By Professor Flora Salim

Conference Papers

Sharaidin MK; Salim F, 2011, 'Affordable, performative, and responsive: Designing affordable responsive architectural prototypes through physical and digital modelling', in Circuit Bending Breaking and Mending Proceedings of the 16th International Conference on Computer Aided Architectural Design Research in Asia Caadria 2011, pp. 113 - 122, http://dx.doi.org/10.52842/conf.caadria.2011.113

Khoo CK; Salim FD, 2011, 'Designing elastic transformable structures: Towards soft responsive architecture', in Circuit Bending Breaking and Mending Proceedings of the 16th International Conference on Computer Aided Architectural Design Research in Asia Caadria 2011, pp. 143 - 152, http://dx.doi.org/10.52842/conf.caadria.2011.143

Salim FD; Mulder H; Burry J, 2010, 'A system for form fostering: Parametric modeling of responsive forms in mixed reality', in New Frontiers Proceedings of the 15th International Conference on Computer Aided Architectural Design in Asia Caadria 2010, pp. 531 - 540

Salim FD; Mulder H; Jaworski P, 2010, 'Demonstration of an open platform for tangible and social interactions with responsive models', in Life in Formation on Responsive Information and Variations in Architecture Proceedings of the 30th Annual Conference of the Association for Computer Aided Design in Architecture Acadia 2010, pp. 227 - 233

Salim FD, 2010, 'Towards adaptive mobile mashups: Opportunities for designing effective persuasive technology on the road', in 24th IEEE International Conference on Advanced Information Networking and Applications Workshops Waina 2010, pp. 7 - 11, http://dx.doi.org/10.1109/WAINA.2010.32

Fernando R; Drogemuller R; Salim FD; Burry J, 2010, 'Patterns, heuristics for architectural design support: Making use of evolutionary modelling in design', in New Frontiers Proceedings of the 15th International Conference on Computer Aided Architectural Design in Asia Caadria 2010, pp. 283 - 292, http://dx.doi.org/10.52842/conf.caadria.2010.283

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; 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; 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, '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

Xue C; Wang Y; Liu M; Liang D; Han X; Liu P; Wu X; Lu C; Jiang L; Lu Y; Shi H; Liang S; Peng M; Salim FD, 2026, Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models

Xue C; Wang Y; Liu M; Liang D; Han X; Liu P; Wu X; Lu C; Jiang L; Lu Y; Shi H; Liang S; Peng M; Salim FD, 2026, Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty

Yang R; Xue H; Razzak I; Hacid H; Salim FD, 2026, RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA, http://dx.doi.org/10.48550/arxiv.2510.20505

Hua Y; Weatherhead S; Jafari M; Xue H; Salim FD, 2026, SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization

Li Z; Chen B; Xue H; Salim FD, 2026, ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents, http://dx.doi.org/10.48550/arxiv.2508.04038

Du J; Ye Z; Ma C; Liu F; Salim FD, 2026, User-Aware Conditional Generative Total Correlation Learning for Multi-Modal Recommendation, http://dx.doi.org/10.48550/arxiv.2604.03014

Dong H; Prabowo A; Xue H; Shuang A; Zhou T; Salim FD, 2026, Double-Diffusion: ODE-Prior Accelerated Diffusion Models for Spatio-Temporal Graph Forecasting, http://dx.doi.org/10.48550/arxiv.2506.23053

Zhang B; Mahdavi N; Sethuvenkatraman S; Ao S; Salim F, 2026, AutoB2G: A Large Language Model-Driven Agentic Framework For Automated Building-Grid Co-Simulation, http://dx.doi.org/10.48550/arxiv.2603.26005

Nguyen T; Liu Y; De Melo C; Salim FD, 2026, HyperTokens: Controlling Token Dynamics for Continual Video-Language Understanding, http://dx.doi.org/10.48550/arxiv.2603.06662

Li J; Salim FD, 2026, DRIFT-Net: A Spectral--Coupled Neural Operator for PDEs Learning, http://dx.doi.org/10.48550/arxiv.2509.24868

Kegalle H; Salim FD; Sanderson M; Chan J; Hettiachchi D, 2026, Applying Value Sensitive Design to Location-Based Services: Designing for Shared Spaces and Local Conditions, http://dx.doi.org/10.48550/arxiv.2603.12521

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

Kuang Z; Li T; Jiang W; Mayer S; Salim F; Tag B; Withana A; Sarsenbayeva Z, 2026, Understanding the Effects of Interaction on Emotional Experiences in VR, http://dx.doi.org/10.48550/arxiv.2603.02535

Li J; Wang Z; Salim FD, 2026, SGNO: Spectral Generator Neural Operators for Stable Long Horizon PDE Rollouts, http://dx.doi.org/10.48550/arxiv.2602.18801

Sun F; Tanin E; Karunasekera S; Li Z; Salim FD; Qi J, 2026, UrbanVerse: Learning Urban Region Representation Across Cities and Tasks, http://dx.doi.org/10.48550/arxiv.2602.15750

Fiori M; Civitarese G; Salim FD; Bettini C, 2026, DomusFM: A Foundation Model for Smart-Home Sensor Data, http://dx.doi.org/10.48550/arxiv.2602.01910

Chen B; Tag B; Xue H; Angus D; Salim F, 2026, When Ads Become Profiles: Uncovering the Invisible Risk of Web Advertising at Scale with LLMs, http://dx.doi.org/10.48550/arxiv.2509.18874

Li X; Xue H; Wu P; Ma X; Zhang Z; Chen H; Salim FD, 2026, Perturbation Effects on Accuracy and Fairness among Similar Individuals, http://dx.doi.org/10.48550/arxiv.2404.01356

Chen B; Wongso W; Hu X; Tan Y; Salim F, 2026, Multi-Stage Verification-Centric Framework for Mitigating Hallucination in Multi-Modal RAG, http://dx.doi.org/10.48550/arxiv.2507.20136

Dang T; Chatterjee S; Jia H; Wu Y; Salim F; Kawsar F, 2026, AdaNODEs: Test Time Adaptation for Time Series Forecasting Using Neural ODEs, http://dx.doi.org/10.48550/arxiv.2601.12893

Stone H; Du J; Yang Y; Desai A; Dawson R; Xue H; Heslop D; Scotch M; Züfle A; MacIntyre CR; Salim F, 2026, From Ecological Connectivity to Outbreak Risk: A Heterogeneous Graph Network for Epidemiological Reasoning under Sparse Spatiotemporal Data, http://dx.doi.org/10.48550/arxiv.2601.09738

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

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

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

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

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

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