By Professor Flora Salim

Preprints

Yang R; Xue H; Razzak I; Hacid H; Salim FD, 2025, Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning, http://arxiv.org/abs/2505.13994v1

Hua Y; Miao J; Jafari M; Xie J; Xue H; Salim FD, 2025, SOCIA: An End-to-End Agentic Framework for Automated Cyber-Physical-Social Simulator Generation, http://arxiv.org/abs/2505.12006v2

Wongso W; Xue H; Salim FD, 2025, Massive-STEPS: Massive Semantic Trajectories for Understanding POI Check-ins -- Dataset and Benchmarks, http://arxiv.org/abs/2505.11239v2

Li L; Yin D; Xue H; Lillo-Trynes D; Salim F, 2025, Optimizing Electric Vehicle Charging Station Locations: A Data-driven System with Multi-source Fusion, http://arxiv.org/abs/2504.13517v1

Khaokaew Y; Salim FD; Züfle A; Xue H; Anderson T; MacIntyre CR; Scotch M; Heslop DJ, 2025, Evaluating the Bias in LLMs for Surveying Opinion and Decision Making in Healthcare, http://arxiv.org/abs/2504.08260v2

Rijke MD; Hurk BVD; Salim F; Khourdajie AA; Bai N; Calzone R; Curran D; Demil G; Frew L; Gießing N; Gupta MK; Heuss M; Hobeichi S; Huard D; Kang J; Lucic A; Mallick T; Nath S; Okem A; Pernici B; Rajapakse T; Saleem H; Scells H; Schneider N; Spina D; Tian Y; Totin E; Trotman A; Valavandan R; Workneh D; Xie Y, 2025, Information Retrieval for Climate Impact, http://arxiv.org/abs/2504.01162v1

Yang R; Xue H; Razzak I; Hacid H; Salim FD, 2025, Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval, http://arxiv.org/abs/2503.14234v3

Low M; Prabowo A; Xue H; Salim F, 2025, Embedding spatial context in urban traffic forecasting with contrastive pre-training, http://arxiv.org/abs/2503.14980v1

Chen S; Jameel S; Bouadjenek MR; Tang F; Naseem U; Suleiman B; Hacid H; Salim FD; Razzak I, 2025, Enforcing Consistency and Fairness in Multi-level Hierarchical Classification with a Mask-based Output Layer, http://arxiv.org/abs/2503.15566v1

Alselwi G; Xue H; Jameel S; Suleiman B; Salim FD; Razzak I, 2025, Long Context Modeling with Ranked Memory-Augmented Retrieval, http://arxiv.org/abs/2503.14800v1

Nguyen D; Joshi A; Salim F, 2025, Harnessing Test-time Adaptation for NLU tasks Involving Dialects of English, http://arxiv.org/abs/2503.12858v1

Liang Y; Wen H; Xia Y; Jin M; Yang B; Salim F; Wen Q; Pan S; Cong G, 2025, Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey, http://arxiv.org/abs/2503.13502v1

Chen B; Wongso W; Li Z; Khaokaew Y; Xue H; Salim F, 2025, COMODO: Cross-Modal Video-to-IMU Distillation for Efficient Egocentric Human Activity Recognition, http://arxiv.org/abs/2503.07259v1

Ju C; Liu J; Sinha S; Xue H; Salim F, 2025, TrajLLM: A Modular LLM-Enhanced Agent-Based Framework for Realistic Human Trajectory Simulation, http://arxiv.org/abs/2502.18712v1

Kegalle HN; Hettiachchi D; Chan J; Sanderson M; Salim FD, 2025, Watch Out E-scooter Coming Through: Multimodal Sensing of Mixed Traffic Use and Conflicts Through Riders Ego-centric Views, http://arxiv.org/abs/2502.16755v1

Jafari M; Hua DY; Xue H; Salim F, 2025, Enhancing Conversational Agents with Theory of Mind: Aligning Beliefs, Desires, and Intentions for Human-Like Interaction, http://arxiv.org/abs/2502.14171v5

Xu Y; Wang H; Zhang W; Xie L; Chen Y; Salim F; Zhang Y; Gooding J; Walsh T, 2025, AI-Empowered Catalyst Discovery: A Survey from Classical Machine Learning Approaches to Large Language Models, http://arxiv.org/abs/2502.13626v1

Zhang J; Zhu Z; Wang X; Liao S; Jin Z; Salim FD; Chen H, 2025, PAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-Regression AdvGAN, http://arxiv.org/abs/2502.12207v1

Hua Y; Qu L; Li Z; Xue H; Salim FD; Haffari G, 2025, RIDE: Enhancing Large Language Model Alignment through Restyled In-Context Learning Demonstration Exemplars, http://arxiv.org/abs/2502.11681v4

Gao N; Liu Y; Tang X; Liu Y; Yu C; Huang Y; Wang Y; Salim FD; Xu XO; Wei J; Shi Y, 2025, The Homework Wars: Exploring Emotions, Behaviours, and Conflicts in Parent-Child Homework Interactions, http://arxiv.org/abs/2502.01325v2

Chen S; Bouadjenek MR; Jameel S; Naseem U; Suleiman B; Salim FD; Hacid H; Razzak I, 2025, Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification, http://arxiv.org/abs/2501.06827v1

Pham L; Zhang H; Ha H; Salim F; Zhang X, 2024, RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data, http://arxiv.org/abs/2412.17015v5

Curran D; Saleem H; Hobeichi S; Salim F, 2024, Resolution-Agnostic Transformer-based Climate Downscaling, http://dx.doi.org/10.48550/arxiv.2411.14774

