By Professor Flora Salim

Journal articles

Arief-Ang IB; Hamilton M; Salim FD, 2018, 'RUP: Large Room Utilisation Prediction with carbon dioxide sensor', Pervasive and Mobile Computing, 46, pp. 49 - 72, http://dx.doi.org/10.1016/j.pmcj.2018.03.001

Shao W; Salim FD; Gu T; Dinh NT; Chan J, 2018, 'Traveling Officer Problem: Managing Car Parking Violations Efficiently Using Sensor Data', IEEE Internet of Things Journal, 5, pp. 802 - 810, http://dx.doi.org/10.1109/JIOT.2017.2759218

Ren Y; Tomko M; Salim FD; Chan J; Clarke CLA; Sanderson M, 2018, 'A Location-Query-Browse Graph for Contextual Recommendation', IEEE Transactions on Knowledge and Data Engineering, 30, pp. 204 - 218, http://dx.doi.org/10.1109/TKDE.2017.2766059

Rahaman MS; Ren Y; Hamilton M; Salim FD, 2018, 'Wait time prediction for airport taxis using weighted nearest neighbor regression', IEEE Access, 6, pp. 74660 - 74672, http://dx.doi.org/10.1109/ACCESS.2018.2882580

Sadri A; Salim FD; Ren Y; Zameni M; Chan J; Sellis T, 2017, 'Shrink: Distance preserving graph compression', Information Systems, 69, pp. 180 - 193, http://dx.doi.org/10.1016/j.is.2017.06.001

Sadri A; Ren Y; Salim FD, 2017, 'Information gain-based metric for recognizing transitions in human activities', Pervasive and Mobile Computing, 38, pp. 92 - 109, http://dx.doi.org/10.1016/j.pmcj.2017.01.003

Ren Y; Salim FD; Tomko M; Bai YB; Chan J; Qin KK; Sanderson M, 2017, 'D-Log: A WiFi Log-based differential scheme for enhanced indoor localization with single RSSI source and infrequent sampling rate', Pervasive and Mobile Computing, 37, pp. 94 - 114, http://dx.doi.org/10.1016/j.pmcj.2016.09.018

Rahaman MS; Mei Y; Hamilton M; Salim FD, 2017, 'CAPRA: A contour-based accessible path routing algorithm', Information Sciences, 385-386, pp. 157 - 173, http://dx.doi.org/10.1016/j.ins.2016.12.041

Ren Y; Tomko M; Salim FD; Ong K; Sanderson M, 2017, 'Analyzing Web behavior in indoor retail spaces', Journal of the Association for Information Science and Technology, 68, pp. 62 - 76, http://dx.doi.org/10.1002/asi.23587

Shao W; Salim FD; Song A; Bouguettaya A, 2016, 'Clustering Big Spatiotemporal-Interval Data', IEEE Transactions on Big Data, 2, pp. 190 - 203, http://dx.doi.org/10.1109/tbdata.2016.2599923

Mei Y; Salim FD; Li X, 2016, 'Efficient meta-heuristics for the Multi-Objective Time-Dependent Orienteering Problem', European Journal of Operational Research, 254, pp. 443 - 457, http://dx.doi.org/10.1016/j.ejor.2016.03.053

Salim F; Haque U, 2015, 'Urban computing in the wild: A survey on large scale participation and citizen engagement with ubiquitous computing, cyber physical systems, and Internet of Things', International Journal of Human Computer Studies, 81, pp. 31 - 48, http://dx.doi.org/10.1016/j.ijhcs.2015.03.003

Salim F; Burry J; Peers J; Underwood J, 2012, 'Augmented spatiality', International Journal of Architectural Computing, 10, pp. 275 - 300, http://dx.doi.org/10.1260/1478-0771.10.2.275

Salim FD, 2012, 'Probing Streets and the Built Environment with Ambient and Community Sensing', Journal of Urban Technology, 19, pp. 47 - 67, http://dx.doi.org/10.1080/10630732.2012.698066

Khoo CK; Salim F; Burry J, 2011, 'Designing architectural morphing skins with elastic modular systems', International Journal of Architectural Computing, 9, pp. 397 - 419, http://dx.doi.org/10.1260/1478-0771.9.4.397

Toth B; Salim F; Burry J; Frazer J; Drogemuller R; Burry M, 2011, 'Energy-oriented design tools for collaboration in the cloud', International Journal of Architectural Computing, 9, pp. 339 - 359, http://dx.doi.org/10.1260/1478-0771.9.4.339

Salim FD; Mulder HM; Burry JR, 2011, 'Form fostering: A novel design approach for interacting with parametric models in the embodied virtuality', Electronic Journal of Information Technology in Construction, 16, pp. 135 - 150

Hamilton M; Salim F; Cheng E; Choy SL, 2011, 'Transafe', ACM SIGCAS Computers and Society, 41, pp. 32 - 37, http://dx.doi.org/10.1145/2095272.2095275

