AsyTO: Asymmetric Temporal Operator for Parameter-Efficient Multivariate Time Series Forecasting
Xiachong Lin, Du Yin, Hao Xue, Wen Hu, Imran Razzak, Arian Prabowo, Matthew Amos, F. Salim
arXiv preprint arXiv:2608.16098

Group Alignment-Induced Sycophancy: A Two-Sided Evaluation of Steerable Pluralistic Alignment
Haokai Zhao, Yunze Xiao, Weihao Xuan, F. Salim, B. Tag, Aditya Joshi
arXiv preprint arXiv:2608.11528

TRACE-TS: Attribution-Grounded and Traceable Sensor-Language Reasoning for Human Activity Understanding
Sparsh Rastogi, Tanmay Kumar, Baiyu Chen, Jatin Bedi, Zechen Li, F. Salim
arXiv preprint arXiv:2608.00200

A2TTA: Anchored-and-Agile Test-Time Adaptation for Evolving Traffic Sensor Networks
Du Yin, Xiachong Lin, Yuejie Tan, Jinliang Deng, Estrid He, Hao Xue, F. Salim
arXiv preprint arXiv:2607.25875

Scope3Trace: Evidence-Based Identification and Extraction of Scope 3 GHG Emissions from Sustainability Reports
Si Zheng, Yifan Duan, Chaoyuan Xue, F. Salim
arXiv preprint arXiv:2607.17122

StrideDiffusion: Accelerating Diffusion Models for Time-series Generation
Du Yin, Estrid He, Julián Jerónimo Bañuelos, Yang Yang, Feng Hu, Yuchen Luo, Hao Xue, Stephan Sigg, F. Salim
arXiv preprint arXiv:2607.20545

The Behavioural Reflection Test: A time-efficient measure of reflective reasoning in morally and epistemically charged decisions
Sion Weatherhead, F. Salim, Aaron Belbasis, B. Newell
arXiv preprint arXiv:2607.07961

TopoBrick: Agentic Topology Sampling of Exogenous Variables for Zero-Shot Building IoT Forecasting
Xiachong Lin, Du Yin, Arian Prabowo, Hao Xue, Wen Hu, Imran Razzak, Matthew Amos, Sam Behrens, F. Salim
arXiv preprint arXiv:2607.06349

GeoFlow: Geo-Aware Modeling of Inter-Area Relationships in Origin-Destination Flow Prediction and Generation
Zherui Huang, Guanjie Zheng, Hao Xue, Linghe Kong
arXiv preprint arXiv:2607.05257

Reasoning-aware Speculative Decoding for Efficient Vision-Language-Action Models in Autonomous Driving
Anh Dung Dinh, Simon Khan, F. Salim
arXiv preprint arXiv:2606.31160

ROAD-VLA: Robust Online Adaptation via Self-Distillation for Vision-Language-Action Models
Kejing Wang, Toàn Nguyên, M. Nguyen, Simon Khan, F. Salim
arXiv preprint arXiv:2606.25800

Augmenting Legal Work: Artificial Intelligence in Professional Practice
Felicity Bell, Eike Schhneiders, V. Janeček, D. Hartung, E. Solovey, N. van Berkel, B. Tag
Symposium on Human-Computer Interaction for Work

ThermoLLM: Thermodynamics-Aware HVAC Control with Spatial-Semantic Knowledge Graph
Kirtan Bhatt, Xiachong Lin, Matthew Amos, F. Salim, Wenyang Hu
arXiv preprint arXiv:2606.22911

Generating Natural and Expressive Robot Gestures through Iterative Reinforcement Learning with Human Feedback using LLMs
Chris Lee, F. Salim, Benjamin Tag, Francisco Cruz
arXiv preprint arXiv:2606.18747

Evaluating LLM Personalization via Semantic Constraint Verification
Xuran Li, Guanqin Zhang, Imran Razzak, Hakim Hacid, Eleanna Kafeza, Hao Xue, F. Salim
arXiv preprint arXiv:2606.16368

Knowledge Graph Enhanced Memory-Augmented Retrieval for Long Context Modeling
Ghadir Alselwi, Basem Suleiman, Hao Xue, Shoaib Jameel, Hakim Hacid, F. Salim, Imran Razzak
arXiv preprint arXiv:2606.14047

FOGO: Forgetting-aware Orthogonalization Optimizer
Toan N. Nguyen, Yang Liu, Trung Le, Celso M. de Melo, F. Salim
arXiv preprint arXiv:2606.10406

UPLOTS: A Unified Pretrained Language Model for Constrained Time-series Generation
Du Yin, Hao Xue, Jinliang Deng, Yang Yang, Shuang Ao, Arian Prabowo, F. Salim
arXiv preprint arXiv:2606.10466

Didact: A Cross-Domain Capability Discovery System for Defence
Aarya Bodhankar, Aditya Joshi, Bao Gia Doan, Thomas W Marchant, O. Leslie, F. Salim
arXiv preprint arXiv:2606.06942

An Infectious Disease Spread Simulation Based on Large Language Model Decision Making
Yonchanok Khaokaew, Ruochen Kong, Andreas Züfle, Hao Xue, Taylor Anderson, C. R. MacIntyre, Matthew Scotch, F. Salim, David Heslop
Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2

From XXLTraffic to EvoXXLTraffic: Scaling Traffic Forecasting to Sensor-Evolving Networks
Du Yin, Hao Xue, Arian Prabowo, Shuang Ao, F. Salim
arXiv preprint arXiv:2605.29768

AnyMo: Geometry-Aware Setup-Agnostic Modeling of Human Motion in the Wild
Baiyu Chen, Zechen Li, Wilson Wongso, Lihuan Li, Xiachong Lin, Hao Xue, B. Tag, F. Salim
arXiv preprint arXiv:2605.22715

CP-MoE: Consistency-Preserving Mixture-of-Experts for Continual Learning
Yang Liu, Toàn Nguyên, F. Salim
arXiv preprint arXiv:2605.20247

GHGbench: A Unified Multi-Entity, Multi-Task Benchmark for Carbon Emission Prediction
Yifan Duan, Si Zheng, Lihuan Li, Chaoyuan Xue, F. Salim
arXiv preprint arXiv:2605.13743

TrajDLM: Topology-Aware Block Diffusion Language Model for Trajectory Generation
Wilson Wongso, Lihuan Li, Arian Prabowo, Xiachong Lin, Baiyu Chen, Hao Xue, F. Salim
arXiv preprint arXiv:2605.10020

DeepLévy: Learning Heavy-Tailed Uncertainty in Highly Volatile Time Series
Yang Yang, Du Yin, Hao Xue, F. Salim
arXiv preprint arXiv:2605.10364

TrajPrism: A Multi-Task Benchmark for Language-Grounded Urban Trajectory Understanding
Lihuan Li, Wilson Wongso, Baiyu Chen, Hao Xue, Ruiyi Yang, Yifan Duan, Xiachong Lin, Yangqiu Song, F. Salim
arXiv preprint arXiv:2605.10782

MAGE: Multi-Agent Self-Evolution with Co-Evolutionary Knowledge Graphs
Ruiyi Yang, Zechen Li, Hao Xue, Imran Razzak, F. Salim
arXiv preprint arXiv:2605.10064

STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning
Ruiyi Yang, Lihuan Li, Hao Xue, F. Salim
arXiv preprint arXiv:2605.10057

CGM-JEPA: Learning Consistent Continuous Glucose Monitor Representations via Predictive Self-Supervised Pretraining
H. Muhammad, Zechen Li, F. Salim, Ahmed A. Metwally
arXiv preprint arXiv:2605.00933

GatorSC: multi-scale cell and gene graphs with mixture-of-experts fusion for single-cell transcriptomics
Yuxi Liu, Zhenhao Zhang, Mufan Qiu, Song Wang, F. Salim, Jun Shen, Tianlong Chen, Imran Razzak, Fuyi Li, Jiang Bian
Briefings Bioinform.

PINN-Cast: Exploring the Role of Continuous-Depth NODE in Transformers and Physics Informed Loss as Soft Physical Constraints in Short-term Weather Forecasting
H. Saleem, F. Salim, Cormac Purcell
International Conference on Conceptual Structures

"Dizzying and Unpleasant to Look At": Usability and Accessibility Challenges in Everyday Data Visualisations for Autistic Adults
Mona Alzahrani, A. Uitdenbogerd, B. Tag, Leona Holloway, B. Johnson, Michael Wybrow
IEEE Pacific Visualization Symposium

Affordable Visual Analytics for Amateur Football (Soccer)
Joshua Langmead, Sarah Goodwin, B. Tag
IEEE Pacific Visualization Symposium

A Benchmark Construction and Evaluation Framework for Specialist Domains: Case Study on Defense-related Documents
Bao Gia Doan, Aditya Joshi, P. Elinas, Aarya Bodhankar, O. Leslie, T. Marchant, F. Salim
arXiv preprint arXiv:2604.17943

SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization
Devin Yuncheng Hua, Sion Weatherhead, Mehdi Jafari, H. Xue, F. Salim
Annual Meeting of the Association for Computational Linguistics

EyeXRciser: Guiding Eye Exercises without Task Interruption in Virtual Workspaces
Hongyue Xu, Kazuyuki Fujita, Yi Li, B. Tag, Guanghan Zhao, Y. Kitamura
International Conference on Human Factors in Computing Systems

PhysioCHI: Lessons Learned from Implementing Human-Centered Physiological Computing
Kathrin Schnizer, Teodora Mitrevska, B. Tag, Abdallah El Ali, Sven Mayer
CHI Extended Abstracts

Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty
Chao Xue, Yaoyu Wang, Mengqiao Liu, Di Liang, Xin-hao Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, S. Liang, Minlong Peng, F. Salim
Annual Meeting of the Association for Computational Linguistics

Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models
Chao Xue, Yaoyu Wang, Mengqiao Liu, Di Liang, Xin-hao Han, Peiyang Liu, Xianjie Wu, Chenyao Lu, Lei Jiang, Yu Lu, Haibo Shi, S. Liang, Minlong Peng, F. Salim
Annual Meeting of the Association for Computational Linguistics

User-Aware Conditional Generative Total Correlation Learning for Multi-Modal Recommendation
Jing Du, Zesheng Ye, Congbo Ma, Feng Liu, F. Salim
arXiv preprint arXiv:2604.03014

AutoB2G: Agentic Simulation and Reinforcement Learning for Spatio-Temporal Grid-Interactive Building Control
Borui Zhang, Nariman Mahdavi, S. Sethuvenkatraman, F. Salim
arXiv preprint arXiv:2603.26005

Applying Value Sensitive Design to Location-Based Services: Designing for Shared Spaces and Local Conditions
Hiruni Nuwanthika Kegalle, F. Salim, Mark Sanderson, Jeffrey Chan, Danula Hettiachchi
International Conference on Human Factors in Computing Systems

Understanding the Effects of Interaction on Emotional Experiences in VR
Zheyuan Kuang, Tinghui Li, Weiwei Jiang, Sven Mayer, Flora D. Salim, B. Tag, A. Withana, Z. Sarsenbayeva
International Conference on Human Factors in Computing Systems

An LLM-Assisted Toolkit for Inspectable Multimodal Emotion Data Annotation
Zheyuan Kuang, Weiwei Jiang, N. Koemel, M. Ahmadi, E. Stamatakis, B. Tag, A. Withana, Z. Sarsenbayeva
arXiv preprint arXiv:2603.02569

HyperTokens: Controlling Token Dynamics for Continual Video-Language Understanding
Toàn Nguyên, Yang Liu, Celso de Melo, F. Salim
arXiv preprint arXiv:2603.06662

