By Professor Flora Salim

Preprints

Xie J; Hua Y; Cheng M; Salim F; Xue H, 2026, Causality-Inspired Safe Residual Correction for Multivariate Time Series, http://dx.doi.org/10.48550/arxiv.2512.22428

Yin D; Xue H; Prabowo A; Ao S; Salim F, 2025, XXLTraffic: Expanding and Extremely Long Traffic forecasting beyond test adaptation, http://dx.doi.org/10.48550/arxiv.2406.12693

Saleem H; Salim F; Purcell C, 2025, STC-ViT: Spatio Temporal Continuous Vision Transformer for Medium-range Global Weather Forecasting, http://dx.doi.org/10.48550/arxiv.2402.17966

Yang Y; Yin D; Xue H; Salim F, 2025, STOAT: Spatial-Temporal Probabilistic Causal Inference Network, http://dx.doi.org/10.48550/arxiv.2506.09544

Hua Y; Weatherhead S; Jafari M; Xue H; Salim FD, 2025, SOCIA-$\nabla$: Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation, http://dx.doi.org/10.48550/arxiv.2505.12006

Hua Y; Weatherhead S; Jafari M; Xue H; Salim FD, 2025, SOCIA-Nabla: Textual Gradient Meets Multi-Agent Orchestration for Automated Simulator Generation, http://dx.doi.org/10.48550/arxiv.2510.18551

Divo F; Kraus M; Nguyen AQ; Xue H; Razzak I; Salim FD; Kersting K; Dhami DS, 2025, QuAnTS: Question Answering on Time Series, http://dx.doi.org/10.48550/arxiv.2511.05124

Yang R; Xue H; Razzak I; Hacid H; Salim FD, 2025, Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval, http://dx.doi.org/10.48550/arxiv.2503.14234

Yang R; Xue H; Razzak I; Pan S; Hacid H; Salim FD, 2025, Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning, http://dx.doi.org/10.48550/arxiv.2505.13994

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, http://dx.doi.org/10.48550/arxiv.2511.03741

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

Weatherhead S; Salim F; Belbasis A, 2025, Illusions of reflection: open-ended task reveals systematic failures in Large Language Models' reflective reasoning, http://dx.doi.org/10.48550/arxiv.2510.18254

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

Ao S; Salim FD; Khan S, 2025, EMAC+: Embodied Multimodal Agent for Collaborative Planning with VLM+LLM, http://dx.doi.org/10.48550/arxiv.2505.19905

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

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

Nguyen D; Yin D; Joshi A; Salim F, 2025, Spectraformer: A Unified Random Feature Framework for Transformer, http://dx.doi.org/10.48550/arxiv.2405.15310

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://dx.doi.org/10.48550/arxiv.2506.09076

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; Deldari S; Chen L; Xue H; Salim FD, 2025, SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition, http://dx.doi.org/10.48550/arxiv.2410.10624

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://dx.doi.org/10.48550/arxiv.2502.12207

Zhao S; Shao W; Chan J; Xu Z; Salim F, 2025, FairDRL-ST: Disentangled Representation Learning for Fair Spatio-Temporal Mobility Prediction, http://dx.doi.org/10.48550/arxiv.2508.07518

Wyatt C; Joshi A; Salim F, 2025, What am I missing here?: Evaluating Large Language Models for Masked Sentence Prediction, https://arxiv.org/abs/2508.07702v1

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://dx.doi.org/10.48550/arxiv.2502.01325

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

Gao N; Nolan S; Ji K; Rumi SK; Heinisch JS; Anderson C; David K; Salim FD, 2025, Exploring Emotional and Social Dynamics in Mobile Usage During Home Confinement, http://dx.doi.org/10.48550/arxiv.2310.13304

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

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

Wongso W; Xue H; Salim FD, 2025, GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems, http://dx.doi.org/10.48550/arxiv.2410.20643

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://dx.doi.org/10.48550/arxiv.2502.14171

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://dx.doi.org/10.48550/arxiv.2504.13517

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://dx.doi.org/10.48550/arxiv.2504.08260

Abushaqra FM; Xue H; Ren Y; Salim FD, 2025, ODEStream: A Buffer-Free Online Learning Framework with ODE-based Adaptor for Streaming Time Series Forecasting, http://dx.doi.org/10.48550/arxiv.2411.07413

de Rijke M; 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://dx.doi.org/10.48550/arxiv.2504.01162

Huang R; Xue H; Pagnucco M; Salim F; Song Y, 2025, Vision-based Multi-future Trajectory Prediction: A Survey, http://dx.doi.org/10.48550/arxiv.2302.10463

Low M; Prabowo A; Xue H; Salim F, 2025, Embedding spatial context in urban traffic forecasting with contrastive pre-training, http://dx.doi.org/10.48550/arxiv.2503.14980

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://dx.doi.org/10.48550/arxiv.2503.15566

Nguyen D; Joshi A; Salim F, 2025, Harnessing Test-time Adaptation for NLU tasks Involving Dialects of English, https://arxiv.org/abs/2503.12858v2

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://dx.doi.org/10.48550/arxiv.2503.13502

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://dx.doi.org/10.48550/arxiv.2502.11681

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://dx.doi.org/10.48550/arxiv.2502.18712

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://dx.doi.org/10.48550/arxiv.2502.16755

Jin M; Shi G; Li Y-F; Xiong B; Zhou T; Salim FD; Zhao L; Wu L; Wen Q; Pan S, 2025, Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting, http://dx.doi.org/10.48550/arxiv.2305.06587

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, https://arxiv.org/abs/2502.13626v1

Pham L; Zhang H; Ha H; Salim F; Zhang X, 2025, RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data, http://dx.doi.org/10.48550/arxiv.2412.17015

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://dx.doi.org/10.48550/arxiv.2501.06827

Tang T; Deldari S; Xue H; De Melo C; Salim FD, 2024, ViLCo-Bench: VIdeo Language COntinual learning Benchmark, http://dx.doi.org/10.48550/arxiv.2406.13123

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

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