| The rise and potential of large language model based agents: A survey Z Xi, W Chen, X Guo, W He, Y Ding, B Hong, M Zhang, J Wang, S Jin, ... Science China Information Sciences 68 (2), 121101, 2025 | 755 | 2025 |
| Delve into ppo: Implementation matters for stable rlhf R Zheng, S Dou, S Gao, Y Hua, W Shen, B Wang, Y Liu, S Jin, Y Zhou, ... NeurIPS 2023 Workshop on Instruction Tuning and Instruction Following, 2023 | 139* | 2023 |
| Secrets of rlhf in large language models part ii: Reward modeling B Wang, R Zheng, L Chen, Y Liu, S Dou, C Huang, W Shen, S Jin, E Zhou, ... arXiv preprint arXiv:2401.06080, 2024 | 84* | 2024 |
| Self-polish: Enhance reasoning in large language models via problem refinement Z Xi, S Jin, Y Zhou, R Zheng, S Gao, T Gui, Q Zhang, X Huang EMNLP 2023 Findings, 2023 | 38 | 2023 |
| LoRAMoE: Alleviating world knowledge forgetting in large language models via MoE-style plugin S Dou, E Zhou, Y Liu, S Gao, W Shen, L Xiong, Y Zhou, X Wang, Z Xi, ... Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | 22 | 2024 |
| The rise and potential of large language model based agents: A survey. arXiv 2023 Z Xi, W Chen, X Guo, W He, Y Ding, B Hong, M Zhang, J Wang, S Jin, ... arXiv preprint arXiv:2309.07864, 2023 | 22 | 2023 |
| Towards understanding the capability of large language models on code clone detection: a survey S Dou, J Shan, H Jia, W Deng, Z Xi, W He, Y Wu, T Gui, Y Liu, X Huang arXiv preprint arXiv:2308.01191, 2023 | 20 | 2023 |
| AgentGym: Evolving Large Language Model-based Agents across Diverse Environments Z Xi, Y Ding, W Chen, B Hong, H Guo, J Wang, D Yang, C Liao, X Guo, ... arXiv preprint arXiv:2406.04151, 2024 | 19 | 2024 |
| Loramoe: Revolutionizing mixture of experts for maintaining world knowledge in language model alignment S Dou, E Zhou, Y Liu, S Gao, J Zhao, W Shen, Y Zhou, Z Xi, X Wang, ... ACL 2024, 2023 | 19* | 2023 |
| Safety and Ethical Concerns of Large Language Models Z Xi, R Zheng, T Gui CCL 2023, 9-16, 2023 | 19* | 2023 |
| EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models W Zhou, X Wang, L Xiong, H Xia, Y Gu, M Chai, F Zhu, C Huang, S Dou, ... arXiv preprint arXiv:2403.12171, 2024 | 14 | 2024 |
| Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning Z Xi, W Chen, B Hong, S Jin, R Zheng, W He, Y Ding, S Liu, X Guo, ... ICML 2024, 2024 | 12 | 2024 |
| MouSi: Poly-Visual-Expert Vision-Language Models X Fan, T Ji, C Jiang, S Li, S Jin, S Song, J Wang, B Hong, L Chen, ... arXiv preprint arXiv:2401.17221, 2024 | 12 | 2024 |
| StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback S Dou, Y Liu, H Jia, L Xiong, E Zhou, J Shan, C Huang, W Shen, X Fan, ... ACL 2024, 2024 | 11 | 2024 |
| Efficient Adversarial Training with Robust Early-bird Tickets Z Xi, R Zheng, T Gui, Q Zhang, X Huang EMNLP 2022, 2022 | 10 | 2022 |
| TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models X Wang, Y Zhang, T Chen, S Gao, S Jin, X Yang, Z Xi, R Zheng, Y Zou, ... arXiv preprint arXiv:2310.06762, 2023 | 9 | 2023 |
| Connectivity Patterns are Task Embeddings Z Xi, R Zheng, Y Zhang, XJ Huang, Z Wei, M Peng, M Sun, Q Zhang, T Gui ACL 2023 Findings, 2023 | 5 | 2023 |
| Improving generalization of alignment with human preferences through group invariant learning R Zheng, W Shen, Y Hua, W Lai, S Dou, Y Zhou, Z Xi, X Wang, H Huang, ... ICLR 2024, 2023 | 4 | 2023 |
| Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision Z Xi, D Yang, J Huang, J Tang, G Li, Y Ding, W He, B Hong, S Do, W Zhan, ... arXiv preprint arXiv:2411.16579, 2024 | 3 | 2024 |
| Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data H Xia, S Gao, Q Ge, Z Xi, Q Zhang, X Huang arXiv preprint arXiv:2408.14874, 2024 | 3 | 2024 |
Huang Xuanjing (黄萱菁)Professor of Computer Science, Fudan Universityبريد إلكتروني تم التحقق منه على fudan.edu.cn