| Semi-supervised hierarchical recurrent graph neural network for city-wide parking availability prediction W Zhang, H Liu, Y Liu, J Zhou, H Xiong Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 1186-1193, 2020 | 97 | 2020 |
| Intelligent Electric Vehicle Charging Recommendation Based on Multi-Agent Reinforcement Learning W Zhang, H Liu, F Wang, T Xu, H Xin, D Dou, H Xiong Proceedings of the Web Conference 2021, 1856-1867, 2021 | 66 | 2021 |
| Semi-Supervised City-Wide Parking Availability Prediction via Hierarchical Recurrent Graph Neural Network W Zhang, H Liu, Y Liu, J Zhou, T Xu, H Xiong IEEE Transactions on Knowledge and Data Engineering, 2020 | 25 | 2020 |
| Multi-Agent Graph Convolutional Reinforcement Learning for Dynamic Electric Vehicle Charging Pricing W Zhang, H Liu, J Han, Y Ge, H Xiong Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2022 | 23 | 2022 |
| MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal W Zhang, H Liu, L Zha, H Zhu, J Liu, D Dou, H Xiong Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 15 | 2021 |
| RLCharge: Imitative Multi-Agent Spatiotemporal Reinforcement Learning for Electric Vehicle Charging Station Recommendation W Zhang, H Liu, H Xiong, T Xu, F Wang, H Xin, H Wu IEEE Transactions on Knowledge and Data Engineering, 2022 | 13 | 2022 |
| Large Language Models as Traffic Signal Control Agents: Capacity and Opportunity S Lai, Z Xu, W Zhang, H Liu, H Xiong arXiv preprint arXiv:2312.16044, 2023 | 5 | 2023 |
| Hierarchical Reinforcement Learning for Dynamic Autonomous Vehicle Navigation at Intelligent Intersections Q Sun, L Zhang, H Yu, W Zhang, Y Mei, H Xiong Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 5 | 2023 |
| Multi-Graph Convolutional Recurrent Network for Fine-Grained Lane-Level Traffic Flow Imputation J Ming, L Zhang, W Fan, W Zhang, Y Mei, W Ling, H Xiong 2022 IEEE International Conference on Data Mining (ICDM), 348-357, 2022 | 4 | 2022 |
| Machine Learning for Urban Air Quality Analytics: A Survey J Han, W Zhang, H Liu, H Xiong arXiv preprint arXiv:2310.09620, 2023 | 3 | 2023 |
| A Preference-aware Meta-optimization Framework for Personalized Vehicle Energy Consumption Estimation S Lai, W Zhang, H Liu Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2023 | 2 | 2023 |
| Parking lot free parking space predicting method, apparatus, electronic device and storage medium W Zhang, H Liu, H Xiong US Patent App. 17/024,421, 2021 | 2 | 2021 |
| Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network W Zhang, L Zhang, J Han, H Liu, J Zhou, Y Mei, H Xiong arXiv preprint arXiv:2308.16818, 2023 | 1 | 2023 |
| Robust Spatiotemporal Traffic Forecasting with Reinforced Dynamic Adversarial Training F Liu, W Zhang, H Liu Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2023 | 1 | 2023 |
| POINT-OF-INTEREST RECOMMENDATION H Liu, W Zhang, D Dou, H Xiong US Patent App. 17/531,132, 2022 | 1 | 2022 |
| METHOD AND APPARATUS FOR CONTROLLING TRAFFIC LIGHT, METHOD AND APPARATUS FOR NAVIGATING UNMANNED VEHICLE, AND METHOD AND APPARATUS FOR TRAINING MODEL Q Sun, L Zhang, J Zhou, H Xiong, W Zhang, H YU, Y Mei, W Ling US Patent App. 18/503,538, 2024 | | 2024 |
| Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models W Zhang, J Han, Z Xu, H Ni, H Liu, H Xiong arXiv preprint arXiv:2402.01749, 2024 | | 2024 |
| BigST: Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road Networks J Han, W Zhang, H Liu, T Tao, N Tan, H Xiong VLDB, 2024 | | 2024 |
| Chain-of-Choice Hierarchical Policy Learning for Conversational Recommendation W Fan, W Zhang, W Wang, Y Song, H Liu arXiv preprint arXiv:2310.17922, 2023 | | 2023 |
| Method and Apparatus for Training Information Adjustment Model of Charging Station, and Storage Medium W Zhang, L Zhang, H Liu, J Han, C Qin, H Zhu, H Xiong US Patent App. 18/125,327, 2023 | | 2023 |
Hui Xiong, Fellow of AAAS and IEEERutgers University/Baidu/HKUSTVerified email at ust.hk