Lin X; Prabowo A; Razzak I; Xue H; Amos M; Behrens S; Salim FD, 2024, BiTSA: Leveraging Time Series Foundation Model for Building Energy Analytics, http://dx.doi.org/10.48550/arxiv.2412.14175

Abushaqra FM; Xue H; Ren Y; Salim FD, 2024, ODEStream: A Buffer-Free Online Learning Framework with ODE-based Adaptor for Streaming Time Series Forecasting, http://arxiv.org/abs/2411.07413v2

Saleem H; Salim F; Purcell C, 2024, PACER: Physics Informed Uncertainty Aware Climate Emulator, http://arxiv.org/abs/2410.21657v2

Wongso W; Xue H; Salim FD, 2024, GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems, http://arxiv.org/abs/2410.20643v2

Lin X; Prabowo A; Razzak I; Xue H; Amos M; Behrens S; Salim FD, 2024, Exploring Capabilities of Time Series Foundation Models in Building Analytics, http://dx.doi.org/10.48550/arxiv.2411.08888

Casolin E; Salim FD; Newell B, 2024, Evaluating the Influences of Explanation Style on Human-AI Reliance, http://arxiv.org/abs/2410.20067v1

Li Z; Deldari S; Chen L; Xue H; Salim FD, 2024, SensorLLM: Human-Intuitive Alignment of Multivariate Sensor Data with LLMs for Activity Recognition, http://arxiv.org/abs/2410.10624v3

Naghizade E; Ji K; Tag B; Salim F, 2024, Inside Out or Not: Privacy Implications of Emotional Disclosure, http://dx.doi.org/10.1145/3675094.3677598

Hu Y; Zhang S; Dang T; Jia H; Salim FD; Hu W; Quigley AJ, 2024, Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health, http://dx.doi.org/10.48550/arxiv.2408.07313

Khaokaew Y; Xue H; Rahaman MS; Salim FD, 2024, WorkR: Occupation Inference for Intelligent Task Assistance, http://dx.doi.org/10.48550/arxiv.2407.18518

Kang Y; Chan J; Shao W; Salim FD; Leckie C, 2024, Long-term Fairness in Ride-Hailing Platform, http://dx.doi.org/10.48550/arxiv.2407.17839

Deldari S; Goudarzi M; Joshi A; Shaghaghi A; Finn S; Salim FD; Jha S, 2024, AuditNet: A Conversational AI-based Security Assistant [DEMO], http://arxiv.org/abs/2407.14116v1

Ananthan S; Gao N; Salim FD, 2024, Understanding Physiological Responses of Students Over Different Courses, http://dx.doi.org/10.1145/3675095.3676620

Ao S; Khan S; Aziz H; Salim FD, 2024, REVEAL-IT: REinforcement learning with Visibility of Evolving Agent poLicy for InTerpretability, http://arxiv.org/abs/2406.14214v6

Tang T; Deldari S; Xue H; Melo CD; Salim FD, 2024, ViLCo-Bench: VIdeo Language COntinual learning Benchmark, http://arxiv.org/abs/2406.13123v3

Yin D; Deng J; Ao S; Li Z; Xue H; Prabowo A; Jiang R; Song X; Salim F, 2024, Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned, http://dx.doi.org/10.48550/arxiv.2406.12709

Yin D; Xue H; Prabowo A; Ao S; Salim F, 2024, XXLTraffic: Expanding and Extremely Long Traffic forecasting beyond test adaptation, http://dx.doi.org/10.48550/arxiv.2406.12693

Prabowo A; Lin X; Razzak I; Xue H; Yap EW; Amos M; Salim FD, 2024, BTS: Building Timeseries Dataset: Empowering Large-Scale Building Analytics, http://arxiv.org/abs/2406.08990v2

Li L; Xue H; Song Y; Salim F, 2024, T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation, http://dx.doi.org/10.48550/arxiv.2406.12913

Shao W; Kang Y; Peng Z; Xiao X; Wang L; Yang Y; Salim FD, 2024, STEMO: Early Spatio-temporal Forecasting with Multi-Objective Reinforcement Learning, http://arxiv.org/abs/2406.04035v3

Cruz FZD; Salim FD; Khaokaew Y; Chan J, 2024, CAPRI-FAIR: Integration of Multi-sided Fairness in Contextual POI Recommendation Framework, http://dx.doi.org/10.48550/arxiv.2406.03109

Shao W; Zhu R; Yang C; Thapa C; Ahmed ME; Camtepe S; Zhang R; Kim D; Menouar H; Salim FD, 2024, ST-DPGAN: A Privacy-preserving Framework for Spatiotemporal Data Generation, http://dx.doi.org/10.48550/arxiv.2406.03404

Kang Y; Zhang R; Shao W; Salim FD; Chan J, 2024, Promoting Two-sided Fairness in Dynamic Vehicle Routing Problem, http://dx.doi.org/10.48550/arxiv.2405.19184

Curran D; Saleem H; Salim F, 2024, Identifying high resolution benchmark data needs and Novel data-driven methodologies for Climate Downscaling, http://arxiv.org/abs/2405.20346v1

Nguyen D; Joshi A; Salim F, 2024, Spectraformer: A Unified Random Feature Framework for Transformer, http://arxiv.org/abs/2405.15310v3

Lin X; Prabowo A; Razzak I; Xue H; Amos M; Behrens S; Salim FD, 2024, A Gap in Time: The Challenge of Processing Heterogeneous IoT Data in Digitalized Buildings, http://dx.doi.org/10.48550/arxiv.2405.14267

Ji K; Cherumanal SP; Trippas JR; Hettiachchi D; Salim FD; Scholer F; Spina D, 2024, Towards Detecting and Mitigating Cognitive Bias in Spoken Conversational Search, http://dx.doi.org/10.48550/arxiv.2405.12480

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