By Professor Flora Salim

Conference Papers

Zhang J; Zhu Z; Wang X; Liao S; Jin Z; Salim F; Chen H, 2026, '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

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

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 Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, ACM, pp. 646 - 655, presented at SIGSPATIAL '25: 33rd ACM International Conference on Advances in Geographic Information Systems, 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 Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, ACM, pp. 1134 - 1137, presented at SIGSPATIAL '25: 33rd ACM International Conference on Advances in Geographic Information Systems, 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 Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, ACM, pp. 660 - 669, presented at SIGSPATIAL '25: 33rd ACM International Conference on Advances in Geographic Information Systems, 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 Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, ACM, pp. 828 - 831, presented at SIGSPATIAL '25: 33rd ACM International Conference on Advances in Geographic Information Systems, http://dx.doi.org/10.1145/3748636.3762791

Wongso W; Xue H; Salim F, 2025, 'GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems', in Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, ACM, pp. 436 - 439, presented at SIGSPATIAL '25: 33rd ACM International Conference on Advances in Geographic Information Systems, 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 Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, ACM, pp. 499 - 510, presented at SIGSPATIAL '25: 33rd ACM International Conference on Advances in Geographic Information Systems, 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 Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, ACM, pp. 511 - 521, presented at SIGSPATIAL '25: 33rd ACM International Conference on Advances in Geographic Information Systems, http://dx.doi.org/10.1145/3748636.3762762

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 Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, ACM, pp. 722 - 727, presented at UbiComp '25:The 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing / ISWC ACM International Symposium on Wearable Computers, http://dx.doi.org/10.1145/3714394.3756176

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

Heinisch JS; David K; Zuo S; Salim F; Kegalle H, 2025, 'UbiComp4VRU: Ubiquitous Computing for Vulnerable Road Users', in Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, ACM, pp. 1439 - 1442, presented at UbiComp '25:The 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing / ISWC ACM International Symposium on Wearable Computers, 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 Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, ACM, pp. 1476 - 1478, presented at UbiComp '25:The 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing / ISWC ACM International Symposium on Wearable Computers, http://dx.doi.org/10.1145/3714394.3750560

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

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

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

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

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

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

Naghizade E; Ji K; Tag B; Salim F, 2024, 'Inside Out or Not: Privacy Implications of Emotional Disclosure', in Ubicomp Companion 2024 Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 121 - 125, http://dx.doi.org/10.1145/3675094.3677598

Gao N; Yu Z; Xu Y; Yu C; Wang Y; Salim FD; Shi Y, 2024, 'Leveraging Large Language Models for Generating Mobile Sensing Strategies in Human Behavior Modeling', in Ubicomp Companion 2024 Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 729 - 735, http://dx.doi.org/10.1145/3675094.3678423

Casolin ER; Salim FD, 2024, 'Towards Understanding Human-AI Reliance Patterns Through Explanation Styles', in Ubicomp Companion 2024 Companion of the 2024 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 861 - 865, http://dx.doi.org/10.1145/3675094.3678996

Ananthan S; Gao N; Salim FD, 2024, 'Understanding Physiological Responses of Students over Different Courses', in Iswc 2024 Proceedings of the 2024 ACM International Symposium on Wearable Computers, pp. 104 - 110, http://dx.doi.org/10.1145/3675095.3676620

Khaokaew Y; Xue H; Rahaman MS; Salim FD, 2024, 'WorkR: Occupation Inference for Intelligent Task Assistance', in Iswc 2024 Proceedings of the 2024 ACM International Symposium on Wearable Computers, pp. 118 - 124, http://dx.doi.org/10.1145/3675095.3676622

Deldari S; Goudarzi M; Joshi A; Shaghaghi A; Finn S; Salim FD; Jha S, 2024, 'AuditNet: A Conversational AI-based Security Assistant', in Mobilehci 2024 Adjunct Proceedings Publication of the 26th International Conference on Mobile Human Computer Interaction, http://dx.doi.org/10.1145/3640471.3680444

Ji K; Cherumanal SP; Trippas JR; Hettiachchi D; Salim FD; Scholer F; Spina D, 2024, 'Towards Detecting and Mitigating Cognitive Bias in Spoken Conversational Search', in Mobilehci 2024 Adjunct Proceedings Publication of the 26th International Conference on Mobile Human Computer Interaction, http://dx.doi.org/10.1145/3640471.3680245

Shao W; Kang Y; Peng Z; Xiao X; Wang L; Yang Y; Salim FD, 2024, 'STEMO: Early Spatio-temporal Forecasting with Multi-Objective Reinforcement Learning', in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 2618 - 2627, http://dx.doi.org/10.1145/3637528.3671922

Kang Y; Zhang R; Shao W; Salim F; Chan J, 2024, 'Promoting Two-sided Fairness in Dynamic Vehicle Routing Problems', in Gecco 2024 Proceedings of the 2024 Genetic and Evolutionary Computation Conference, pp. 759 - 767, http://dx.doi.org/10.1145/3638529.3654207

Ji K; Hettiachchi D; Salim FD; Scholer F; Spina D, 2024, 'Characterizing Information Seeking Processes with Multiple Physiological Signals', in SIGIR 2024 Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1006 - 1017, http://dx.doi.org/10.1145/3626772.3657793

Li P; De Rijke M; Xue H; Ao S; Song Y; Salim FD, 2024, 'Large Language Models for Next Point-of-Interest Recommendation', in SIGIR 2024 Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1463 - 1472, http://dx.doi.org/10.1145/3626772.3657840

Van Den Hurk B; De Rijke M; Salim F, 2024, 'MANILA24: SIGIR 2024 Workshop on Information Retrieval and Climate Impact', in SIGIR 2024 Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 3044 - 3046, http://dx.doi.org/10.1145/3626772.3657993

Bañuelos JJ; Sigg S; He J; Salim F; Costa-Requena J, 2024, 'Generating Multivariate Synthetic Time Series Data for Absent Sensors from Correlated Sources', in Netaisys 2024 Proceedings of the 2024 2nd International Workshop on Networked AI Systems, pp. 19 - 24, http://dx.doi.org/10.1145/3662004.3663553

Small E; Sokol K; Manning D; Salim FD; Chan J, 2024, 'Equalised Odds is not Equal Individual Odds: Post-processing for Group and Individual Fairness', in 2024 ACM Conference on Fairness Accountability and Transparency Facct 2024, pp. 1559 - 1578, http://dx.doi.org/10.1145/3630106.3658989

Yang R; Salim FD; Xue H, 2024, 'SSTKG: Simple Spatio-Temporal Knowledge Graph for Intepretable and Versatile Dynamic Information Embedding', in Www 2024 Proceedings of the ACM Web Conference, pp. 551 - 559, http://dx.doi.org/10.1145/3589334.3645441

Chen S; Naseem U; Razzak I; Salim F, 2024, 'Unveiling Misogyny Memes: A Multimodal Analysis of Modality Effects on Identification', in Www 2024 Companion Companion Proceedings of the ACM Web Conference, pp. 1864 - 1871, http://dx.doi.org/10.1145/3589335.3651974

Wang Y; Obie HO; Li Z; Salim FD; Grundy J; Mueller F, 2024, 'GustosonicSense: Towards understanding the design of playful gustosonic eating experiences', in Conference on Human Factors in Computing Systems Proceedings, http://dx.doi.org/10.1145/3613904.3642182

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