By Professor Flora Salim

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

Prabowo A; Lin X; Razzak I; Xue H; Amos M; White SD; Salim FD, 2025, 'Brick-by-Brick: Cyber-Physical Building Data Classification Challenge', in Www Companion 2025 Companion Proceedings of the ACM Web Conference 2025, pp. 3021 - 3025, http://dx.doi.org/10.1145/3701716.3718483

Pham L; Zhang H; Ha H; Salim F; Zhang X, 2025, 'RCAEval: A Benchmark for Root Cause Analysis of Microservice Systems with Telemetry Data', in Www Companion 2025 Companion Proceedings of the ACM Web Conference 2025, pp. 777 - 780, http://dx.doi.org/10.1145/3701716.3715290

Liang Y; Xue H; Jin M; Salim F; Wen Q; Li Y; Zimmermann R; Zheng Y, 2025, 'The International Workshop on Spatio-Temporal Data Mining from the Web', in Www Companion 2025 Companion Proceedings of the ACM Web Conference 2025, pp. 2327 - 2330, http://dx.doi.org/10.1145/3701716.3717374

Jin M; Salehi M; Liang Y; Song D; Salim F; Wu M; Pan S; Wen Q, 2025, 'The Workshop of Artificial Intelligence for Web-Centric Time Series Analysis (AI4TS): Theory, Algorithms, and Applications', in Www Companion 2025 Companion Proceedings of the ACM Web Conference 2025, pp. 2203 - 2206, http://dx.doi.org/10.1145/3701716.3717379

Jin M; Jin W; Xue H; Salim F; Liang Y, 2025, 'Time Series Analysis in the Web: Recent Advances and Future Trends', in Www Companion 2025 Companion Proceedings of the ACM Web Conference 2025, pp. 29 - 32, http://dx.doi.org/10.1145/3701716.3715853

Ju C; Liu J; Sinha S; Xue H; Salim F, 2025, 'TrajLLM: A Modular LLM-Enhanced Agent-Based Framework for Realistic Human Trajectory Simulation', in Www Companion 2025 Companion Proceedings of the ACM Web Conference 2025, pp. 2847 - 2850, http://dx.doi.org/10.1145/3701716.3715201

Bañuelos JJ; Costa-Requena J; He J; Salim FD; Sigg S, 2025, 'On the Challenge of Generating Multivariate Time Series Data from Distributed Sensors in IoT-enabled Scenarios', in Iot 2024 Proceedings of the 14th International Conference on the Internet of Things, pp. 155 - 159, http://dx.doi.org/10.1145/3703790.3703809

Jafari M; Hua Y; Xue H; Salim F, 2025, 'Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment', in Proceedings of the Annual Meeting of the Association for Computational Linguistics, pp. 5489 - 5508, http://dx.doi.org/10.18653/v1/2025.findings-acl.287

Tan Y; Hu X; Xue H; De Melo C; Salim FD, 2025, 'Bisecle: Binding and Separation in Continual Learning for Video Language Understanding', in Advances in Neural Information Processing Systems, pp. 37996 - 38026

Zhou X; Zhang M; Lee Z; Hua Y; Xing C; Ye W; Salim FD; Zhang S, 2025, 'Boosting Resilience of Large Language Models through Causality-Driven Robust Optimization', in Advances in Neural Information Processing Systems, pp. 62205 - 62229

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', in Proceedings International Conference on Computational Linguistics Coling, pp. 6244 - 6254

Li Z; Deldari S; Chen L; Xue H; Salim FD, 2025, 'SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition', in Emnlp 2025 2025 Conference on Empirical Methods in Natural Language Processing Proceedings of the Conference, pp. 354 - 379, http://dx.doi.org/10.18653/v1/2025.emnlp-main.19

Wyatt C; Joshi A; Salim FD, 2025, 'What am I missing here?: Evaluating Large Language Models for Masked Sentence Prediction', in Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, The Asian Federation of Natural Language Processing and The Association for Computational Linguistics, pp. 273 - 283, presented at Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, - , http://dx.doi.org/10.18653/v1/2025.ijcnlp-short.24

Yin D; Deng J; Ao S; Li Z; Xue H; Prabowo A; Jiang R; Song X; Salim F, 2024, 'Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned', in 32nd ACM Sigspatial International Conference on Advances in Geographic Information Systems ACM Sigspatial 2024, pp. 42 - 53, http://dx.doi.org/10.1145/3678717.3691216

Xue H; Tang T; Payani A; Salim FD, 2024, 'Prompt Mining for Language Models-based Mobility Flow Forecasting', in 32nd ACM Sigspatial International Conference on Advances in Geographic Information Systems ACM Sigspatial 2024, pp. 113 - 122, http://dx.doi.org/10.1145/3678717.3691232

Li L; Xue H; Song Y; Salim F, 2024, 'T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation', in 32nd ACM Sigspatial International Conference on Advances in Geographic Information Systems ACM Sigspatial 2024, pp. 569 - 572, http://dx.doi.org/10.1145/3678717.3691271

dela Cruz FZ; Salim FD; Khaokaew Y; Chan J, 2024, 'CAPRI-FAIR: Integration of Multi-sided Fairness in Contextual POI Recommendation Framework', in Recsys 2024 Proceedings of the 18th ACM Conference on Recommender Systems, pp. 924 - 928, http://dx.doi.org/10.1145/3640457.3688170

Boonprakong N; Ji K; Ye Z; Tag B; Spina D; Ruotsalo T; Salim FD, 2024, 'Advancing Physiological Methods for Human-Information Interaction', in Ubicomp Companion 2024 Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 976 - 979, http://dx.doi.org/10.1145/3675094.3677567

Hu Y; Zhang S; Dang T; Jia H; Salim FD; Hu W; Quigley AJ, 2024, 'Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health', in Ubicomp Companion 2024 Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 412 - 417, http://dx.doi.org/10.1145/3675094.3678494

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