By Dr Wei Shao

Journal articles

Xiao X; Xiang X; Yang X; Jin Z; Xu J; Wang S; Mao G; Shao W, 2026, 'Heuristic Knowledge-Driven Spatio-Temporal Forecasting via Multigraph', IEEE Transactions on Neural Networks and Learning Systems, http://dx.doi.org/10.1109/TNNLS.2026.3656372

Small EA; Shao W; Zhang Z; Liu P; Chan J; Sokol K; Salim FD, 2025, 'How robust is your fair model? Exploring the robustness of prominent fairness strategies', Data Mining and Knowledge Discovery, 39, http://dx.doi.org/10.1007/s10618-025-01112-8

Zhou H; Xie E; Shao W; Gao D; Dong M; Zhang J, 2025, 'EI-Drive: A Platform for Cooperative Perception With Realistic Communication Models', IEEE Internet of Things Journal, 12, pp. 22934 - 22944, http://dx.doi.org/10.1109/JIOT.2025.3552554

Shao W; Zhu R; Yang C; Thapa C; Ejaz Ahmed M; Camtepe S; Zhang R; Yong Kim D; Menouar H; Salim FD, 2025, 'ST-DPGAN: A Privacy-Preserving Framework for Spatiotemporal Data Generation', IEEE Internet of Things Journal, 12, pp. 29333 - 29342, http://dx.doi.org/10.1109/JIOT.2025.3568863

Liu C; Chen B; Shao W; Zhang C; Wong KKL; Zhang Y, 2024, 'Unraveling Attacks to Machine-Learning-Based IoT Systems: A Survey and the Open Libraries behind Them', IEEE Internet of Things Journal, 11, pp. 19232 - 19255, http://dx.doi.org/10.1109/JIOT.2024.3377730

Prabowo A; Xue H; Shao W; Koniusz P; Salim FD, 2024, 'Traffic forecasting on new roads using spatial contrastive pre-training (SCPT)', Data Mining and Knowledge Discovery, 38, pp. 913 - 937, http://dx.doi.org/10.1007/s10618-023-00982-0

Shao W; Fan Z; Chen CJ; Zhang Z; Ma J; Zhang J, 2024, 'Impact of Sensing Errors on Headway Design: From α-Fair Group Safety to Traffic Throughput', IEEE Transactions on Mobile Computing, 23, pp. 10952 - 10965, http://dx.doi.org/10.1109/TMC.2024.3389987

Shao W; Zhang Y; Xiao P; Qin KK; Rahaman MS; Chan J; Guo B; Song A; Salim FD, 2024, 'Transferrable contextual feature clusters for parking occupancy prediction', Pervasive and Mobile Computing, 97, http://dx.doi.org/10.1016/j.pmcj.2023.101831

Xiao X; Peng Z; Lin Y; Jin Z; Shao W; Chen R; Cheng N; Mao G, 2023, 'Parking Prediction in Smart Cities: A Survey', IEEE Transactions on Intelligent Transportation Systems, 24, pp. 10302 - 10326, http://dx.doi.org/10.1109/TITS.2023.3279024

Qin KK; Ren Y; Shao W; Lake B; Privitera F; Salim FD, 2023, 'Multiple-level Point Embedding for Solving Human Trajectory Imputation with Prediction', ACM Transactions on Spatial Algorithms and Systems, 9, http://dx.doi.org/10.1145/3582427

Brotchie J; Shao W; Li W; Kealy A, 2022, 'Leveraging Self-Attention Mechanism for Attitude Estimation in Smartphones', Sensors, 22, http://dx.doi.org/10.3390/s22229011

Gao N; Rahaman MS; Shao W; Ji K; Salim FD, 2022, 'Individual and Group-wise Classroom Seating Experience: Effects on Student Engagement in Different Courses', Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, 6, http://dx.doi.org/10.1145/3550335

Du Y; Shao W; Chai Z; Zhao H; Diao Q; Gao Y; Yuan X; Wang Q; Li T; Zhang W; Zhang JF; Min T, 2022, 'Synaptic 1/f noise injection for overfitting suppression in hardware neural networks', Neuromorphic Computing and Engineering, 2, http://dx.doi.org/10.1088/2634-4386/ac6d05

Xiao X; Jin Z; Wang S; Xu J; Peng Z; Wang R; Shao W; Hui Y, 2022, 'A dual-path dynamic directed graph convolutional network for air quality prediction', Science of the Total Environment, 827, http://dx.doi.org/10.1016/j.scitotenv.2022.154298

