Mutual distillation learning network for trajectory-user linking W Chen, S Li, C Huang, Y Yu, Y Jiang, J Dong International Joint Conference on Artificial Intelligence (IJCAI 2022), 2022 | 18 | 2022 |
UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web Y Yan, H Wen, S Zhong, W Chen, H Chen, Q Wen, R Zimmermann, ... The Web Conference (WWW) 2024., 2023 | 11* | 2023 |
Position Paper: What Can Large Language Models Tell Us about Time Series Analysis M Jin*, Y Zhang*, W Chen*, K Zhang, Y Liang, B Yang, J Wang, S Pan, ... ICML 2024, 2024 | 9 | 2024 |
Self-supervised contrastive representation learning for large-scale trajectories L Shuzhe*, C Wei*, Y Bingqi*, L Zhen, Z Shunzhi, Y Yanwei Future Generation Computer Systems 148, 357-366, 2023 | 8 | 2023 |
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond W Chen, Y Liang, Y Zhu, Y Chang, K Luo, H Wen, L Li, Y Yu, Q Wen, ... arXiv preprint arXiv:2403.14151, 2024 | 3 | 2024 |
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model Y Zhu, JJ Yu, X Zhao, Q Liu, Y Ye, W Chen, Z Zhang, X Wei, Y Liang Proceedings of the 30th ACM SIGKDD international conference on knowledge …, 2024 | 1 | 2024 |
UrbanVLP: A Multi-Granularity Vision-Language Pre-Trained Foundation Model for Urban Indicator Prediction X Hao, W Chen, Y Yan, S Zhong, K Wang, Q Wen, Y Liang arXiv preprint arXiv:2403.16831, 2024 | 1 | 2024 |
Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective J Hu, Y Hu, W Chen, M Jin, S Pan, Q Wen, Y Liang arXiv preprint arXiv:2402.11463, 2024 | 1 | 2024 |
MCN4Rec: Multi-Level Collaborative Neural Network for Next Location Recommendation S Li, W Chen, B Wang, C Huang, Y Yu, J Dong ACM Transactions on Information Systems 42 (4), 1046-8188, 2024 | 1 | 2024 |
Trajectory-User Linking via Hierarchical Spatio-Temporal Attention Networks W Chen, C Huang, Y Yu, Y Jiang, J Dong ACM Transactions on Knowledge Discovery from Data 18 (4), 1556-4681, 2024 | 1 | 2024 |
Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning K Luo, Y Zhu, W Chen, K Wang, Z Zhou, S Ruan, Y Liang International Joint Conference on Artificial Intelligence (IJCAI 2024), 2024 | | 2024 |