SGNO: Spectral Generator Neural Operators for Stable Long Horizon PDE Rollouts
Jiayi Li, Penghao Jiang, H. Saleem, Zhaonan Wang, Piotr Koniusz, F. Salim
arXiv preprint arXiv:2602.18801

UrbanVerse: Learning Urban Region Representation Across Cities and Tasks
Fengze Sun, E. Tanin, S. Karunasekera, Zuqing Li, F. Salim, Jianzhong Qi
arXiv preprint arXiv:2602.15750

Robot-Wearable Conversation Hand-off for Navigation
D'aniel Szab'o, Aku Visuri, B. Tag, S. Hosio
NASA/ESA Conference on Adaptive Hardware and Systems

EIDOS: Latent-Space Predictive Learning for Time Series Foundation Models
Xinxing Zhou, Qingren Yao, Yiji Zhao, Chenghao Liu, F. Salim, Xiaojie Yuan, Yan Wen, Ming Jin
arXiv preprint arXiv:2602.14024

Is my model "mind blurting"? Interpreting the dynamics of reasoning tokens with Recurrence Quantification Analysis (RQA)
Q. Pham, Mehdi Jafari, F. Salim
arXiv preprint arXiv:2602.06266

DomusFM: A Foundation Model for Event-Based Behavioral Monitoring in Smart-Homes
Michele Fiori, Gabriele Civitarese, F. Salim, Claudio Bettini
arXiv preprint arXiv:2602.01910

Mechanistic Indicators of Steering Effectiveness in Large Language Models
Mehdi Jafari, Hao Xue, F. Salim
arXiv preprint arXiv:2602.01716

Mining Citywide Dengue Spread Patterns in Singapore Through Hotspot Dynamics from Open Web Data
Liping Huang, Gaoxi Xiao, Stefan Ma, Hechang Chen, Shisong Tang, F. Salim
The Web Conference

AdaNODEs: Test Time Adaptation for Time Series Forecasting Using Neural ODEs
Ting Dang, Soumyajit Chatterjee, Hong Jia, Y. Wu, F. Salim, F. Kawsar
IEEE International Conference on Acoustics, Speech, and Signal Processing

Human Factors in Immersive Analytics
Yi Li, K. Satriadi, Jiazhou Liu, Anjali Khurana, Zhiqing Wu, B. Tag, Tim Dwyer
arXiv preprint arXiv:2601.11365

From Fixed to Flexible: Shaping AI Personality in Context-Sensitive Interaction
Shakyani Jayasiriwardene, Hongyu Zhou, Weiwei Jiang, B. Tag, E. Stamatakis, A. Withana, Z. Sarsenbayeva
arXiv preprint arXiv:2601.08194

From Ecological Connectivity to Outbreak Risk: A Heterogeneous Graph Network for Epidemiological Reasoning under Sparse Spatiotemporal Data
Haley Stone, Jing Du, Yang Yang, Ashna Desai, R. Dawson, Hao Xue, David Heslop, Matthew Scotch, Andreas Züfle, C. R. MacIntyre, F. Salim
arXiv preprint arXiv:2601.09738

Causality-Inspired Safe Residual Correction for Multivariate Time Series
Jianxiang Xie, Yuncheng Hua, Mingyue Cheng, F. Salim, Hao Xue
arXiv preprint arXiv:2512.22428

SDE-Attention: Latent Attention in SDE-RNNs for Irregularly Sampled Time Series with Missing Data
Yuting Fang, Qouc Le Gia, F. Salim
arXiv preprint arXiv:2511.23238

SOCIA-∇: Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation
Yuncheng Hua, Sion Weatherhead, Mehdi Jafari, Hao Xue, Flora D Salim
arXiv preprint arXiv:2505.12006

QuAnTS: Question Answering on Time Series
Felix Divo, Maurice Kraus, Anh Nguyen, Hao Xue, Imran Razzak, F. Salim, K. Kersting, D. Dhami
arXiv preprint arXiv:2511.05124

SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition
Zechen Li, Shohreh Deldari, Linyao Chen, Hao Xue, Flora D. Salim
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing

EpiScale: Large-Scale Simulation of Infectious Disease Based on Human Mobility
Ruochen Kong, Taylor Anderson, D. Heslop, M. Scotch, F. Salim, C. R. Macintyre, Andreas Zufle
SIGSPATIAL/GIS

Dynamic Budgeted Reinforcement Learning for Fairness in Spatial-Temporal Resource Allocation
Yufan Kang, Jie Zhang, Wei Shao, Rui Tang, Mark Andrejevic, Jeffrey Chan, F. Salim
SIGSPATIAL/GIS

Electric Vehicle Charging Load Modeling: A Survey, Trends, Challenges and Opportunities
Xiachong Lin, Arian Prabowo, Imran Razzak, Hao Xue, Matthew Amos, Sam Behrens, Flora D Salim
arXiv preprint arXiv:2511.03741

RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA
Ruiyi Yang, Hao Xue, Imran Razzak, Hakim Hacid, F. Salim
arXiv preprint arXiv:2510.20505

Hierarchical Sequence Iteration for Heterogeneous Question Answering
Ruiyi Yang, Hao Xue, Imran Razzak, Hakim Hacid, Flora D Salim
arXiv preprint arXiv:2510.20505

Classical Feature Embeddings Help in BERT-Based Human Mobility Prediction
Yunzhi Liu, Haokai Tan, Rushi Kanjaria, Lihuan Li, Flora D Salim
arXiv preprint arXiv:2510.20275

There is No 'Apple' in Timeseries: Rethinking TSFM through the Lens of Invariance
Arian Prabowo, Flora D Salim
arXiv preprint arXiv:2510.20119

Illusions of Reflection: Open-Ended Task Reveals Systematic Failures in Large Language Models' Reflective Reasoning
Sion Weatherhead, Flora Salim, Aaron Belbasis
arXiv preprint arXiv:2510.18254

Feel the Pain: An Interpretable Multimodal Approach for Physiological Signal-Based Pain Detection
Tahia Tazin, Tahera Hossain, Keiko Yamashita, Tamaki Kinoshita, Benjamin Tag, Shintaro Oyama, Takuro Yonezawa, Flora Salim
Companion Proceedings of the 27th International Conference on Multimodal Interaction

mFQS: A Multidimensional Visual Rating System
Christian Brinkhaus, Andrew W. Vargo, B. Tag, Nicolas Großmann, Andreas Dengel, Koichi Kise
UbiComp Companion

UbiComp4VRU: Ubiquitous Computing for Vulnerable Road Users
J. S. Heinisch, Klaus David, Si Zuo, F. Salim, H. Kegalle
UbiComp Companion

UbiSense 2025: First International Workshop on Emerging Techniques in Ubiquitous Sensing and Interaction
Shantanu Pal, Hao Xue, Nan Gao, J. S. Heinisch, F. Salim, Haining Zhang
UbiComp Companion

A Hybrid Generative Model based on Diffusion and Graphs for Cross-Correlated Synthetic Multivariate Time Series Data
Julián Jerónimo Bañuelos, Estrid He, José Costa-Requena, F. Salim, Stephan Sigg
UbiComp Companion

CoughViT: A Self-Supervised Vision Transformer for Cough Audio Representation Learning
Justin Luong, Hao Xue, Flora D. Salim
Proceedings of the 2025 ACM International Symposium on Wearable Computers

Alternatives to Next Token Prediction in Text Generation — A Survey
Charlie Wyatt, Aditya Joshi, Flora Salim
arXiv preprint arXiv:2509.24435

DRIFT-Net: A Spectral-Coupled Neural Operator for PDEs Learning
Jiayi Li, Flora D Salim
arXiv preprint arXiv:2509.24868

Resolving Ambiguity in Gaze-Facilitated Visual Assistant Interaction Paradigm
Zeyu Wang, Baiyu Chen, Kun Yan, Hongjing Piao, Hao Xue, Flora D Salim, Yuanchun Shi, Yuntao Wang
arXiv preprint arXiv:2509.21980

When Ads Become Profiles: Uncovering the Invisible Risk of Web Advertising at Scale with LLMs
Baiyu Chen, B. Tag, Hao Xue, Daniel Angus, F. Salim
The Web Conference

When Ads Become Profiles: Large-Scale Audit of Algorithmic Biases and LLM Profiling Risks
Baiyu Chen, Benjamin Tag, Hao Xue, Daniel Angus, Flora Salim
arXiv preprint arXiv:2509.18874

"Nuisance is Better Than Nothing?": Exploring How Pedestrians and Cyclists Perceive Automated E-Scooter Alerts in Shared Spaces
Hiruni Nuwanthika Kegalle, Danula Hettiachchi, Jeffrey Chan, Flora D Salim, Mark Sanderson
Proceedings of the ACM on Human-Computer Interaction

The Homework Wars: Exploring Emotions, Behaviours, and Conflicts in Parent-Child Homework Interactions
Nan Gao, Yibin Liu, Xin Tang, Yanyan Liu, Chun Yu, Yun Huang, Yuntao Wang, Flora D Salim, Xuhai Xu, Jun Wei, Yuanchun Shi
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Computing

SenseSeek Dataset: Multimodal Sensing to Study Information Seeking Behaviors
Kaixin Ji, Danula Hettiachchi, Falk Scholer, Flora D Salim, Damiano Spina
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Computing

TradingGroup: A Multi-Agent Trading System with Self-Reflection and Data-Synthesis
Feng Tian, Flora D Salim, Hao Xue
arXiv preprint arXiv:2508.17565

Towards Generalizable Human Activity Recognition: A Survey
Yize Cai, Baoshen Guo, F. Salim, Zhiqing Hong
arXiv preprint arXiv:2508.12213

FairDRL-ST: Disentangled Representation Learning for Fair Spatio-Temporal Mobility Prediction
Sichen Zhao, Wei Shao, Jeffrey Chan, Ziqi Xu, F. Salim
SIGSPATIAL/GIS

What am I Missing Here?: Evaluating Large Language Models for Masked Sentence Prediction
Charlie Wyatt, Aditya Joshi, Flora Salim
arXiv preprint arXiv:2508.07702

ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents
Zechen Li, Baiyu Chen, Hao Xue, F. Salim
Annual Meeting of the Association for Computational Linguistics

ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents
Zechen Li, Baiyu Chen, Hao Xue, Flora D. Salim
arXiv preprint arXiv:2508.04038

Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey
Yuxuan Liang, Haomin Wen, Yutong Xia, Ming Jin, Bin Yang, Flora Salim, Qingsong Wen, Shirui Pan, Gao Cong
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Simulated Infectious Diseases Datasets with Controlled Data Bias
Ruochen Kong, Taylor Anderson, Matthew Scotch, David J Heslop, Yonchanok Khaokaew, Hao Xue, Li Xiong, Chandini Raina MacIntyre, Flora D Salim, Andreas Züfle
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Multi-Stage Verification-Centric Framework for Mitigating Hallucination in Multi-Modal RAG
Baiyu Chen, Wilson Wongso, Xiaoqian Hu, Yue Tan, Flora Salim
arXiv preprint arXiv:2507.20136

A Survey of Classification Tasks and Approaches for Legal Contracts
Amrita Singh, Aditya Joshi, Jiaojiao Jiang, Hye-young Paik
arXiv preprint arXiv:2507.21108

Bisecle: Binding and Separation in Continual Learning for Video Language Understanding
Yue Tan, Xiaoqian Hu, Hao Xue, Celso De Melo, Flora D Salim
arXiv preprint arXiv:2507.00469

Double-Diffusion: Balancing Speed, Accuracy, and Uncertainty in Probabilistic Forecasting for Urban Sensor Networks
Hanlin Dong, Arian Prabowo, Hao Xue, Shuang Ao, Tianyi Zhou, Yuxuan Liang, F. Salim
arXiv preprint arXiv:2506.23053

