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 |
Joint representation learning for multi-modal transportation recommendation H Liu, T Li, R Hu, Y Fu, J Gu, H Xiong Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1036-1043, 2019 | 74 | 2019 |
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 | 67 | 2021 |
Joint air quality and weather prediction based on multi-adversarial spatiotemporal networks J Han, H Liu, H Zhu, H Xiong, D Dou Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4081-4089, 2021 | 64 | 2021 |
Trustllm: Trustworthiness in large language models L Sun, Y Huang, H Wang, S Wu, Q Zhang, C Gao, Y Huang, W Lyu, ... arXiv preprint arXiv:2401.05561, 2024 | 59 | 2024 |
Hydra: A personalized and context-aware multi-modal transportation recommendation system H Liu, Y Tong, P Zhang, X Lu, J Duan, H Xiong Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 56 | 2019 |
Spatio-temporal dual graph attention network for query-poi matching Z Yuan, H Liu, Y Liu, D Zhang, F Yi, N Zhu, H Xiong Proceedings of the 43rd international ACM SIGIR conference on research and …, 2020 | 48 | 2020 |
Multi-modal transportation recommendation with unified route representation learning H Liu, J Han, Y Fu, J Zhou, X Lu, H Xiong Proceedings of the VLDB Endowment 14 (3), 342-350, 2020 | 47 | 2020 |
Semi-supervised air quality forecasting via self-supervised hierarchical graph neural network J Han, H Liu, H Xiong, J Yang IEEE Transactions on Knowledge and Data Engineering 35 (5), 5230-5243, 2022 | 44 | 2022 |
Competitive analysis for points of interest S Li, J Zhou, T Xu, H Liu, X Lu, H Xiong Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 44 | 2020 |
Autofs: Automated feature selection via diversity-aware interactive reinforcement learning W Fan, K Liu, H Liu, P Wang, Y Ge, Y Fu 2020 IEEE International Conference on Data Mining (ICDM), 1008-1013, 2020 | 43 | 2020 |
Incorporating multi-source urban data for personalized and context-aware multi-modal transportation recommendation H Liu, Y Tong, J Han, P Zhang, X Lu, H Xiong IEEE Transactions on Knowledge and Data Engineering 34 (2), 723-735, 2020 | 42 | 2020 |
Learning to walk with dual agents for knowledge graph reasoning D Zhang, Z Yuan, H Liu, H Xiong Proceedings of the AAAI Conference on artificial intelligence 36 (5), 5932-5941, 2022 | 29 | 2022 |
Interactive reinforcement learning for feature selection with decision tree in the loop W Fan, K Liu, H Liu, Y Ge, H Xiong, Y Fu IEEE Transactions on Knowledge and Data Engineering 35 (2), 1624-1636, 2021 | 28 | 2021 |
Community-aware multi-task transportation demand prediction H Liu, Q Wu, F Zhuang, X Lu, D Dou, H Xiong Proceedings of the AAAI Conference on Artificial Intelligence 35 (1), 320-327, 2021 | 26 | 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 34 (8), 3984-3996, 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 and …, 2022 | 23 | 2022 |
Out-of-town recommendation with travel intention modeling H Xin, X Lu, T Xu, H Liu, J Gu, D Dou, H Xiong Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4529-4536, 2021 | 22 | 2021 |
Polestar: An intelligent, efficient and national-wide public transportation routing engine H Liu, Y Li, Y Fu, H Mei, J Zhou, X Ma, H Xiong Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 22 | 2020 |
Generalized dataweighting via class-level gradient manipulation C Chen, S Zheng, X Chen, E Dong, XS Liu, H Liu, D Dou Advances in Neural Information Processing Systems 34, 14097-14109, 2021 | 21 | 2021 |