Salim FD; Mulder H; Jaworski P; Ransom JW; Cutellic P; Iseki T; Di Leo S; Köm Y, 2010, 'Collaborative Design and Live Interaction with Parametric Models Using UbiMash', International Journal of Architectural Computing, 8, pp. 377 - 398, http://dx.doi.org/10.1260/1478-0771.8.3.377

Conference Papers

Khaokaew Y; Kong R; Züfle A; Xue H; Anderson T; Macintyre CR; Scotch M; Salim FD; Heslop DJ, 2026, 'An Infectious Disease Spread Simulation Based on Large Language Model Decision Making', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 11248 - 11259, http://dx.doi.org/10.1145/3770855.3818983

Li X; Xue H; Wu P; Ma X; Zhang Z; Chen H; Salim FD, 2026, 'Perturbation Effects on Robustness and Individual Fairness', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 2826 - 2837, http://dx.doi.org/10.1145/3770855.3817848

De Rijke M; Salim FD, 2026, 'MANILA26: SIGIR 2026 Tutorial on Information Retrieval for Climate Change Impact', in SIGIR 2026 Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 5320 - 5323, http://dx.doi.org/10.1145/3805712.3808642

Dang T; Chatterjee S; Jia H; Wu Y; Salim F; Kawsar F, 2026, 'AdaNODEs: Test Time Adaptation for Time Series Forecasting Using Neural Odes', in ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, pp. 2771 - 2775, presented at ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 03 May 2026 - 08 May 2026, http://dx.doi.org/10.1109/icassp55912.2026.11463542

Nuwanthika 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', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3772318.3791636

Kuang Z; Li T; Jiang W; Mayer S; Salim FD; Tag B; Withana A; Sarsenbayeva Z, 2026, 'Understanding the Effects of Interaction on Emotional Experiences in VR', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3772318.3790313

Yang R; Xue H; Razzak I; Salim FD, 2026, 'Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval', in Www 2026 Proceedings of the ACM Web Conference 2026, pp. 4460 - 4471, http://dx.doi.org/10.1145/3774904.3792745

Du J; Stone H; Yang Y; Desai A; Xue H; Züfle A; Macintyre CR; Salim FD, 2026, 'Genomic-Informed Heterogeneous Graph Learning for Spatiotemporal Avian Influenza Outbreak Forecasting', in Www 2026 Proceedings of the ACM Web Conference 2026, pp. 9044 - 9055, http://dx.doi.org/10.1145/3774904.3793010

Huang L; Xiao G; Ma S; Chen H; Tang S; Salim FD, 2026, 'Mining Citywide Dengue Spread Patterns in Singapore Through Hotspot Dynamics from Open Web Data', in Www 2026 Proceedings of the ACM Web Conference 2026, pp. 8907 - 8915, http://dx.doi.org/10.1145/3774904.3793028

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', in Www 2026 Proceedings of the ACM Web Conference 2026, pp. 9604 - 9615, http://dx.doi.org/10.1145/3774904.3793060

Li Z; Chen B; Xue H; Salim FD, 2026, 'ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents', Association for Computational Linguistics (ACL), pp. 14986 - 15008, presented at Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), http://dx.doi.org/10.18653/v1/2026.acl-long.684

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', in Findings of the Association for Computational Linguistics: ACL 2026, Association for Computational Linguistics, pp. 23302 - 23319, presented at Findings of the Association for Computational Linguistics: ACL 2026, - , http://dx.doi.org/10.18653/v1/2026.findings-acl.1167

Hua Y; Weatherhead S; Jafari M; Xue H; Salim FD, 2026, 'SOCIA-EVO: Automated Simulator Construction via Dual-Anchored Bi-Level Optimization', in Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Association for Computational Linguistics, pp. 27596 - 27634, presented at Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), - , http://dx.doi.org/10.18653/v1/2026.acl-long.1274

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', in Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Association for Computational Linguistics, pp. 30186 - 30213, presented at Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), - , http://dx.doi.org/10.18653/v1/2026.acl-long.1393

Jerónimo Bañuelos J; He E; Costa-Requena J; Salim F; Sigg S, 2025, 'A Hybrid Generative Model based on Diffusion and Graphs for Cross-Correlated Synthetic Multivariate Time Series Data', in Ubicomp Companion 2025 Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 722 - 727, http://dx.doi.org/10.1145/3714394.3756176

Heinisch JS; David K; Zuo S; Salim F; Kegalle H, 2025, 'UbiComp4VRU: Ubiquitous Computing for Vulnerable Road Users', in Ubicomp Companion 2025 Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 1439 - 1442, http://dx.doi.org/10.1145/3714394.3750583