Double-Diffusion: Diffusion Conditioned Diffusion Probabilistic Model For Air Quality Prediction
Hanlin Dong, Arian Prabowo, Hao Xue, Flora D Salim
arXiv preprint arXiv:2506.23053

Generate the Forest before the Trees--A Hierarchical Diffusion model for Climate Downscaling
Declan J Curran, Sanaa Hobeichi, Hira Saleem, Hao Xue, Flora D Salim
arXiv preprint arXiv:2506.19391

ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation
Shulun Chen, Wei Shao, Flora D Salim, Hao Xue
arXiv preprint arXiv:2506.17929

Reinforcement Fine-Tuned Large Language Models for Next POI Recommendation
Peibo Li, Shuang Ao, Hao Xue, Yang Song, Maarten de Rijke, Johan Barthélemy, Tomasz Bednarz, Flora D Salim
arXiv preprint arXiv:2506.21599

BESSTIE: A Benchmark for Sentiment and Sarcasm Classification for Varieties of English
Dipankar Srirag, Aditya Joshi, Jordan Painter, Diptesh Kanojia
ACL Findings 2025

HiT-JEPA: A Hierarchical Self-supervised Trajectory Embedding Framework for Similarity Computation
Lihuan Li, Hao Xue, Shuang Ao, Yang Song, Flora Salim
arXiv preprint arXiv:2507.00028

Emotion Recognition Using Text Embedding Models: Wearable and Wireless EEG Without Fixed EEG Channel Configurations
Q. Nguyen, Zheng Huiru, Tahia Tazin, Linh Le, Tuan L. Vo, Nhu-Tri Tran, David Williams-King, Benjamin Tag
User Modeling, Adaptation, and Personalization

STOAT: Spatial-Temporal Probabilistic Causal Inference Network
Yang Yang, Du Yin, Hao Xue, Flora D. Salim
arXiv preprint arXiv:2506.09544

How robust is your fair model? Exploring the robustness of prominent fairness strategies
Edward A. Small, Wei Shao, Zeliang Zhang, Peihan Liu, Jeffrey Chan, Kacper Sokol, F. Salim
Data mining and knowledge discovery

A Probabilistic Framework for Imputing Genetic Distances in Spatiotemporal Pathogen Models
Haley Stone, Jing Du, Hao Xue, M. Scotch, D. Heslop, Andreas Zufle, C. R. MacIntyre, Flora D. Salim
arXiv preprint arXiv:2506.09076

BLUE: Bi-layer Heterogeneous Graph Fusion Network for Avian Influenza Forecasting
Jing Du, Haley Stone, Yang Yang, Ashna Desai, Hao Xue, Andreas Zufle, C. R. MacIntyre, Flora D. Salim
arXiv preprint arXiv:2505.22692

Genomic-Informed Heterogeneous Graph Learning for Spatiotemporal Avian Influenza Outbreak Forecasting
Jing Du, Haley Stone, Yang Yang, Ashna Desai, Hao Xue, Andreas Zufle, C. R. MacIntyre, F. Salim
The Web Conference

EMAC+: Embodied Multimodal Agent for Collaborative Planning with VLM+ LLM
Shuang Ao, Flora D Salim, Simon Khan
arXiv preprint arXiv:2505.19905

Streamlining Eye-Tracking and Observational Data for Field Study Visual Analysis
Yidan Zhang, Nethara Athukorala, Ziying Liang, Yidan Qiao, Simran, Yu Xuan Yio, Lee Lawrence, Benjamin Tag, Mor Vered, Michael Wybrow, Sarah Goodwin
Eye Tracking Research & Application

RACCOON: A Retrieval-Augmented Generation Approach for Location Coordinate Capture from News Articles
Jonathan Lin, Aditya Joshi, Hye-young Paik, Tri Dung Doung, Deepti Gurdasani
WWW 2025

Nek Minit: Harnessing Pragmatic Metacognitive Prompting for Explainable Sarcasm Detection of Australian and Indian English
Ishmanbir Singh, Dipankar Srirag, Aditya Joshi
arXiv preprint arXiv:2505.15095

Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning
Ruiyi Yang, Hao Xue, Imran Razzak, Hakim Hacid, Flora D. Salim
arXiv preprint arXiv:2505.13994

SOCIA-$\nabla$: Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation
Yuncheng Hua, Sion Weatherhead, Mehdi Jafari, Hao Xue, F. Salim
arXiv preprint arXiv:2505.12006

Massive-STEPS: Massive Semantic Trajectories for Understanding POI Check-ins--Dataset and Benchmarks
Wilson Wongso, Hao Xue, Flora D. Salim
arXiv preprint arXiv:2505.11239

Time Series Analysis in the Web: Recent Advances and Future Trends
Ming Jin, Wei Jin, Hao Xue, F. Salim, Yuxuan Liang
The Web Conference

Brick-by-Brick: Cyber-Physical Building Data Classification Challenge
Arian Prabowo, Xiachong Lin, Imran Razzak, Hao Xue, Matthew Amos, Stephen D. White, F. Salim
The Web Conference

The International Workshop on Spatio-Temporal Data Mining from the Web
Yuxuan Liang, Hao Xue, Ming Jin, F. Salim, Qingsong Wen, Yong Li, Roger Zimmermann, Yu Zheng
The Web Conference

Cognitive Forcing for Better Decision-Making: Reducing Overreliance on AI Systems Through Partial Explanations
Sander de Jong, Ville Paananen, Benjamin Tag, Niels van Berkel
Proceedings of the ACM on Human-Computer Interaction

A Survey on Multimodal Music Emotion Recognition
Rashini Liyanarachchi, Aditya Joshi, Erik Meijering
arXiv preprint arXiv:2504.18799

SIG PhysioCHI: Human-Centered Physiological Computing in Practice
Teodora Mitrevska, Benjamin Tag, Monica Perusquía-Hernández, Arinobu Niijima, Ludwig Sidenmark, E. Solovey, Abdallah El Ali, Sven Mayer, Francesco Chiossi
CHI Extended Abstracts

Optimizing Electric Vehicle Charging Station Locations: A Data-driven System with Multi-source Fusion
Lihuan Li, Du Yin, Hao Xue, David Lillo-Trynes, Flora D. Salim
arXiv preprint arXiv:2504.13517

Evaluating the Bias in LLMs for Surveying Opinion and Decision Making in Healthcare
Yonchanok Khaokaew, Flora D. Salim, Andreas Züfle, Hao Xue, Taylor Anderson, C. R. MacIntyre, M. Scotch, D. Heslop
arXiv preprint arXiv:2504.08260

Long Context Modeling with Ranked Memory-Augmented Retrieval
Ghadir Alselwi, Hao Xue, Shoaib Jameel, Basem Suleiman, Flora D. Salim, Imran Razzak
arXiv preprint arXiv:2503.14800

Embedding spatial context in urban traffic forecasting with contrastive pre-training
Matthew Low, Arian Prabowo, Hao Xue, Flora D. Salim
arXiv preprint arXiv:2503.14980

Enforcing Consistency and Fairness in Multi-level Hierarchical Classification with a Mask-based Output Layer
Shijing Chen, Shoaib Jameel, Mohamed Reda Bouadjenek, Feilong Tang, Usman Naseem, Basem Suleiman, Hakim Hacid, Flora D. Salim, Imran Razzak
arXiv preprint arXiv:2503.15566

Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval
Ruiyi Yang, Hao Xue, Imran Razzak, Hakim Hacid, Flora D. Salim
arXiv preprint arXiv:2503.14234

Harnessing Test-time Adaptation for NLU tasks Involving Dialects of English
Duke Nguyen, Aditya Joshi, Flora Salim
arXiv preprint arXiv:2503.12858

Exploring the Alignment of Perceived and Measured Sleep Quality with Working Memory Using Consumer Wearables
Peter Neigel, D. Selby, Shota Arai, Benjamin Tag, N. van Berkel, Sebastian Vollmer, Andrew W. Vargo, Koichi Kise
NASA/ESA Conference on Adaptive Hardware and Systems

COMODO: Cross-Modal Video-to-IMU Distillation for Efficient Egocentric Human Activity Recognition
Baiyu Chen, Wilson Wongso, Zechen Li, Yonchanok Khaokaew, Hao Xue, Flora D. Salim
arXiv preprint arXiv:2503.07259

AlphaPIG: The Nicest Way to Prolong Interactive Gestures in Extended Reality
Yi Li, Florian Fischer, Tim Dwyer, Barrett Ens, Robert G. Crowther, P. O. Kristensson, Benjamin Tag
International Conference on Human Factors in Computing Systems

TrajLLM: A Modular LLM-Enhanced Agent-Based Framework for Realistic Human Trajectory Simulation
Chenlu Ju, Jiaxin Liu, Shobhit Sinha, Hao Xue, Flora D. Salim
The Web Conference

Watch Out! E-scooter Coming Through!: Multimodal Sensing of Mixed Traffic Use and Conflicts Through Riders' Ego-centric Views
H. Kegalle, Danula Hettiachchi, Jeffrey Chan, Mark Sanderson, F. Salim
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment
Mohammadmahdi Jafari, Devin Yuncheng Hua, Hao Xue, Flora D. Salim
Findings of the Association for Computational Linguistics: ACL 2025

AI-Empowered Catalyst Discovery: A Survey from Classical Machine Learning Approaches to Large Language Models
Yuanyuan Xu, Hanchen Wang, Wenjie Zhang, Lexing Xie, Yin Chen, F. Salim, Ying Zhang, J. Gooding, Toby Walsh
arXiv preprint arXiv:2502.13626

RIDE: Enhancing Large Language Model Alignment through Restyled In-Context Learning Demonstration Exemplars
Yuncheng Hua, Lizhen Qu, Zhuang Li, Hao Xue, Flora D. Salim, Gholamreza Haffari
arXiv preprint arXiv:2502.11681

PAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-Regression AdvGAN
Jiayu Zhang, Zhiyu Zhu, Xinyi Wang, Silin Liao, Zhibo Jin, F. Salim, Huaming Chen
ECML/PKDD

Natural Language Processing for Dialects of a Language: A Survey
Aditya Joshi, Raj Dabre, Diptesh Kanojia, Zhuang Li, Haolan Zhan, Gholamreza Haffari, Doris Dippold
ACM Computing Surveys

Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification
Shijing Chen, Mohamed Reda Bouadjenek, Usman Naseem, Basem Suleiman, Shoaib Jameel, Flora D. Salim, Hakim Hacid, Imran Razzak
International Conference on Computational Linguistics

A Review of Cognitive Readiness, Wearable Devices, and Prospects
Tasnim Irtifa Chowdhury, Andrew W. Vargo, Christopher Blakely, Benjamin Tag, Koichi Kise
arXiv preprint arXiv:2501.03537

RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data
Luan Pham, Hongyu Zhang, Huong Ha, Flora D. Salim, Xiuzhen Zhang
The Web Conference

Engineering Carbon Credits Towards A Responsible FinTech Era: The Practices, Implications, and Future
Qingwen Zeng, Hanlin Xu, Nanjun Xu, F. Salim, Junbin Gao, Huaming Chen
arXiv preprint arXiv:2501.14750

Resolution-Agnostic Transformer-based Climate Downscaling
Declan J. Curran, H. Saleem, S. Hobeichi, F. Salim
arXiv preprint arXiv:2411.14774

BiTSA: Leveraging Time Series Foundation Model for Building Energy Analytics
Xiachong Lin, Arian Prabowo, Imran Razzak, Hao Xue, Matthew Amos, Sam Behrens, Flora D. Salim
2024 IEEE International Conference on Data Mining Workshops (ICDMW)

ODEStream: A Buffer-Free Online Learning Framework with ODE-based Adaptor for Streaming Time Series Forecasting
Futoon M. Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim
Trans. Mach. Learn. Res.

