By Professor Flora Salim

Conference Papers

Salim FD; Burry J, 2010, 'Software openness: Evaluating parameters of parametric modeling tools to support creativity and multidisciplinary design integration', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 483 - 497, http://dx.doi.org/10.1007/978-3-642-12179-1_40

Salim FD; Burry J; Taniar D; Lee VC; Burrow A, 2010, 'The Digital Emerging and Converging Bits of Urbanism Crowddesigning a live knowledge network for sustainable urban living', in Proceedings of the International Conference on Education and Research in Computer Aided Architectural Design in Europe, pp. 883 - 891

Salim FD; Cai L; Indrawan M; Loke SW, 2008, 'Road intersections as pervasive computing environments: Towards a multiagent real-time collision warning system', in 6th Annual IEEE International Conference on Pervasive Computing and Communications Percom 2008, pp. 621 - 626, http://dx.doi.org/10.1109/PERCOM.2008.72

Salim FD; Loke SW; Rakotonirainy A; Srinivasan B; Krishnaswamy S, 2007, 'Collision pattern modeling and Real-Time collision detection at road intersections', in IEEE Conference on Intelligent Transportation Systems Proceedings ITSC, pp. 161 - 166, http://dx.doi.org/10.1109/ITSC.2007.4357693

Salim FD; Loke SW; Rakotonirainy A; Krishnaswamy S, 2007, 'U&I aware: A framework using data mining and collision detection to increase awareness for intersection users', in Proceedings 21st International Conference on Advanced Information Networking and Applications Workshops Symposia Ainaw 07, pp. 530 - 535, http://dx.doi.org/10.1109/AINAW.2007.360

Salim FD; Loke SW; Rakotonirainy A; Krishnaswamy S, 2007, 'U&I Aware: A Framework Using Data Mining and Collision Detection to Increase Awareness for Intersection Users', in 21st International Conference on Advanced Information Networking and Applications Workshops (AINAW'07), IEEE, pp. 530 - 535, presented at 21st International Conference on Advanced Information Networking and Applications Workshops (AINAW'07), 21 May 2007 - 23 May 2007, http://dx.doi.org/10.1109/ainaw.2007.360

Salim FD; Loke SW; Rakotonirainy A; Krishnaswamy S, 2007, 'Simulated intersection environment and learning of collision and traffic data in the U&I aware framework', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 153 - 162, http://dx.doi.org/10.1007/978-3-540-73549-6_16

Salim FD; Krishnaswamy S; Loke SW; Rakotonirainy A, 2005, 'Context-aware ubiquitous data mining based agent model for intersection safety', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 61 - 70, http://dx.doi.org/10.1007/11596042_7

Salim FD; Price R; Krishnaswamy S; Indrawan M, 2004, 'UML documentation support for XML schema', in Proceedings of the Australian Software Engineering Conference ASWEC, pp. 211 - 220, http://dx.doi.org/10.1109/ASWEC.2004.1290474

Salim FD; Price R; Indrawan M; Krishnaswamy S, 2004, 'Graphical representation of XML schema', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 234 - 245, http://dx.doi.org/10.1007/978-3-540-24655-8_25

Preprints

Li P; Ao S; Xue H; Song Y; de Rijke M; Barthélemy J; Bednarz T; Salim FD, 2026, Refine-POI: Reinforcement Fine-Tuned Large Language Models for Next Point-of-Interest Recommendation, http://dx.doi.org/10.48550/arxiv.2506.21599

Liu Y; Zhang Z; Qiu M; Wang S; Salim FD; Shen J; Chen T; Razzak I; Bian J, 2025, GatorSC: Multi-Scale Cell and Gene Graphs with Mixture-of-Experts Fusion for Single-Cell Transcriptomics., http://dx.doi.org/10.64898/2025.12.03.691688

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

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

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

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

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

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