Pal S; Xue H; Gao N; Heinisch JS; Salim F; Zhang H, 2025, 'UbiSense 2025: First International Workshop on Emerging Techniques in Ubiquitous Sensing and Interaction', in Ubicomp Companion 2025 Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 1476 - 1478, http://dx.doi.org/10.1145/3714394.3750560

Stone H; Du J; Xue H; Scotch M; Heslop D; Zufle A; Macintyre CR; Salim F, 2025, 'A Probabilistic Framework for Imputing Genetic Distances in Spatiotemporal Pathogen Models', in 33rd ACM Sigspatial International Conference on Advances in Geographic Information Systems ACM Sigspatial 2025, pp. 646 - 655, http://dx.doi.org/10.1145/3748636.3762779

Liu Y; Tan H; Kanjaria R; Li L; Salim FD, 2025, 'Classical Feature Embeddings Help in BERT-Based Human Mobility Prediction', in 33rd ACM Sigspatial International Conference on Advances in Geographic Information Systems ACM Sigspatial 2025, pp. 1134 - 1137, http://dx.doi.org/10.1145/3748636.3763212

Kang Y; Zhang J; Shao W; Tang R; Andrejevic M; Chan J; Salim FD, 2025, 'Dynamic Budgeted Reinforcement Learning for Fairness in Spatial-Temporal Resource Allocation', in 33rd ACM Sigspatial International Conference on Advances in Geographic Information Systems ACM Sigspatial 2025, pp. 660 - 669, http://dx.doi.org/10.1145/3748636.3762782

Kong R; Anderson T; Heslop DJ; Scotch M; Salim FD; Macintyre CR; Zufle A, 2025, 'EpiScale: Large-Scale Simulation of Infectious Disease Based on Human Mobility', in 33rd ACM Sigspatial International Conference on Advances in Geographic Information Systems ACM Sigspatial 2025, pp. 828 - 831, http://dx.doi.org/10.1145/3748636.3762791

Zhao S; Shao W; Chan J; Xu Z; Salim F, 2025, 'FairDRL-ST: Disentangled Representation Learning for Fair Spatio-Temporal Mobility Prediction', in 33rd ACM Sigspatial International Conference on Advances in Geographic Information Systems ACM Sigspatial 2025, pp. 103 - 106, http://dx.doi.org/10.1145/3748636.3762713

Wongso W; Xue H; Salim FD, 2025, 'GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems', in 33rd ACM Sigspatial International Conference on Advances in Geographic Information Systems ACM Sigspatial 2025, pp. 436 - 439, http://dx.doi.org/10.1145/3748636.3762754

Yang Y; Yin D; Xue H; Salim F, 2025, 'STOAT: Spatial-Temporal Probabilistic Causal Inference Network', in 33rd ACM Sigspatial International Conference on Advances in Geographic Information Systems ACM Sigspatial 2025, pp. 499 - 510, http://dx.doi.org/10.1145/3748636.3762761

Yin D; Xue H; Prabowo A; Ao S; Salim F, 2025, 'XXLTraffic: Expanding and Extremely Long Traffic Forecasting beyond Test Adaptation', in 33rd ACM Sigspatial International Conference on Advances in Geographic Information Systems ACM Sigspatial 2025, pp. 511 - 521, http://dx.doi.org/10.1145/3748636.3762762

Tazin T; Hossain T; Yamashita K; Kinoshita T; Tag B; Oyama S; Yonezawa T; Salim F, 2025, 'Feel the Pain: An Interpretable Multimodal Approach for Physiological Signal-Based Pain Detection', in Icmi 2025 Companion Publication of the 27th International Conference on Multimodal Interaction, pp. 100 - 108, http://dx.doi.org/10.1145/3747327.3764786

Luong J; Xue H; Salim FD, 2025, 'CoughViT: A Self-Supervised Vision Transformer for Cough Audio Representation Learning', in Proceedings International Symposium on Wearable Computers Iswc, pp. 45 - 52, http://dx.doi.org/10.1145/3715071.3750404

Zhang J; Zhu Z; Wang X; Liao S; Jin Z; Salim F; Chen H, 2025, 'PAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-regression AdvGAN', in Lecture Notes in Computer Science, pp. 164 - 180, http://dx.doi.org/10.1007/978-3-032-06109-6_10

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', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 6063 - 6073, http://dx.doi.org/10.1145/3711896.3736552

Kong R; Anderson T; Scotch M; Heslop DJ; Khaokaew Y; Xue H; Xiong L; Macintyre CR; Salim FD; Züfle A, 2025, 'Simulated Infectious Diseases Datasets with Controlled Data Bias', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 5551 - 5559, http://dx.doi.org/10.1145/3711896.3737401

van den Hurk B; de Rijke M; Salim F, 2025, 'MANILA25: SIGIR 2025 Workshop on Information Retrieval for Climate Impact', in SIGIR 2025 Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 4192 - 4194, http://dx.doi.org/10.1145/3726302.3730368

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