A-UTE: Advection Informed, Uncertainty Aware Temperature Emulator
H. Saleem, F. Salim, Cormac Purcell
arXiv preprint arXiv:2410.21657

GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems
Wilson Wongso, Hao Xue, Flora D. Salim
arXiv preprint arXiv:2410.20643

Exploring Capabilities of Time Series Foundation Models in Building Analytics
Xiachong Lin, Arian Prabowo, Imran Razzak, Hao Xue, Matthew Amos, Sam Behrens, Flora D. Salim
arXiv preprint arXiv:2411.08888

Evaluating the Influences of Explanation Style on Human-AI Reliance
Emma R. Casolin, F. Salim, Ben R. Newell
arXiv preprint arXiv:2410.20067

SensorLLM: Human-Intuitive Alignment of Multivariate Sensor Data with LLMs for Activity Recognition
Zechen Li, Shohreh Deldari, Linyao Chen, Hao Xue, Flora D. Salim
arXiv preprint arXiv:2410.10624

Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health
Y. Hu, Shuning Zhang, Ting Dang, Hong Jia, F. Salim, Wen Hu, Aaron J. Quigley
UbiComp Companion

OOBKey: Key Exchange with Implantable Medical Devices Using Out-Of-Band Channels
Mo Zhang, Eduard Marin, David F. Oswald, V. Kostakos, Mark Ryan, Benjamin Tag, Kleomenis Katevas
ARES

WorkR: Occupation Inference for Intelligent Task Assistance
Yonchanok Khaokaew, Hao Xue, M. Rahaman, Flora D. Salim
International Workshop on the Semantic Web

Long-term Fairness in Ride-Hailing Platform
Yufan Kang, Jeffrey Chan, Wei Shao, F. Salim, C. Leckie
ECML/PKDD

Understanding Physiological Responses of Students Over Different Courses
Soundariya Ananthan, Nan Gao, F. Salim
International Workshop on the Semantic Web

REVEAL-IT: REinforcement learning with Visibility of Evolving Agent poLicy for InTerpretability
Shuang Ao, Simon Khan, Haris Aziz, Flora D. Salim
arXiv preprint arXiv:2406.14214

ViLCo-Bench: VIdeo Language COntinual learning Benchmark
Tianqi Tang, Shohreh Deldari, Hao Xue, Celso De Melo, Flora D. Salim
Neural Information Processing Systems

Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned
Du Yin, Jinliang Deng, Shuang Ao, Zechen Li, Hao Xue, Arian Prabowo, Renhe Jiang, Xuan Song, Flora D. Salim
SIGSPATIAL/GIS

XXLTraffic: Expanding and Extremely Long Traffic forecasting beyond test adaptation
Du Yin, Hao Xue, Arian Prabowo, Shuang Ao, Flora D. Salim
arXiv preprint arXiv:2406.12693

NICER: A New and Improved Consumed Endurance and Recovery Metric to Quantify Muscle Fatigue of Mid-Air Interactions
Yi Li, Benjamin Tag, Shaozhang Dai, Robert G. Crowther, Tim Dwyer, Pourang Irani, Barrett Ens
ACM Transactions on Graphics

T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation
Lihuan Li, Hao Xue, Yang Song, Flora D. Salim
SIGSPATIAL/GIS

BTS: Building Timeseries Dataset: Empowering Large-Scale Building Analytics
Arian Prabowo, Xiachong Lin, Imran Razzak, Hao Xue, Emily W. Yap, Matthew Amos, Flora D. Salim
arXiv preprint arXiv:2406.08990

CAPRI-FAIR: Integration of Multi-sided Fairness in Contextual POI Recommendation Framework
Francis Zac Dela Cruz, F. Salim, Yonchanok Khaokaew, Jeffrey Chan
ACM Conference on Recommender Systems

ST-DPGAN: A Privacy-Preserving Framework for Spatiotemporal Data Generation
Wei Shao, Rongyi Zhu, Cai Yang, Chandra Thapa, Muhammad Ejaz Ahmed, Seyit Ahmet Camtepe, Rui Zhang, Duhoe Kim, Hamid Menouar, F. Salim
IEEE Internet of Things Journal

A Multi-Graph Fusion Framework for Patient Representation Learning
Yuxi Liu, Zhenhao Zhang, Shaowen Qin, F. Salim
IEEE International Conference on Healthcare Informatics

Fine-grained Patient Similarity Measuring using Contrastive Graph Similarity Networks
Yuxi Liu, Zhenhao Zhang, Shaowen Qin, F. Salim, Jiang Bian, Antonio Jimeno-Yepes
IEEE International Conference on Healthcare Informatics

Promoting Two-sided Fairness in Dynamic Vehicle Routing Problems
Yufan Kang, Rongsheng Zhang, Wei Shao, F. Salim, Jeffrey Chan
Annual Conference on Genetic and Evolutionary Computation

Spectraformer: A Unified Random Feature Framework for Transformer
Duke Nguyen, Du Yin, Aditya Joshi, F. Salim
ACM Transactions on Intelligent Systems and Technology

A Gap in Time: The Challenge of Processing Heterogeneous IoT Data in Digitalized Buildings
Xiachong Lin, Arian Prabowo, Imran Razzak, Hao Xue, Matthew Amos, Sam Behrens, Flora D. Salim
IEEE pervasive computing

Identifying high resolution benchmark data needs and Novel data-driven methodologies for Climate Downscaling
Declan J. Curran, H. Saleem, F. Salim
arXiv preprint arXiv:2405.20346

Towards Detecting and Mitigating Cognitive Bias in Spoken Conversational Search
Kaixin Ji, Sachin Pathiyan Cherumanal, Johanne R. Trippas, Danula Hettiachchi, F. Salim, Falk Scholer, Damiano Spina
International Conference on Human-Computer Interaction with Mobile Devices and Services

Striking a Balance between Classical and Deep Learning Approaches in Natural Language Processing Pedagogy
Aditya Joshi, Jake Renzella, Pushpak Bhattacharyya, Saurav Jha, Xiangyu Zhang
TEACHINGNLP

Mobility Data Science: Perspectives and Challenges
M. Mokbel, M. Sakr, Li Xiong, Andreas Züfle, Jussara Almeida, Taylor Anderson, W. Aref, G. Andrienko, N. Andrienko, Yang Cao, Sanjay Chawla, R. Cheng, P. Chrysanthis, Xiqi Fei, Gabriel Ghinita, Anita Graser, D. Gunopulos, C. S. Jensen, Joon-Seok Kim, Peer Kröger Kyoung-Sook Kim, John Krumm, Johannes Lauer, Amr Magdy, Mario A. Nascimento, S. Ravada, Matthias Renz, Dimitris Sacharidis, F. Salim, Mohamed Sarwat, M. Schoemans, Cyrus Shahabi, B. Speckmann, E. Tanin, Xu Teng, Y. Theodoridis, Kristian Torp, Goce Trajcevski, M. V. Kreveld, C. Wenk, Martin Werner, Raymond E. Wong, Song Wu, Jianqiu Xu, Moustafa Youssef, Demetris Zeinalipour, Mengxuan Zhang
ACM Trans. Spatial Algorithms Syst.

Characterizing Information Seeking Processes with Multiple Physiological Signals
Kaixin Ji, Danula Hettiachchi, Flora D. Salim, Falk Scholer, Damiano Spina
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

Illuminating the Unseen: Investigating the Context-induced Harms in Behavioral Sensing
Han Zhang, V. D. Swain, Leijie Wang, Nan Gao, Yilun Sheng, Xuhai Xu, Flora D. Salim, Koustuv Saha, A. Dey, Jennifer Mankoff
arXiv preprint arXiv:2404.14665

Large Language Models for Next Point-of-Interest Recommendation
Peibo Li, M. de Rijke, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

Perturbation Effects on Robustness and Individual Fairness
Xuran Li, Hao Xue, Peng Wu, Xing-Gang Ma, Zhen Zhang, Huaming Chen, F. Salim
Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2

GustosonicSense: Towards understanding the design of playful gustosonic eating experiences
Yan Wang, Humphrey O. Obie, Zhuying Li, F. Salim, John C. Grundy, Florian ‘Floyd’ Mueller
International Conference on Human Factors in Computing Systems

Prompt Mining for Language-based Human Mobility Forecasting
Hao Xue, Tianye Tang, Ali Payani, Flora D. Salim
arXiv preprint arXiv:2403.03544

STC-ViT: Spatio Temporal Continuous Vision Transformer for Medium-range Global Weather Forecasting
H. Saleem, F. Salim, Cormac Purcell
arXiv preprint arXiv:2402.17966

Identifying Periods of Cyclical Stress in University Students Using Wearables In-the-Wild
Peter Neigel, Andrew W. Vargo, Benjamin Tag, Koichi Kise
arXiv preprint arXiv:2402.11823

SSTKG: Simple Spatio-Temporal Knowledge Graph for Intepretable and Versatile Dynamic Information Embedding
Ruiyi Yang, Flora D. Salim, Hao Xue
The Web Conference

Measuring Misogyny in Natural Language Generation: Preliminary Results from a Case Study on two Reddit Communities
Aaron J. Snoswell, Lucinda Nelson, Hao Xue, Flora D. Salim, Nicolas Suzor, Jean Burgess
arXiv preprint arXiv:2312.03330

Critiquing Self-report Practices for Human Mental and Wellbeing Computing at Ubicomp
Nan Gao, Soundariya Ananthan, Chun Yu, Yuntao Wang, Flora D. Salim
arXiv preprint arXiv:2311.15496

Leveraging Large Language Models for Generating Mobile Sensing Strategies in Human Behavior Modeling
Nan Gao, Zhuolei Yu, Yue Xu, Chun Yu, Yuntao Wang, Flora D. Salim, Yuanchun Shi
Companion of the 2024 on ACM International Joint Conference on Pervasive and Ubiquitous Computing

Utilizing Language Models for Energy Load Forecasting
Hao Xue, Flora D. Salim
International Conference on Systems for Energy-Efficient Built Environments

"Living Within Four Walls": Exploring Emotional and Social Dynamics in Mobile Usage During Home Confinement
Nan Gao, Samuel C. Nolan, Kaixin Ji, Shakila Khan Rumi, J. S. Heinisch, Christoph Anderson, Klaus David, Flora D. Salim
arXiv preprint arXiv:2310.13304

Revisiting Consumed Endurance: A NICE Way to Quantify Shoulder Fatigue in Virtual Reality
Yi Li, Robert G. Crowther, J. Smiley, Tim Dwyer, Benjamin Tag, Pourang Irani, Barrett Ens
Virtual Reality Software and Technology

Towards a Haptic Taxonomy of Emotions: Exploring Vibrotactile Stimulation in the Dorsal Region
Steeven Villa, Thuy Duong Nguyen, Benjamin Tag, Tonja Machulla, Albrecht Schmidt, Jasmin Niess
International Workshop on the Semantic Web

Understanding Mobile Information Needs and Behaviours
Yonchanok Khaokaew, Flora D. Salim, Hao Xue
UbiComp/ISWC Adjunct

Towards Detecting Tonic Information Processing Activities with Physiological Data
Kaixin Ji, Damiano Spina, Danula Hettiachchi, Falk Scholer, Flora D. Salim
UbiComp/ISWC Adjunct

Human Mobility Question Answering (Vision Paper)
Hao Xue, Flora D. Salim
arXiv preprint arXiv:2310.04443

MAPLE
Yonchanok Khaokaew, Hao Xue, Flora D. Salim
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning
Arian Prabowo, Kaixuan Chen, Hao Xue, Subbu Sethuvenkatraman, Flora D. Salim
International Conference on Systems for Energy-Efficient Built Environments

