By Professor Flora Salim

Preprints

Lin X; Prabowo A; Razzak I; Xue H; Amos M; Behrens S; Salim FD, 2025, Electric Vehicle Charging Load Modeling: A Survey, Trends, Challenges and Opportunities

Liu Y; Tan H; Kanjaria R; Li L; Salim FD, 2025, Classical Feature Embeddings Help in BERT-Based Human Mobility Prediction, http://dx.doi.org/10.48550/arxiv.2510.20275

Yang R; Xue H; Razzak I; Hacid H; Salim FD, 2025, Hierarchical Sequence Iteration for Heterogeneous Question Answering, http://dx.doi.org/10.48550/arxiv.2510.20505

Prabowo A; Salim FD, 2025, There is No "apple" in Timeseries: Rethinking TSFM through the Lens of Invariance, http://dx.doi.org/10.48550/arxiv.2510.20119

Alashwal H; Dabool H; van Zyl T; van der Haar D; Chakravarthy S; Deldari S; Salim FD; Lerner I; Moustafa A, 2025, Overcoming Catastrophic Interference: Neuroscience-inspired Models for Continuous Learning in Neural Networks, http://dx.doi.org/10.31234/osf.io/up7yz_v1

Li J; Salim FD, 2025, DRIFT-Net: A Spectral--Coupled Neural Operator for PDEs Learning, http://dx.doi.org/10.48550/arxiv.2509.24868

Wang Z; Chen B; Yan K; Piao H; Xue H; Salim FD; Shi Y; Wang Y, 2025, Resolving Ambiguity in Gaze-Facilitated Visual Assistant Interaction Paradigm, http://dx.doi.org/10.48550/arxiv.2509.21980

Tian F; Salim FD; Xue H, 2025, TradingGroup: A Multi-Agent Trading System with Self-Reflection and Data-Synthesis, http://dx.doi.org/10.48550/arxiv.2508.17565

Li Z; Chen B; Xue H; Salim FD, 2025, ZARA: Zero-shot Motion Time-Series Analysis via Knowledge and Retrieval Driven LLM Agents, http://dx.doi.org/10.48550/arxiv.2508.04038

Luong J; Xue H; Salim FD, 2025, CoughViT: A Self-Supervised Vision Transformer for Cough Audio Representation Learning, http://dx.doi.org/10.48550/arxiv.2508.03764

Ji K; Hettiachchi D; Scholer F; Salim FD; Spina D, 2025, SenseSeek Dataset: Multimodal Sensing to Study Information Seeking Behaviors, http://dx.doi.org/10.48550/arxiv.2507.14792

Tan Y; Hu X; Xue H; De Melo C; Salim FD, 2025, Bisecle: Binding and Separation in Continual Learning for Video Language Understanding, http://dx.doi.org/10.48550/arxiv.2507.00469

Li P; Ao S; Xue H; Song Y; de Rijke M; Barthélemy J; Bednarz T; Salim FD, 2025, Refine-POI: Reinforcement Fine-Tuned Large Language Models for Next Point-of-Interest Recommendation, http://dx.doi.org/10.48550/arxiv.2506.21599

Dong H; Prabowo A; Xue H; Salim FD, 2025, Double-Diffusion: Diffusion Conditioned Diffusion Probabilistic Model For Air Quality Prediction, http://dx.doi.org/10.48550/arxiv.2506.23053

Curran DJ; Hobeichi S; Saleem H; Xue H; Salim FD, 2025, Generate the Forest before the Trees -- A Hierarchical Diffusion model for Climate Downscaling, http://dx.doi.org/10.48550/arxiv.2506.19391

Chen S; Shao W; Salim FD; Xue H, 2025, ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation, http://dx.doi.org/10.48550/arxiv.2506.17929

Yang Y; Yin D; Xue H; Salim F, 2025, STOAT: Spatial-Temporal Probabilistic Causal Inference Network, http://arxiv.org/abs/2506.09544v2

Stone H; Du J; Xue H; Scotch M; Heslop D; Züfle A; MacIntyre CR; Salim F, 2025, A Probabilistic Framework for Imputing Genetic Distances in Spatiotemporal Pathogen Models, http://arxiv.org/abs/2506.09076v1

Du J; Stone H; Yang Y; Desai A; Xue H; Züfle A; MacIntyre CR; Salim FD, 2025, BLUE: Bi-layer Heterogeneous Graph Fusion Network for Avian Influenza Forecasting, http://arxiv.org/abs/2505.22692v1

Ao S; Salim FD; Khan S, 2025, EMAC+: Embodied Multimodal Agent for Collaborative Planning with VLM+LLM, http://arxiv.org/abs/2505.19905v1

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

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