| A survey of traffic prediction: from spatio-temporal data to intelligent transportation H Yuan, G Li Data Science and Engineering 6 (1), 63-85, 2021 | 429 | 2021 |
| Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter H Yuan, G Li, Z Bao, L Feng Proceedings of the 2020 ACM International Conference on Management of Data, 2020 | 143 | 2020 |
| Distributed in-memory trajectory similarity search and join on road network H Yuan, G Li 2019 IEEE 35th international conference on data engineering (ICDE), 1262-1273, 2019 | 130 | 2019 |
| TagRec: Temporal-Aware Graph Contrastive Learning with Theoretical Augmentation for Sequential Recommendation T Peng, H Yuan, Y Zhang, Y Li, P Dai, Q Wang, S Wang, W Wu IEEE Transactions on Knowledge and Data Engineering, 2025 | 109* | 2025 |
| Automatic View Generation with Deep Learning and Reinforcement Learning H Yuan, G Li, L Feng, J Sun, Y Han 2020 IEEE 36th International Conference on Data Engineering (ICDE), 2020 | 94 | 2020 |
| CDB: optimizing queries with crowd-based selections and joins G Li, C Chai, J Fan, X Weng, J Li, Y Zheng, Y Li, X Yu, X Zhang, H Yuan Proceedings of the 2017 ACM International Conference on Management of Data …, 2017 | 77 | 2017 |
| An Effective Joint Prediction Model for Travel Demands and Traffic Flows H Yuan, G Li, Z Bao, L Feng 2021 IEEE 37th International Conference on Data Engineering (ICDE), 2021 | 72 | 2021 |
| LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency Z Li, H Yuan, H Wang, G Cong, L Bing arXiv preprint arXiv:2404.12872, 2024 | 40 | 2024 |
| Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity H Yuan, G Li, Z Bao PVLDB, 2023 | 34 | 2023 |
| An autonomous materialized view management system with deep reinforcement learning Y Han, G Li, H Yuan, J Sun 2021 IEEE 37th International Conference on Data Engineering (ICDE), 2159-2164, 2021 | 33 | 2021 |
| A deep generative model for trajectory modeling and utilization Y Wang, G Li, K Li, H Yuan Proceedings of the VLDB Endowment 16 (4), 973-985, 2022 | 28 | 2022 |
| CDB: A crowd-powered database system G Li, C Chai, J Fan, X Weng, J Li, Y Zheng, Y Li, X Yu, X Zhang, H Yuan Proceedings of the VLDB Endowment 11 (12), 1926-1929, 2018 | 28 | 2018 |
| ELASTIC: edge workload forecasting based on collaborative cloud-edge deep learning Y Li, H Yuan, Z Fu, X Ma, M Xu, S Wang Proceedings of the ACM Web Conference 2023, 3056-3066, 2023 | 27 | 2023 |
| Dueta: Traffic congestion propagation pattern modeling via efficient graph learning for eta prediction at baidu maps J Huang, Z Huang, X Fang, S Feng, X Chen, J Liu, H Yuan, H Wang Proceedings of the 31st ACM International Conference on Information …, 2022 | 25 | 2022 |
| Graphrare: Reinforcement learning enhanced graph neural network with relative entropy T Peng, W Wu, H Yuan, Z Bao, Z Pengru, X Yu, X Lin, Y Liang, Y Pu 2024 IEEE 40th International Conference on Data Engineering (ICDE), 2489-2502, 2024 | 24 | 2024 |
| Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity M Chen, H Yuan, N Jiang, Z Bao, S Wang Proceedings of the 33rd ACM International Conference on Information and …, 2024 | 23 | 2024 |
| Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network H Yuan, G Cong, G Li Proceedings of the VLDB Endowment 17 (7), 1605-1617, 2024 | 23 | 2024 |
| Effective few-shot named entity linking by meta-learning X Li, Z Li, Z Zhang, N Liu, H Yuan, W Zhang, Z Liu, J Wang 2022 IEEE 38th International Conference on Data Engineering (ICDE), 178-191, 2022 | 19 | 2022 |
| CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation Z Wang, H Yuan, W Dong, G Cong, F Li arXiv preprint arXiv:2411.00744, 2024 | 17 | 2024 |
| Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data N Jiang, H Yuan, J Si, M Chen, S Wang arXiv preprint arXiv:2404.04271, 2024 | 16 | 2024 |
Guoliang LiProfessor, Tsinghua UniversityVerified email at tsinghua.edu.cn