Counterfactual Explanations via Locally-guided Sequential Algorithmic Recourse
Edward A. Small, Jeffrey N Clark, Christopher J. McWilliams, Kacper Sokol, Jeffrey Chan, Flora D. Salim, Raúl Santos-Rodríguez
arXiv preprint arXiv:2309.04211

How Crowd Worker Factors Influence Subjective Annotations: A Study of Tagging Misogynistic Hate Speech in Tweets
Danula Hettiachchi, I. Holcombe-James, Stephanie Livingstone, Anjalee de Silva, Matthew Lease, Flora D. Salim, Mark Sanderson
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

Hypergraph Convolutional Networks for Fine-Grained lCU Patient Similarity Analysis and Risk Prediction
Yuxi Liu, Zhenhao Zhang, S. Qin, Flora D. Salim, Antonio Jimeno Yepes, Jun Shen
IEEE International Conference on Healthcare Informatics

Designing and Evaluating Presentation Strategies for Fact-Checked Content
Danula Hettiachchi, Kaixin Ji, Jenny A Kennedy, Anthony McCosker, Flora D. Salim, M. Sanderson, Falk Scholer, Damiano Spina
International Conference on Information and Knowledge Management

Contrastive Learning-based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling using EHRs
Yuxi Liu, Zhenhao Zhang, S. Qin, Flora D. Salim, Antonio Jimeno Yepes
ECML/PKDD

CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking
Shohreh Deldari, Dimitris Spathis, M. Malekzadeh, F. Kawsar, Flora D. Salim, Akhil Mathur
Web Search and Data Mining

Towards Mobility Data Science (Vision Paper)
M. Mokbel, M. Sakr, Li-Qiong Xiong, Andreas Zufle, Jussara Almeida, W. Aref, G. Andrienko, N. Andrienko, Yang Cao, S. Chawla, R. Cheng, Panos K. Chrysanthis, Xiqi Fei, Gabriel Ghinita, A. Graser, D. Gunopulos, C. Jensen, Joon-Sook Kim, Kyoung-Sook Kim, Peer Krőger, John Krumm, Johannes Lauer, A. Magdy, M. Nascimento, S. Ravada, M. Renz, Dimitris Sacharidis, C. Shahabi, Flora D. Salim, Mohamed Sarwat, Maxime Schoemans, B. Speckmann, E. Tanin, Y. Theodoridis, K. Torp, Goce Trajcevski, M. V. Kreveld, C. Wenk, Martin Werner, Raymond E. Wong, Song Wu, Jianqiu Xu, M. Youssef, Demetris Zeinalipour, Mengxuan Zhang, Esteban Zim'anyi
arXiv preprint arXiv:2307.05717

A System of Monitoring and Analyzing Human Indoor Mobility and Air Quality
K. K. Qin, M. Rahaman, Yongli Ren, Chi-Tsun Cheng, I. Cole, Flora D. Salim
International Conference on Mobile Data Management

3DSEAVNet: 3D-Squeeze-and-Excitation Networks for Audio-Visual Saliency Prediction
Silong Liang, Chunxiao Li, Naying Cui, Minghui Sun, Hao Xue
IEEE International Joint Conference on Neural Network

Continually learning out-of-distribution spatiotemporal data for robust energy forecasting
Arian Prabowo, Kaixuan Chen, Hao Xue, Subbu Sethuvenkatraman, Flora D. Salim
ECML/PKDD

SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation
Iman Abbasnejad, Fabio Zambetta, F. Salim, Timothy Wiley, Jeffrey Chan, Russell Gallagher, Ehsan Abbasnejad
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Message Passing Neural Networks for Traffic Forecasting
Arian Prabowo, Hao Xue, Wei Shao, Piotr Koniusz, Flora D. Salim
arXiv preprint arXiv:2305.05740

Traffic forecasting on new roads using spatial contrastive pre-training (SCPT)
Arian Prabowo, Wei Shao, Hao Xue, Piotr Koniusz, Flora D. Salim
Data mining and knowledge discovery

Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study
Jason Liu, Shohreh Deldari, Hao Xue, Van-Hau Nguyen, Flora D. Salim
International Conference on Mobile Data Management

Examining the Impact of Uncontrolled Variables on Physiological Signals in User Studies for Information Processing Activities
Kaixin Ji, Damiano Spina, Danula Hettiachchi, Flora D. Salim, Falk Scholer
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

Bias-Aware Systems: Exploring Indicators for the Occurrences of Cognitive Biases when Facing Different Opinions
Nattapat Boonprakong, Xiuge Chen, Catherine E. Davey, Benjamin Tag, Tilman Dingler
International Conference on Human Factors in Computing Systems

Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness
Edward A. Small, Kacper Sokol, Daniel Manning, Flora D. Salim, Jeffrey Chan
Conference on Fairness, Accountability and Transparency

Are footpaths encroached by shared e-scooters? Spatio-temporal Analysis of Micro-mobility Services
Hiruni Kegalle, Danula Hettiachchi, Jeffrey Chan, Flora D. Salim, Mark Sanderson
International Conference on Mobile Data Management

Vision-Based Multi-Future Trajectory Prediction: A Survey.
Renhao Huang, Hao Xue, M. Pagnucco, Flora D. Salim, Yang Song
IEEE Transactions on Neural Networks and Learning Systems

Because Every Sensor Is Unique, so Is Every Pair: Handling Dynamicity in Traffic Forecasting
Arian Prabowo, Wei Shao, Hao Xue, Piotr Koniusz, Flora D. Salim
International Conference on Internet-of-Things Design and Implementation

Using Thermal Imaging to Measure Hand Hygiene Quality
Chaofan Wang, Weiwei Jiang, Kangning Yang, Z. Sarsenbayeva, Benjamin Tag, Tilman Dingler, Jorge Gonçalves, V. Kostakos
Journal of Hospital Infection

Multiple-level Point Embedding for Solving Human Trajectory Imputation with Prediction
K. K. Qin, Yongli Ren, Wei Shao, Brennan Lake, Filippo Privitera, Flora D. Salim
ACM Trans. Spatial Algorithms Syst.

Detecting Change Intervals with Isolation Distributional Kernel
Yang Cao, Ye Zhu, K. Ting, Flora D. Salim, Hong Xian Li, Gang Li
Journal of Artificial Intelligence Research

DDoD: Dual Denial of Decision Attacks on Human-AI Teams
Benjamin Tag, Niels van Berkel, Sunny Verma, Benjamin Zi Hao Zhao, S. Berkovsky, Dali Kaafar, V. Kostakos, O. Ohrimenko
IEEE pervasive computing

SeqLink: A Robust Neural-ODE Architecture for Modelling Partially Observed Time Series
Futoon M. Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim
Trans. Mach. Learn. Res.

Integrated Convolutional and Recurrent Neural Networks for Health Risk Prediction using Patient Journey Data with Many Missing Values
Yuxi Liu, S. Qin, Antonio Jimeno Yepes, Wei Shao, Zhenhao Zhang, Flora D. Salim
IEEE International Conference on Bioinformatics and Biomedicine

Approaches to Identify Vulnerabilities to Misinformation: A Research Agenda
Nattapat Boonprakong, Benjamin Tag, Tilman Dingler
arXiv preprint arXiv:2210.11647

Analysing Donors' Behaviour in Non-profit Organisations for Disaster Resilience: The 2019-2020 Australian Bushfires Case Study
Dilini Sewwandi Rajapaksha, Kacper Sokol, J. Chan, Flora D. Salim, Mukesh Prasad, Mahendra Samarawickrama
arXiv preprint arXiv:2210.09034

PromptCast: A New Prompt-Based Learning Paradigm for Time Series Forecasting
Hao Xue, Flora D.Salim
IEEE Transactions on Knowledge and Data Engineering

Learning Cyclotron: An Ecosystem of Knowledge Circulation
Andrew W. Vargo, M. Iwata, M. Hutin, Sofiya Kobylyanskaya, I. Vasilescu, Olivier Augereau, Kousuke Watanabe, Shoya Ishimaru, Benjamin Tag, Tilman Dingler, K. Kise, L. Devillers, A. Dengel
UbiComp/ISWC Adjunct

Delivering Sensing Technologies for Education and Learning
Andrew W. Vargo, Victoria Abou-Khalil, Shoya Ishimaru, Benjamin Tag, M. Hutin, A. Dengel, L. Devillers, K. Kise
UbiComp/ISWC Adjunct

Leveraging language foundation models for human mobility forecasting
Hao Xue, Bhanu Prakash Voutharoja, Flora D. Salim
SIGSPATIAL/GIS

Robust Training with Feature-Based Adversarial Example
Xuanming Fu, Zhengfeng Yang, Hao Xue, Jianlin Wang, Zhenbing Zeng
International Conference on Pattern Recognition

Current Challenges of Using Wearable Devices for Online Emotion Sensing
Weiwei Jiang, Kangning Yang, Maximiliane Windl, Francesco Chiossi, Benjamin Tag, Sven Mayer, Z. Sarsenbayeva
arXiv preprint arXiv:2208.05206

Imagining Future Digital Assistants at Work: A Study of Task Management Needs
Yonchanok Khaokaew, I. Holcombe-James, M. Rahaman, J. Liono, Johanne R. Trippas, Damiano Spina, N. Belkin, P. Bailey, Paul N. Bennett, Yongli Ren, M. Sanderson, Falk Scholer, Ryen W. White, Flora D. Salim
Int. J. Hum. Comput. Stud.

COCOA
Shohreh Deldari, Hao Xue, Aaqib Saeed, Daniel V. Smith, Flora D. Salim
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

Modeling long-term dependencies and short-term correlations in patient journey data with temporal attention networks for health prediction
Yuxi Liu, Zhenhao Zhang, Antonio Jimeno Yepes, Flora D. Salim
ACM International Conference on Bioinformatics, Computational Biology and Biomedicine

How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness Strategies
E. Small, Wei Shao, Zeliang Zhang, Peihan Liu, Jeffrey Chan, Kacper Sokol, Flora D. Salim
arXiv preprint arXiv:2207.04581

Location Contact Tracing: Penetration, Privacy, Position, and Performance
L. Bedogni, Federico Montori, Flora D. Salim
Digit. Gov. Res. Pract.