Gao N; Xue H; Shao W; Zhao S; Qin KK; Prabowo A; Rahaman MS; Salim FD, 2022, 'Generative Adversarial Networks for Spatio-temporal Data: A Survey', ACM Transactions on Intelligent Systems and Technology, 13, http://dx.doi.org/10.1145/3474838

Shao W; Prabowo A; Zhao S; Koniusz P; Salim FD, 2022, 'Predicting flight delay with spatio-temporal trajectory convolutional network and airport situational awareness map', Neurocomputing, 472, pp. 280 - 293, http://dx.doi.org/10.1016/j.neucom.2021.04.136

Xiao X; Jin Z; Hui Y; Xu Y; Shao W, 2021, 'Hybrid spatial–temporal graph convolutional networks for on-street parking availability prediction', Remote Sensing, 13, http://dx.doi.org/10.3390/rs13163338

Gao N; Shao W; Rahaman MS; Zhai J; David K; Salim FD, 2021, 'Transfer learning for thermal comfort prediction in multiple cities', Building and Environment, 195, http://dx.doi.org/10.1016/j.buildenv.2021.107725

Wang Y; Cai W; Gu T; Shao W, 2020, 'Your eyes reveal your secrets: An eye movement based password inference on smartphone', IEEE Transactions on Mobile Computing, 19, pp. 2714 - 2730, http://dx.doi.org/10.1109/TMC.2019.2934690

Salim FD; Dong B; Ouf M; Wang Q; Pigliautile I; Kang X; Hong T; Wu W; Liu Y; Rumi SK; Rahaman MS; An J; Deng H; Shao W; Dziedzic J; Sangogboye FC; Kjærgaard MB; Kong M; Fabiani C; Pisello AL; Yan D, 2020, 'Modelling urban-scale occupant behaviour, mobility, and energy in buildings: A survey', Building and Environment, 183, http://dx.doi.org/10.1016/j.buildenv.2020.106964

Gao N; Shao W; Rahaman MS; Salim FD, 2020, 'N-Gage: Predicting in-class Emotional, Behavioural and Cognitive Engagement in the Wild', Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, 4, http://dx.doi.org/10.1145/3411813

Qin KK; Shao W; Ren Y; Chan J; Salim FD, 2020, 'Solving multiple travelling officers problem with population-based optimization algorithms', Neural Computing and Applications, 32, pp. 12033 - 12059, http://dx.doi.org/10.1007/s00521-019-04237-2

Shao W; Tan S; Zhao S; Qin KK; Hei X; Chan J; Salim FD, 2020, 'Incorporating LSTM Auto-Encoders in Optimizations to Solve Parking Officer Patrolling Problem', ACM Transactions on Spatial Algorithms and Systems, 6, http://dx.doi.org/10.1145/3380966

Liu H; Liu H; Wang X; Shao W; Wang X; Du J; Liono J; Salim FD, 2020, 'SmartMeeting: An Novel Mobile Voice Meeting Minutes Generation and Analysis System', Mobile Networks and Applications, 25, pp. 521 - 536, http://dx.doi.org/10.1007/s11036-019-01310-x

Ren H; Shao W; Li Y; Salim F; Gu M, 2020, 'Three-dimensional vectorial holography based on machine learning inverse design', Science Advances, 6, http://dx.doi.org/10.1126/sciadv.aaz4261

Chai Z; Freitas P; Marsland J; Fantini A; Garbin D; Goux L; Kar GS; Shao W; Zhang W; Brown J; Degraeve R; Salim FD; Clima S; Hatem F; Zhang JF, 2020, 'GeSe-Based Ovonic Threshold Switching Volatile True Random Number Generator', IEEE Electron Device Letters, 41, pp. 228 - 231, http://dx.doi.org/10.1109/LED.2019.2960947

Lee E; Von Stockenstrom S; Morcilla V; Odevall L; Hiener B; Shao W; Hartogensis W; Bacchetti P; Milush J; Liegler T; Sinclair E; Hatano H; Hoh R; Somsouk M; Hunt P; Boritz E; Douek D; Fromentin R; Chomont N; Deeks SG; Hecht FM; Palmer S, 2020, 'Impact of antiretroviral therapy duration on HIV-1 infection of t cells within anatomic sites', Journal of Virology, 94, http://dx.doi.org/10.1128/JVI.01270-19

