By Professor Flora Salim

Conference Papers

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

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

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

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

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

Kegalle H; Hettiachchi D; Chan J; Salim F; Sanderson M, 2024, 'E-Scooter Dynamics: Unveiling Rider Behaviours and Interactions with Road Users through Multi-Modal Data Analysis', in ACM International Conference Proceeding Series, pp. 307 - 310, http://dx.doi.org/10.1145/3652920.3653056

Deldari S; Spathis D; Malekzadeh M; Kawsar F; Salim FD; Mathur A, 2024, 'CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking', in Wsdm 2024 Proceedings of the 17th ACM International Conference on Web Search and Data Mining, pp. 152 - 160, http://dx.doi.org/10.1145/3616855.3635795

Liu Y; Zhang Z; Qin S; Salim FD, 2024, 'A Multi-Graph Fusion Framework for Patient Representation Learning', in Proceedings 2024 IEEE 12th International Conference on Healthcare Informatics Ichi 2024, pp. 222 - 227, http://dx.doi.org/10.1109/ICHI61247.2024.00036

Zhu Z; Chen H; Zhang J; Wang X; Jin Z; Xue J; Salim FD, 2024, 'ATTEXPLORE: ATTRIBUTION FOR EXPLANATION WITH MODEL PARAMETERS EXPLORATION', in 12th International Conference on Learning Representations Iclr 2024

Lin X; Prabowo A; Razzak I; Xue H; Amos M; Behrens S; Salim FD, 2024, 'BiTSA: Leveraging Time Series Foundation Model for Building Energy Analytics', in IEEE International Conference on Data Mining Workshops Icdmw, pp. 891 - 894, http://dx.doi.org/10.1109/ICDMW65004.2024.00122

Zhang Z; Liu Y; Bian J; Yepes AJ; Shen J; Li F; Long G; Salim FD, 2024, 'Boosting Patient Representation Learning via Graph Contrastive Learning', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 335 - 350, http://dx.doi.org/10.1007/978-3-031-70378-2_21

Prabowo A; Lin X; Razzak I; Xue H; Yap EW; Amos M; Salim FD, 2024, 'BTS: Building Timeseries Dataset: Empowering Large-Scale Building Analytics', in Advances in Neural Information Processing Systems

Liu Y; Zhang Z; Qin S; Salim FD; Bian J; Yepes AJ, 2024, 'Fine-grained Patient Similarity Measuring using Contrastive Graph Similarity Networks', in Proceedings 2024 IEEE 12th International Conference on Healthcare Informatics Ichi 2024, pp. 1 - 10, http://dx.doi.org/10.1109/ICHI61247.2024.00009

Liu Y; Zhang Z; Qin S; Salim FD; Yepes AJ; Shen J; Bianll J, 2024, 'Hypergraph Convolutional Networks for Fine-Grained lCU Patient Similarity Analysis and Risk Prediction', in Proceedings 2024 IEEE 12th International Conference on Healthcare Informatics Ichi 2024, pp. 123 - 128, http://dx.doi.org/10.1109/ICHI61247.2024.00023

Kang Y; Chan J; Shao W; Salim FD; Leckie C, 2024, 'Long-Term Fairness in Ride-Hailing Platform', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 223 - 239, http://dx.doi.org/10.1007/978-3-031-70378-2_14

Tang T; Deldari S; Xue H; De Melo C; Salim F, 2024, 'ViLCo-Bench: VIdeo Language COntinual learning Benchmark', in Advances in Neural Information Processing Systems

Prabowo A; Chen K; Xue H; Sethuvenkatraman S; Salim FD, 2023, 'Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning', in Buildsys 2023 Proceedings of The10th ACM International Conference on Systems for Energy Efficient Buildings Cities and Transportation, pp. 41 - 50, http://dx.doi.org/10.1145/3600100.3623726

Xue H; Salim FD, 2023, 'Utilizing Language Models for Energy Load Forecasting', in Buildsys 2023 Proceedings of The10th ACM International Conference on Systems for Energy Efficient Buildings Cities and Transportation, pp. 224 - 227, http://dx.doi.org/10.1145/3600100.3623730

Xue H; Salim FD, 2023, 'Artificial General Intelligence for Human Mobility (Vision Paper)', in GIS Proceedings of the ACM International Symposium on Advances in Geographic Information Systems, http://dx.doi.org/10.1145/3589132.3625652

Jerónimo Bañuelos J; Costa-Requena J; He J; Salim F; Sigg S, 2023, 'An Application Programming Interface for Android to support dedicated 5G network slicing', in ACM International Conference Proceeding Series, pp. 193 - 196, http://dx.doi.org/10.1145/3627050.3630735

Hettiachchi D; Ji K; Kennedy J; McCosker A; Salim FD; Sanderson M; Scholer F; Spina D, 2023, 'Designing and Evaluating Presentation Strategies for Fact-Checked Content', in International Conference on Information and Knowledge Management Proceedings, pp. 751 - 761, http://dx.doi.org/10.1145/3583780.3614841

Ji K; Spina D; Hettiachchi D; Scholer F; Salim FD, 2023, 'Towards Detecting Tonic Information Processing Activities with Physiological Data', in Ubicomp Iswc 2023 Adjunct Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2023 ACM International Symposium on Wearable Computing, pp. 1 - 5, http://dx.doi.org/10.1145/3594739.3610679

Khaokaew Y; Salim FD; Xue H, 2023, 'Understanding Mobile Information Needs and Behaviours', in Ubicomp Iswc 2023 Adjunct Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2023 ACM International Symposium on Wearable Computing, pp. 210 - 214, http://dx.doi.org/10.1145/3594739.3610760

Cao Y; Zhu Y; Ting KM; Salim FD; Li HX; Yang L; Li G, 2023, 'Detecting Change Intervalswith Isolation Distributional Kernel (Abstract Reprint)', in Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence Organization, pp. 8476 - 8476, presented at Thirty-Third International Joint Conference on Artificial Intelligence {IJCAI-24}, 19 August 2023 - 25 August 2023, http://dx.doi.org/10.24963/ijcai.2024/948

Ji K; Spina D; Hettiachchi D; Salim FD; Scholer F, 2023, 'Examining the Impact of Uncontrolled Variables on Physiological Signals in User Studies for Information Processing Activities', in SIGIR 2023 Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1971 - 1975, http://dx.doi.org/10.1145/3539618.3591981

Prabowo A; Shao W; Xue H; Koniusz P; Salim FD, 2023, 'Because Every Sensor Is Unique, so Is Every Pair: Handling Dynamicity in Traffic Forecasting', in ACM International Conference Proceeding Series, pp. 93 - 104, http://dx.doi.org/10.1145/3576842.3582362

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