Investigating the Effects of Mood & Usage Behaviour on Notification Response Time
J. S. Heinisch, Nan Gao, Christoph Anderson, Shohreh Deldari, Klaus David, Flora D. Salim
arXiv preprint arXiv:2207.03405

Mobile Emotion Recognition via Multiple Physiological Signals using Convolution-augmented Transformer
Kangning Yang, Benjamin Tag, Yue Gu, Chaofan Wang, Tilman Dingler, G. Wadley, Jorge Gonçalves
International Conference on Multimedia Retrieval

Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data
Shohreh Deldari, Hao Xue, Aaqib Saeed, Jiayuan He, Daniel V. Smith, Flora D. Salim
arXiv preprint arXiv:2206.02353

A System for Computational Assessment of Hand Hygiene Techniques
Chaofan Wang, Weiwei Jiang, Kangning Yang, Z. Sarsenbayeva, Benjamin Tag, Tilman Dingler, Jorge Gonçalves, V. Kostakos
Journal of medical systems

Digital Emotion Regulation in Everyday Life
Wally Smith, G. Wadley, S. Webber, Benjamin Tag, V. Kostakos, Peter Koval, J. Gross
International Conference on Human Factors in Computing Systems

What Could Possibly Go Wrong When Interacting with Proactive Smart Speakers? A Case Study Using an ESM Application
Jing Wei, Benjamin Tag, Johanne R. Trippas, Tilman Dingler, V. Kostakos
International Conference on Human Factors in Computing Systems

Method for Appropriating the Brief Implicit Association Test to Elicit Biases in Users
Tilman Dingler, Benjamin Tag, D. Eccles, Niels van Berkel, V. Kostakos
International Conference on Human Factors in Computing Systems

Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention
Wei Shao, Zhiling Jin, Shuo Wang, Yu Kang, Xiao Xiao, H. Menouar, Zhaofeng Zhang, Junshan Zhang, Flora D. Salim
International Joint Conference on Artificial Intelligence

Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks
Ashutosh Kumar, Aditya Joshi
Findings

Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity
Kacper Sokol, Meelis Kull, J. Chan, Flora D. Salim
ACM Journal on Responsible Computing

Measuring disentangled generative spatio-temporal representation
Sichen Zhao, Wei Shao, Jeffrey Chan, Flora D. Salim
SDM

Individual and Group-wise Classroom Seating Experience
Nan Gao, M. Rahaman, Wei Shao, Kaixin Ji, Flora D. Salim
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

Event-Aware Multimodal Mobility Nowcasting
Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, R. Shibasaki
AAAI Conference on Artificial Intelligence

Translating Human Mobility Forecasting through Natural Language Generation
Hao Xue, Flora D. Salim, Yongli Ren, C. Clarke
Web Search and Data Mining

Intelligent Vehicle Design based on PaddlePaddle and Deep Learning
Song He, Hao Xue, Lejiang Guo, Xin Chen, Jun Hu
Journal of Physics: Conference Series

Signature-Graph Networks
Ali Hamdi, Flora D. Salim, D. Kim, Xiaojun Chang
arXiv preprint arXiv:2110.11551

GCCN: Global Context Convolutional Network
Ali Hamdi, Flora D. Salim, D. Kim
arXiv preprint arXiv:2110.11664

PIETS: Parallelised Irregularity Encoders for Forecasting with Heterogeneous Time-Series
Futoon M. Abushaqra, Hao Xue, Yongli Ren, Flora D. Salim
Industrial Conference on Data Mining

MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction
Hao Xue, F. Salim, Yongli Ren, Nuria Oliver
Neural Information Processing Systems

CoSEM: Contextual and Semantic Embedding for App Usage Prediction
Yonchanok Khaokaew, M. Rahaman, Ryen W. White, Flora D. Salim
International Conference on Information and Knowledge Management

Evolutionary Ensemble Learning for Multivariate Time Series Prediction
Hui Song, A. K. Qin, Flora D. Salim
arXiv preprint arXiv:2108.09659

Investigating the Reliability of Self-report Data in the Wild: The Quest for Ground Truth
Nan Gao, Mohammad Saiedur Rahaman, W. Shao, Flora D. Salim
UbiComp/ISWC Adjunct

MoParkeR : Multi-objective Parking Recommendation
M. Rahaman, Wei Shao, F. Salim, A. Turky, A. Song, Jeffrey Chan, Junliang Jiang, D. Bradbrook
International Conference on Statistical and Scientific Database Management

Toward Social Role-Based Interruptibility Management
Christoph Anderson, J. S. Heinisch, Shohreh Deldari, F. Salim, Sandra Ohly, Klaus David, V. Pejović
IEEE pervasive computing

Predicting Flight Delay with Spatio-Temporal Trajectory Convolutional Network and Airport Situational Awareness Map
Wei Shao, Arian Prabowo, Sichen Zhao, Piotr Koniusz, Flora D. Salim
Neurocomputing

Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification
Hao Xue, Flora D. Salim
Knowledge Discovery and Data Mining

Understanding occupants’ behaviour, engagement, emotion, and comfort indoors with heterogeneous sensors and wearables
Nan Gao, M. Marschall, J. Burry, Simon C Watkins, Flora D. Salim
Scientific Data

A Critique of Electrodermal Activity Practices at CHI
E. Babaei, Benjamin Tag, Tilman Dingler, Eduardo Velloso
International Conference on Human Factors in Computing Systems

Spatiotemporal data mining: a survey on challenges and open problems
Ali Hamdi, K. Shaban, A. Erradi, Amr Mohamed, Shakila Khan Rumi, Flora D. Salim
Artificial Intelligence Review

Drone-as-a-Service Composition Under Uncertainty
Ali Hamdi, F. Salim, D. Kim, A. G. Neiat, A. Bouguettaya
IEEE Transactions on Services Computing

Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding
Shohreh Deldari, Daniel V. Smith, Hao Xue, F. Salim
The Web Conference

Tool-chain for supporting Privacy Risk Assessments
J. Schwee, Fisayo Caleb Sangogboye, Flora D. Salim, M. Kjærgaard
International Conference on Systems for Energy-Efficient Built Environments

TERMCast: Temporal Relation Modeling for Effective Urban Flow Forecasting
Hao Xue, Flora D. Salim
Pacific-Asia Conference on Knowledge Discovery and Data Mining

TRAILER: Transformer-based Time-wise Long Term Relation Modeling for Citywide Traffic Flow Prediction
Hao Xue, F. Salim
arXiv.org

Scene Gated Social Graph: Pedestrian Trajectory Prediction Based on Dynamic Social Graphs and Scene Constraints
Hao Xue, D. Huynh, Mark Reynolds
arXiv preprint arXiv:2010.05507

Modelling Memory for Individual Re-identification in Decentralised Mobile Contact Tracing Applications
L. Bedogni, Shakila Khan Rumi, Flora D. Salim
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

Generative Adversarial Networks for Spatio-temporal Data: A Survey
Nan Gao, Hao Xue, Wei Shao, Sichen Zhao, K. K. Qin, Arian Prabowo, M. Rahaman, Flora D. Salim
ACM Transactions on Intelligent Systems and Technology

Joint Modelling of Cyber Activities and Physical Context to Improve Prediction of Visitor Behaviors
Manpreet Kaur, Flora D. Salim, Yongli Ren, Jeffrey Chan, M. Tomko, M. Sanderson
ACM Trans. Sens. Networks

Seating preference analysis for hybrid workplaces
M. Rahaman, Shaw Kudo, T. Rawling, Yongli Ren, F. Salim
arXiv preprint arXiv:2007.15807

Multi-officer Routing for Patrolling High Risk Areas Jointly Learned from Check-ins, Crime and Incident Response Data
Shakila Khan Rumi, K. K. Qin, F. Salim
arXiv preprint arXiv:2008.00113

G-CREWE: Graph CompREssion With Embedding for Network Alignment
K. K. Qin, Flora D. Salim, Yongli Ren, Wei Shao, Mark Heimann, Danai Koutra
International Conference on Information and Knowledge Management

Exploring the Impact of COVID-19 Lockdown on Social Roles and Emotions while Working from Home
Samuel C. Nolan, Shakila Khan Rumi, Christoph Anderson, K. David, F. Salim
arXiv preprint arXiv:2007.12353

ESPRESSO
Shohreh Deldari, Daniel V. Smith, Amin Sadri, Flora D. Salim
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

FADACS: A Few-Shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing
Wei Shao, Sichen Zhao, Zhen Zhang, Shiyu Wang, M. Rahaman, A. Song, Flora D. Salim
Annual IEEE International Conference on Pervasive Computing and Communications

n-Gage
Nan Gao, Wei Shao, M. Rahaman, F. Salim
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

Approximating Optimisation Solutions for the Travelling Officer Problem with Neural Networks
Wei Shao, Jeffrey Chan, F. Salim
IEEE International Joint Conference on Neural Network

Benchmarking commercial emotion detection systems using realistic distortions of facial image datasets
Kangning Yang, Chaofan Wang, Z. Sarsenbayeva, Benjamin Tag, Tilman Dingler, G. Wadley, Jorge Gonçalves
The Visual Computer

Intelligent Task Recognition: Towards Enabling Productivity Assistance in Daily Life
J. Liono, M. Rahaman, F. Salim, Yongli Ren, Damiano Spina, Falk Scholer, Johanne R. Trippas, M. Sanderson, Paul N. Bennett, Ryen W. White
International Conference on Multimedia Retrieval

Deep Learning Assisted Memetic Algorithm for Shortest Route Problems
A. Turky, M. Rahaman, Wei Shao, F. Salim, D. Bradbrook, A. Song
International Conference on Conceptual Structures

DroTrack: High-speed Drone-based Object Tracking Under Uncertainty
Ali Hamdi, Flora D. Salim, D. Kim
IEEE International Conference on Fuzzy Systems

Transfer Learning for Thermal Comfort Prediction in Multiple Cities
Nan Gao, Wei Shao, M. Rahaman, Jun Zhai, K. David, Flora D. Salim
Building and Environment

Take a NAP: Non-Autoregressive Prediction for Pedestrian Trajectories
Hao Xue, D. Huynh, Mark Reynolds
International Conference on Neural Information Processing

Recommendation Chart of Domains for Cross-Domain Sentiment Analysis: Findings of A 20 Domain Study
Akash Sheoran, Diptesh Kanojia, Aditya Joshi, P. Bhattacharyya
International Conference on Language Resources and Evaluation

Engaging Participants during Selection Studies in Virtual Reality
Difeng Yu, Qiushi Zhou, Benjamin Tag, Tilman Dingler, Eduardo Velloso, Jorge Gonçalves
IEEE Conference on Virtual Reality and 3D User Interfaces

Preliminary Investigation of Across-Body Vibrotactile Pattern for the Design of Affective Furniture
Yurike Chandra, Benjamin Tag, R. Peiris, K. Minamizawa
IEEE Haptics Symposium

DCAT: A Deep Context-Aware Trust Prediction Approach for Online Social Networks
S. Ghafari, Aditya Joshi, A. Beheshti, Cécile Paris, Shahpar Yakhchi, M. Orgun
Advances in Mobile Multimedia

Flight Delay Prediction using Airport Situational Awareness Map
Wei Shao, Arian Prabowo, Sichen Zhao, Siyu Tan, Piotr Koniusz, Jeffrey Chan, Xinhong Hei, Bradley Feest, Flora D. Salim
SIGSPATIAL/GIS

EOG Glasses: an Eyewear Platform for Cognitive and Social Interaction Assessments in the Wild
G. Chernyshov, Kirill Ragozin, Benjamin Tag, K. Kunze
International Conference on Human-Computer Interaction with Mobile Devices and Services

COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Inference
Arian Prabowo, Piotr Koniusz, Wei Shao, Flora D. Salim
International Conference on Systems for Energy-Efficient Built Environments

Ubiquitous smart eyewear interactions using implicit sensing and unobtrusive information output
Qiushi Zhou, Joshua Newn, Benjamin Tag, Hao-Ping Lee, Chaofan Wang, Eduardo Velloso
UbiComp/ISWC Adjunct

AI-mediated gaze-based intention recognition for smart eyewear: opportunities & challenges
Joshua Newn, Benjamin Tag, Ronal Singh, Eduardo Velloso, F. Vetere
UbiComp/ISWC Adjunct

DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones
Ang Li, Jiayi Guo, Huanrui Yang, F. Salim, Yiran Chen
International Conference on Internet-of-Things Design and Implementation

TIARA: technology integrated apnea respiration analyser
A. Forkan, Flora D. Salim, Russell Conduit, P. Beckett, S. Robinson
Ubiquitous Computing

Modelling Regional Crime Risk using Directed Graph of Check-ins
Shakila Khan Rumi, F. Salim
International Conference on Information and Knowledge Management

Crime Rate Prediction with Region Risk and Movement Patterns
Shakila Khan Rumi, Phillip Luong, Flora D. Salim
arXiv preprint arXiv:1908.02570

Evolutionary model construction for electricity consumption prediction
Hui Song, A. K. Qin, Flora D. Salim
Neural computing & applications (Print)

Predicting Personality Traits From Physical Activity Intensity
Nan Gao, Wei Shao, Flora D. Salim
Computer

A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics
Aditya Joshi, Sarvnaz Karimi, R. Sparks, Cécile Paris, C. R. MacIntyre
BioNLP@ACL

Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection
Adith Iyer, Aditya Joshi, Sarvnaz Karimi, R. Sparks, Cécile Paris
Annual Meeting of the Association for Computational Linguistics

“When Numbers Matter!”: Detecting Sarcasm in Numerical Portions of Text
Abhijeet Dubey, Lakshya Kumar, Arpan Somani, Aditya Joshi, P. Bhattacharyya
WASSA@NAACL-HLT

Deep-Learning-Aided Three-Dimensional Direct Laser Writing of the Complete Connectome of Mushroom Body from an Insect Brain
Haoyi Yu, Wei Shao, Qiming Zhang, F. Salim, M. Gu
2019 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC)

Solving multiple travelling officers problem with population-based optimization algorithms
K. K. Qin, Wei Shao, Yongli Ren, Jeffrey Chan, Flora D. Salim
Neural computing & applications (Print)

Continuous Alertness Assessments: Using EOG Glasses to Unobtrusively Monitor Fatigue Levels In-The-Wild
Benjamin Tag, Andrew W. Vargo, Aman Gupta, G. Chernyshov, K. Kunze, Tilman Dingler
International Conference on Human Factors in Computing Systems

Pedestrian Tracking and Stereo Matching of Tracklets for Autonomous Vehicles
Hao Xue, D. Huynh, Mark Reynolds
IEEE Vehicular Technology Conference

Learning About Work Tasks to Inform Intelligent Assistant Design
Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Hassan Awadallah, P. Bailey, Paul N. Bennett, Ryen W. White, J. Liono, Yongli Ren, Flora D. Salim, M. Sanderson
Conference on Human Information Interaction and Retrieval

Approximating Optimisation Solutions for Travelling Officer Problem with Customised Deep Learning Network
Wei Shao, Flora D. Salim, Jeffrey Chan, S. Morrison, Fabio Zambetta
arXiv preprint arXiv:1903.03348

Improving Experience Sampling with Multi-view User-driven Annotation Prediction
J. Liono, Flora D. Salim, Niels van Berkel, V. Kostakos, A. K. Qin
Annual IEEE International Conference on Pervasive Computing and Communications

OccuSpace: Towards a Robust Occupancy Prediction System for Activity Based Workplace
M. Rahaman, Harsh Pare, J. Liono, Flora D. Salim, Yongli Ren, Jeffrey Chan, Shaw Kudo, T. Rawling, Alexandra Sinickas
2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)

OnlineAirTrajClus: An Online Aircraft Trajectory Clustering for Tarmac Situation Awareness
Wei Shao, Flora D. Salim, Jeffrey Chan, Kai Qin, Jiaman Ma, Bradley Feest
Annual IEEE International Conference on Pervasive Computing and Communications

Deep Models for Converting Sarcastic Utterances into their Non Sarcastic Interpretation
Abhijeet Dubey, Aditya Joshi, P. Bhattacharyya
COMAD/CODS

Location-Velocity Attention for Pedestrian Trajectory Prediction
Hao Xue, D. Huynh, Mark Reynolds
IEEE Workshop/Winter Conference on Applications of Computer Vision

Crowd-enabled Processing of Trustworthy, Privacy-Enhanced and Personalised Location Based Services with Quality Guarantee
T. Hashem, Rubaba Hasan, Flora D. Salim, Mehnaz Tabassum Mahin
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

What Will You Do for the Rest of the Day?
Amin Sadri, Flora D. Salim, Yongli Ren, Wei Shao, John Krumm, C. Mascolo
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

VRTe do: the way of the virtual hand
Kevin Wennrich, Benjamin Tag, K. Kunze
Virtual Reality Software and Technology

A Scalable Room Occupancy Prediction with Transferable Time Series Decomposition of CO2 Sensor Data
I. A. Ang, M. Hamilton, Flora D. Salim
ACM Trans. Sens. Networks

Reading Scheduler: Proactive Recommendations to Help Users Cope with Their Daily Reading Volume
Tilman Dingler, Benjamin Tag, Sabrina Lehrer, A. Schmidt
International Conference on Mobile and Ubiquitous Multimedia

Wait Time Prediction for Airport Taxis Using Weighted Nearest Neighbor Regression
M. Rahaman, Yongli Ren, M. Hamilton, Flora D. Salim
IEEE Access

Hate Speech Detection from Code-mixed Hindi-English Tweets Using Deep Learning Models
Satyajit Kamble, Aditya Joshi
ICON

Shopping intent recognition and location prediction from cyber-physical activities via wi-fi logs
Manpreet Kaur, Flora D. Salim, Yongli Ren, Jeffrey Chan, Martin Tomko, M. Sanderson
International Conference on Systems for Energy-Efficient Built Environments

Theft prediction with individual risk factor of visitors
Shakila Khan Rumi, Ke Deng, Flora D. Salim
SIGSPATIAL/GIS

Predicting Citywide Passenger Demand via Reinforcement Learning from Spatio-Temporal Dynamics
Xiaodong Ning, Lina Yao, Xianzhi Wang, B. Benatallah, Flora D. Salim, P. D. Haghighi
International Conference on Mobile and Ubiquitous Systems: Networking and Services

ProMETheus: An Intelligent Mobile Voice Meeting Minutes System
Hui Liu, Xin Wang, Yuheng Wei, Wei Shao, J. Liono, Flora D. Salim, Bo Deng, Junzhao Du
International Conference on Mobile and Ubiquitous Systems: Networking and Services

Inferring Transportation Mode and Human Activity from Mobile Sensing in Daily Life
J. Liono, Z. Abdallah, A. K. Qin, Flora D. Salim
International Conference on Mobile and Ubiquitous Systems: Networking and Services

Crime event prediction with dynamic features
Shakila Khan Rumi, Ke Deng, Flora D. Salim
EPJ Data Science

EyeWear 2018: Second Workshop on EyeWear Computing
Benjamin Tag, Christian Holz, P. Lukowicz, Olivier Augereau, Yuji Uema, K. Kunze
UbiComp/ISWC Adjunct

Shape memory alloy wire actuators for soft, wearable haptic devices
G. Chernyshov, Benjamin Tag, Cedric Caremel, Feier Cao, Gemma Liu, K. Kunze
Ubiquitous Computing

From the Laboratory into the Wild: Eyewear in Cognitive-Aware System Studies
Benjamin Tag, Olivier Augereau
UbiComp/ISWC Adjunct

Shot Or Not: Comparison of NLP Approaches for Vaccination Behaviour Detection
Aditya Joshi, Xiang Dai, Sarvnaz Karimi, R. Sparks, Cécile Paris, C. R. MacIntyre
SMM4H@EMNLP

BLEDoorGuard: A Device-Free Person Identification Framework Using Bluetooth Signals for Door Access
Wei Shao, Thuong Nguyen, Kai Qin, M. Youssef, Flora D. Salim
IEEE Internet of Things Journal

Evolutionary Multi-objective Ensemble Learning for Multivariate Electricity Consumption Prediction
Hui Song, A. K. Qin, Flora D. Salim
IEEE International Joint Conference on Neural Network

Identifying In-App User Actions from Mobile Web Logs
B. Priyogi, M. Sanderson, Flora D. Salim, Jeffrey Chan, Martin Tomko, Yongli Ren
Pacific-Asia Conference on Knowledge Discovery and Data Mining

Sarcasm Target Identification: Dataset and An Introductory Approach
Aditya Joshi, Pranav Goel, P. Bhattacharyya, Mark J. Carman
International Conference on Language Resources and Evaluation

Traveling Officer Problem: Managing Car Parking Violations Efficiently Using Sensor Data
Wei Shao, Flora D. Salim, Tao Gu, N. Dinh, Jeffrey Chan
IEEE Internet of Things Journal

Mining User Behavioral Rules from Smartphone Data through Association Analysis
Iqbal H. Sarker, Flora D. Salim
Pacific-Asia Conference on Knowledge Discovery and Data Mining

SS-LSTM: A Hierarchical LSTM Model for Pedestrian Trajectory Prediction
Hao Xue, D. Huynh, Mark Reynolds
IEEE Workshop/Winter Conference on Applications of Computer Vision

CoAcT: A Framework for Context-Aware Trip Planning Using Active Transport
M. Rahaman, M. Hamilton, Flora D. Salim
2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)

Towards Enhancing Emotional Responses to Media using Auto-Calibrating Electric Muscle Stimulation (EMS)
Takashi Goto, Benjamin Tag, K. Kunze, Tilman Dingler
International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems

A Location-Query-Browse Graph for Contextual Recommendation
Yongli Ren, Martin Tomko, F. Salim, Jeffrey Chan, C. Clarke, M. Sanderson
IEEE Transactions on Knowledge and Data Engineering

Understanding the predictability of user demographics from cyber-physical-social behaviours in indoor retail spaces
Yongli Ren, Martin Tomko, Flora D. Salim, Jeffrey Chan, M. Sanderson
EPJ Data Science

Queue Context Prediction Using Taxi Driver Knowledge
M. Rahaman, M. Hamilton, Flora D. Salim
International Conference on Knowledge Capture

DA-HOC: semi-supervised domain adaptation for room occupancy prediction using CO2 sensor data
I. A. Ang, Flora D. Salim, M. Hamilton
International Conference on Systems for Energy-Efficient Built Environments

Predicting the city foot traffic with pedestrian sensor data
Xianjing Wang, J. Liono, W. McIntosh, Flora D. Salim
International Conference on Mobile and Ubiquitous Systems: Networking and Services

Bi-Prediction: Pedestrian Trajectory Prediction Based on Bidirectional LSTM Classification
Hao Xue, D. Huynh, Mark Reynolds
International Conference on Digital Image Computing: Techniques and Applications

EMS icons: conveying information by analogy to enhance communication through electrical muscle stimulation
Tilman Dingler, Takashi Goto, Benjamin Tag, K. Kunze
UbiComp/ISWC Adjunct

Nene: an interactive pet device
Pafan Julsaksrisakul, G. Chernyshov, M. Nakatani, Benjamin Tag, K. Kunze
UbiComp/ISWC Adjunct

Facial temperature sensing on smart eyewear for affective computing
Benjamin Tag, G. Chernyshov, K. Kunze
UbiComp/ISWC Adjunct

atmoSphere: mindfulness over haptic-audio cross modal correspondence
Benjamin Tag, T. Goto, K. Minamizawa, Ryan Mannschreck, Haruna Fushimi, K. Kunze
UbiComp/ISWC Adjunct

Wearable aura: an interactive projection on personal space to enhance communication
D. Zheng, Laura Lugaresi, G. Chernyshov, Benjamin Tag, M. Inakage, K. Kunze
UbiComp/ISWC Adjunct

Shrink: Distance preserving graph compression
Amin Sadri, Flora D. Salim, Yongli Ren, Masoomeh Zameni, Jeffrey Chan, T. Sellis
Information Systems

Expect the Unexpected: Harnessing Sentence Completion for Sarcasm Detection
Aditya Joshi, Samarth Agrawal, P. Bhattacharyya, Mark James Carman
International Conference of the Pacific Association for Computaitonal Linguistics

A Simultaneous Extraction of Context and Community from pervasive signals using nested Dirichlet process
Nguyen Cong Thuong, Vu Nguyen, Flora D. Salim, D. V. Le, Dinh Q. Phung
Pervasive and Mobile Computing

Information gain-based metric for recognizing transitions in human activities
Amin Sadri, Yongli Ren, Flora D. Salim
Pervasive and Mobile Computing

CD-HOC: Indoor Human Occupancy Counting using Carbon Dioxide Sensor Data
I. A. Ang, Flora D. Salim, M. Hamilton
arXiv preprint arXiv:1706.05286