Wang Y; Cai W; Gu T; Shao W; Li Y; Yu Y, 2019, 'Secure your voice: An oral airflow-based continuous liveness detection for voice assistants', Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, 3, http://dx.doi.org/10.1145/3369811

Gao N; Shao W; Salim FD, 2019, 'Predicting Personality Traits from Physical Activity Intensity', Computer, 52, pp. 47 - 56, http://dx.doi.org/10.1109/MC.2019.2913751

Sadri A; Salim FD; Ren Y; Shao W; Krumm JC; Mascolo C, 2018, 'What Will You Do for the Rest of the Day?', Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2, pp. 1 - 26, http://dx.doi.org/10.1145/3287064

Shao W; Nguyen T; Qin K; Youssef M; Salim FD, 2018, 'BLEDoorGuard: A Device-Free Person Identification Framework Using Bluetooth Signals for Door Access', IEEE Internet of Things Journal, 5, pp. 5227 - 5239, http://dx.doi.org/10.1109/JIOT.2018.2868243

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

Wang Y; Cai W; Lyu P; Shao W, 2018, 'A Combined Static and Dynamic Analysis Approach to Detect Malicious Browser Extensions', Security and Communication Networks, 2018, http://dx.doi.org/10.1155/2018/7087239

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

Conference Papers

Song Q; Yang N; Xu Z; Li Y; Shao W; Xia F, 2026, 'Synthetic Forgetting Without Access: A Few-shot Zero-glance Framework for Machine Unlearning', in Proceedings of the Aaai Conference on Artificial Intelligence, pp. 25545 - 25553, http://dx.doi.org/10.1609/aaai.v40i30.39750

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

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

Xu Z; Ma C; Ren Y; Chan J; Shao W; Xia F, 2025, 'Towards Better Evaluation of Recommendation Algorithms with Bi-directional Item Response Theory', in Www Companion 2025 Companion Proceedings of the ACM Web Conference 2025, pp. 1455 - 1459, http://dx.doi.org/10.1145/3701716.3715540

Holland W; Thapa C; Shao W; Camtepe S; Siddiqui SA, 2024, 'One-Shot Collaborative Data Distillation', in Frontiers in Artificial Intelligence and Applications, pp. 2597 - 2604, http://dx.doi.org/10.3233/FAIA240790

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

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

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

Shao W; Peng Z; Kang Y; Xiao X; Jin Z, 2023, 'Early Spatiotemporal Event Prediction via Adaptive Controller and Spatiotemporal Embedding', in Proceedings IEEE International Conference on Data Mining Icdm, pp. 1307 - 1312, http://dx.doi.org/10.1109/ICDM58522.2023.00166

Liu Y; Qin S; Zhang Z; Shao W, 2022, 'Compound Density Networks for Risk Prediction using Electronic Health Records', in Proceedings 2022 IEEE International Conference on Bioinformatics and Biomedicine Bibm 2022, pp. 1078 - 1085, http://dx.doi.org/10.1109/BIBM55620.2022.9995587

He R; Xiao X; Kang Y; Zhao H; Shao W, 2022, 'Heterogeneous Pointer Network for Travelling Officer Problem', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN55064.2022.9892069

Liu Y; Qin S; Yepes AJ; Shao W; Zhang Z; Salim FD, 2022, 'Integrated Convolutional and Recurrent Neural Networks for Health Risk Prediction using Patient Journey Data with Many Missing Values', in Proceedings 2022 IEEE International Conference on Bioinformatics and Biomedicine Bibm 2022, pp. 1658 - 1663, http://dx.doi.org/10.1109/BIBM55620.2022.9995048

Shao W; Jin Z; Wang S; Kang Y; Xiao X; Menouar H; Zhang Z; Zhang J; Salim F, 2022, 'Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention', in Ijcai International Joint Conference on Artificial Intelligence, pp. 2225 - 2232, http://dx.doi.org/10.24963/ijcai.2022/309

Rahman MT; Zhang Y; Arani SA; Shao W, 2022, 'MDLpark: Available Parking Prediction for Smart Parking Through Mobile Deep Learning', in Communications in Computer and Information Science, pp. 182 - 199, http://dx.doi.org/10.1007/978-981-19-8350-4_15

Zhao S; Shao W; Chan J; Salim FD, 2022, 'Measuring disentangled generative spatio-temporal representation', in Proceedings of the 2022 SIAM International Conference on Data Mining Sdm 2022, pp. 522 - 530

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