| Fault diagnosis using novel AdaBoost based discriminant locality preserving projection with resamples YL He, Y Zhao, X Hu, XN Yan, QX Zhu, Y Xu Engineering Applications of Artificial Intelligence 91, 103631, 2020 | 71 | 2020 |
| Thyme: Think Beyond Images YF Zhang, X Lu, S Yin, C Fu, W Chen, X Hu, B Wen, K Jiang, C Liu, ... arXiv preprint arXiv:2508.11630, 2025 | 61* | 2025 |
| PROTO: Iterative Policy Regularized Offline-to-Online Reinforcement Learning J Li, X Hu, H Xu, J Liu, X Zhan, YQ Zhang arXiv preprint arXiv:2305.15669, 2023 | 39 | 2023 |
| Query-Policy Misalignment in Preference-Based Reinforcement Learning X Hu, J Li, X Zhan, QS Jia, YQ Zhang International Conference on Learning Representations (ICLR), 2024, Spotlight, 2023 | 36 | 2023 |
| Kwai Keye-VL Technical Report KK Team, B Yang, B Wen, C Liu, C Chu, C Song, C Rao, C Yi, D Li, ... arXiv preprint arXiv:2507.01949, 2025 | 29 | 2025 |
| Mind the gap: Offline policy optimization for imperfect rewards J Li*, X Hu*, H Xu, J Liu, X Zhan, QS Jia, YQ Zhang International Conference on Learning Representations (ICLR), 2023, 2023 | 28 | 2023 |
| R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning YF Zhang, X Lu, X Hu, C Fu, B Wen, T Zhang, C Liu, K Jiang, K Chen, ... arXiv preprint arXiv:2505.02835, 2025 | 25 | 2025 |
| Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning S Huang, Q Gallouédec, F Felten, A Raffin, RFJ Dossa, Y Zhao, ... arXiv preprint arXiv:2402.03046, 2024 | 19 | 2024 |
| DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning J Li, J Zheng, Y Zheng, L Mao, X Hu, S Cheng, H Niu, J Liu, Y Liu, J Liu, ... ICML 2024, 2024 | 15 | 2024 |
| Kwai Keye-VL 1.5 Technical Report B Yang, B Wen, B Ding, C Liu, C Chu, C Song, C Rao, C Yi, D Li, D Zang, ... arXiv preprint arXiv:2509.01563, 2025 | 14 | 2025 |
| Data Center Cooling System Optimization Using Offline Reinforcement Learning X Zhan, X Zhu, P Cheng, X Hu, Z He, H Geng, J Leng, H Zheng, C Liu, ... ICLR 2025, 2025 | 9 | 2025 |
| Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning X Hu, X Lu, L Mao, YF Zhang, T Zhang, B Wen, F Yang, T Gao, G Zhou arXiv preprint arXiv:2505.21067, 2025 | 7 | 2025 |
| Large-Scale Data Center Cooling Control via Sample-Efficient Reinforcement Learning N Mu, X Hu, QS Jia, X Zhu, X He 2024 IEEE 20th International Conference on Automation Science and …, 2024 | 7 | 2024 |
| Integrating Mechanism and Data: Reinforcement Learning Based on Multi-Fidelity Model for Data Center Cooling Control N Mu, X Hu, QS Jia 2023 China Automation Congress (CAC), 5283-5288, 2023 | 5 | 2023 |
| CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries N Mu, H Hu, X Hu, Y Yang, B Xu, QS Jia ICML 2025, 2025 | 4 | 2025 |
| Novel L2-Discriminant Locality Preserving Projection Integrated with Adaboost and Its Application to Fault Diagnosis X Hu, Y Zhao, Y Xu, YL He, QX Zhu 2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS …, 2020 | 2 | 2020 |
| Simulation and AI for Critical Infrastructure QS Jia, C Duan, S Feng, Y Zhu, X Hu 2024 Winter Simulation Conference (WSC), 57-71, 2024 | 1 | 2024 |
| Vehicle Extreme Control based on Offline Reinforcement Leaning S Zhao, J Li, X Hu, J Zhang, C He 2022 China Automation Congress (CAC), 4539-4543, 2022 | 1 | 2022 |
| 面向数据中心绿色可靠运行的强化学习方法 贾庆山， 唐静娴， 吴俊杰， 胡潇， 林依挺， 夏恒 智能科学与技术学报 2 (4), 341-347, 0 | | |
Xianyuan ZhanAssociate Professor, Institute for AI Industry Research (AIR), Tsinghua UniversityVerified email at air.tsinghua.edu.cn