Who Opened the Room? Device-Free Person Identification Using Bluetooth Signals in Door Access
Wei Shao, Flora D. Salim, Thuong Nguyen, M. Youssef
2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData)

D-Log: A WiFi Log-based differential scheme for enhanced indoor localization with single RSSI source and infrequent sampling rate
Yongli Ren, Flora D. Salim, Martin Tomko, Y. Bai, Jeffrey Chan, K. K. Qin, M. Sanderson
Pervasive and Mobile Computing

Automated density-based clustering of spatial urban data for interactive data exploration
Erica Rosalina, Flora D. Salim, T. Sellis
Conference on Computer Communications Workshops

CAPRA: A contour-based accessible path routing algorithm
M. Rahaman, Yi Mei, M. Hamilton, Flora D. Salim
Information Sciences

Sarcasm Suite: A Browser-Based Engine for Sarcasm Detection and Generation
Aditya Joshi, Diptesh Kanojia, P. Bhattacharyya, Mark James Carman
AAAI Conference on Artificial Intelligence

Measuring passers-by engagement with AmPost: a printed interactive audio poster
J. Liono, A. Valentine, Chin Koi Khoo, Flora D. Salim
Australasian Computer-Human Interaction Conference

Optimal time window for temporal segmentation of sensor streams in multi-activity recognition
J. Liono, A. K. Qin, Flora D. Salim
International Conference on Mobile and Ubiquitous Systems: Networking and Services

‘Who would have thought of that!’: A Hierarchical Topic Model for Extraction of Sarcasm-prevalent Topics and Sarcasm Detection
Aditya Joshi, Prayas Jain, P. Bhattacharyya, Mark James Carman
arXiv preprint arXiv:1611.04326

AutoJammin': Designing Progression in Traffic and Music
S. Krome, J. Liono, Flora D. Salim, S. Greuter, Fabius Steinberger
International Conference on Automotive User Interfaces and Interactive Vehicular Applications

Automatic Identification of Sarcasm Target: An Introductory Approach
Aditya Joshi, Pranav Goel, P. Bhattacharyya, Mark James Carman
arXiv preprint arXiv:1610.07091

Efficient meta-heuristics for the Multi-Objective Time-Dependent Orienteering Problem
Yi Mei, Flora D. Salim, Xiaodong Li
European Journal of Operational Research

Are Word Embedding-based Features Useful for Sarcasm Detection?
Aditya Joshi, Vaibhav Tripathi, Kevin Patel, P. Bhattacharyya, Mark James Carman
Conference on Empirical Methods in Natural Language Processing

A Framework that Uses the Web for Named Entity Class Identification: Case Study for Indian Classical Music Forums
Joe Cheri Ross, Aditya Joshi, P. Bhattacharyya
Journal of Computacion y Sistemas

Wearable ambient sound display: embedding information in personal music
G. Chernyshov, Benjamin Tag, Jiajun Chen, Noriyasu Vontin, P. Lukowicz, K. Kunze
International Workshop on the Semantic Web

Eye blink as an input modality for a responsive adaptable video system
Benjamin Tag, Junichi Shimizu, Chi Zhang, N. Ohta, K. Kunze, Kazunori Sugiura
UbiComp Adjunct

Clustering Big Spatiotemporal-Interval Data
Wei Shao, Flora D. Salim, A. Song, A. Bouguettaya
IEEE Transactions on Big Data

How Do Cultural Differences Impact the Quality of Sarcasm Annotation?: A Case Study of Indian Annotators and American Text
Aditya Joshi, P. Bhattacharyya, Mark James Carman, Jaya Saraswati, Rajita Shukla
LaTeCH@ACL

Harnessing Sequence Labeling for Sarcasm Detection in Dialogue from TV Series ‘Friends’
Aditya Joshi, Vaibhav Tripathi, P. Bhattacharyya, Mark James Carman
Conference on Computational Natural Language Learning

UTE: A Ubiquitous Data Exploration Platform for Mobile Sensing Experiments
J. Liono, Nguyen Cong Thuong, P. Jayaraman, Flora D. Salim
International Conference on Mobile Data Management

Political Issue Extraction Model: A Novel Hierarchical Topic Model That Uses Tweets By Political And Non-Political Authors
Aditya Joshi, P. Bhattacharyya, Mark James Carman
WASSA@NAACL-HLT

That’ll Do Fine!: A Coarse Lexical Resource for English-Hindi MT, Using Polylingual Topic Models
Diptesh Kanojia, Aditya Joshi, P. Bhattacharyya, Mark James Carman
International Conference on Language Resources and Evaluation

Human occupancy recognition with multivariate ambient sensors
I. A. Ang, Flora D. Salim, M. Hamilton
2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops)

SECC: Simultaneous extraction of context and community from pervasive signals
Nguyen Cong Thuong, Vu Nguyen, Flora D. Salim, Dinh Q. Phung
Annual IEEE International Conference on Pervasive Computing and Communications

Automatic Sarcasm Detection
Aditya Joshi, P. Bhattacharyya, Mark James Carman
ACM Computing Surveys

A temporal expression recognition system for medical documents by
Naman K. Gupta, Aditya Joshi, P. Bhattacharyya
ICON

Using Multilingual Topic Models for Improved Alignment in English-Hindi MT
Diptesh Kanojia, Aditya Joshi, P. Bhattacharyya, Mark James Carman
ICON

Visualization Oriented Spatiotemporal Urban Data Management and Retrieval
J. Liono, F. Salim, Irwan Fario Subastian
UCUI@CIKM

Your Sentiment Precedes You: Using an author’s historical tweets to predict sarcasm
Anupam Khattri, Aditya Joshi, P. Bhattacharyya, Mark James Carman
WASSA@EMNLP

Harnessing Context Incongruity for Sarcasm Detection
Aditya Joshi, Vinita Sharma, P. Bhattacharyya
Annual Meeting of the Association for Computational Linguistics

A Computational Approach to Automatic Prediction of Drunk-Texting
Aditya Joshi, Abhijit Mishra, A. Balamurali, P. Bhattacharyya, Mark James Carman
Annual Meeting of the Association for Computational Linguistics

An Energy-Efficient Inter-organizational Wireless Sensor Data Collection Framework
Chii Chang, S. Loke, Hai Dong, Flora D. Salim, S. Srirama, M. Liyanage, Sea Ling
IEEE International Conference on Web Services

Analyzing Web behavior in indoor retail spaces
Yongli Ren, Martin Tomko, Flora D. Salim, Kevin Ong, M. Sanderson
J. Assoc. Inf. Sci. Technol.

Heuristic evolution with genetic programming for traveling thief problem
Yi Mei, Xiaodong Li, Flora D. Salim, X. Yao
IEEE Congress on Evolutionary Computation

Phone based fall detection by genetic programming
A. Dau, Flora D. Salim, A. Song, Lachlan Hedin, M. Hamilton
International Conference on Mobile and Ubiquitous Multimedia

Navigating multiple augmented reality overlays through occlusion-based triggers
N. Thakar, F. Salim, S. Greuter
International Conference on Mobile and Ubiquitous Multimedia

Day type classification using cell tower connectivity data from smartphones
Amin Sadri, F. Salim
International Conference on Mobile and Ubiquitous Multimedia

Collaborative storyboarding through democratization of content production
Benjamin Tag, JoonYoung Hur, N. Ohta, Kazunori Sugiura
Advances in Computer Entertainment

Design and evaluation of smart wearable undergarment for monitoring physiological extremes in firefighting
Flora D. Salim, Aaron Belbasis, D. Prohasky, S. Houshyar, F. Fuss
ISWC '14 Adjunct

EnviS Tag, Scan, View: A Location-Based App for Visualizing Spatio-temporal Data from Sensor Cloud
Flora D. Salim, Mars Dela Pena, Yu. V. Petrov, N. Sony, Bo Wu, Abdelsalam Ahmed Saad
2014 IEEE 15th International Conference on Mobile Data Management

A cognitive study of subjectivity extraction in sentiment annotation
Abhijit Mishra, Aditya Joshi, P. Bhattacharyya
WASSA@ACL

Measuring Sentiment Annotation Complexity of Text
Aditya Joshi, Abhijit Mishra, Nivvedan Senthamilselvan, P. Bhattacharyya
Annual Meeting of the Association for Computational Linguistics

Visualization of wireless sensor networks using ZigBee's Received Signal Strength Indicator (RSSI) for indoor localization and tracking
Flora D. Salim, Mani Williams, N. Sony, Mars Dela Pena, Yu. V. Petrov, Abdelsalam Ahmed Saad, Bo Wu
2014 IEEE International Conference on Pervasive Computing and Communication Workshops (PERCOM WORKSHOPS)

Making Headlines in Hindi: Automatic English to Hindi News Headline Translation
Aditya Joshi, Kashyap Popat, Shubham Gautam, P. Bhattacharyya
International Joint Conference on Natural Language Processing

Lumina: a soft kinetic material for morphing architectural skins and organic user interfaces
Chin Koi Khoo, Flora D. Salim
Ubiquitous Computing

emoTicSpace: when the built environments get emotional...
F. Salim, Chin Koi Khoo
Ubiquitous Computing

Cross-Lingual Sentiment Analysis for Indian Languages using Linked WordNets
A. Balamurali, Aditya Joshi, P. Bhattacharyya
International Conference on Computational Linguistics

Cost and Benefit of Using WordNet Senses for Sentiment Analysis
A. Balamurali, Aditya Joshi, P. Bhattacharyya
International Conference on Language Resources and Evaluation

Transafe: a crowdsourced mobile platform for crime and safety perception management
M. Hamilton, Flora D. Salim, E. Cheng, S. Choy
International Symposium on Technology and Society

Harnessing WordNet Senses for Supervised Sentiment Classification
A. Balamurali, Aditya Joshi, P. Bhattacharyya
Conference on Empirical Methods in Natural Language Processing

Robust Sense-based Sentiment Classification
A. Balamurali, Aditya Joshi, P. Bhattacharyya
WASSA@ACL

C-Feel-It: A Sentiment Analyzer for Micro-blogs
Aditya Joshi, A. Balamurali, P. Bhattacharyya, R. Mohanty
Annual Meeting of the Association for Computational Linguistics

Form fostering: A novel design approach for interacting with parametric models in the embodied virtuality
Flora D. Salim, Hugo Mulder, J. Burry
Journal of Information Technology in Construction

Towards Adaptive Mobile Mashups: Opportunities for Designing Effective Persuasive Technology on the Road
F. Salim
2010 IEEE 24th International Conference on Advanced Information Networking and Applications Workshops

Software Openness: Evaluating Parameters of Parametric Modeling Tools to Support Creativity and Multidisciplinary Design Integration
Flora D. Salim, J. Burry
Communication Systems and Applications

Road Intersections as Pervasive Computing Environments: Towards a Multiagent Real-Time Collision Warning System
Flora D. Salim, Licheng Cai, M. Indrawan, S. Loke
Annual IEEE International Conference on Pervasive Computing and Communications

U&I Aware: A Framework Using Data Mining and Collision Detection to Increase Awareness for Intersection Users
Flora D. Salim, S. Loke, A. Rakotonirainy, S. Krishnaswamy
21st International Conference on Advanced Information Networking and Applications Workshops (AINAW'07)

Context-Aware Ubiquitous Data Mining Based Agent Model for Intersection Safety
Flora D. Salim, S. Krishnaswamy, S. Loke, A. Rakotonirainy
EUC Workshops

Graphical Representation of XML Schema
Flora D. Salim, Rosanne J. Price, M. Indrawan, S. Krishnaswamy
Asia-Pacific Web Conference

UML documentation support for XML schema
Flora D. Salim, Rosanne J. Price, S. Krishnaswamy, M. Indrawan
Australian Software Engineering Conference : Proceedings