| 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, ... arXiv preprint arXiv:2309.07864, 2023 | 605 | 2023 |
| Secrets of RLHF in large language models part I: PPO R Zheng, S Dou, S Gao, Y Hua, W Shen, B Wang, Y Liu, S Jin, Q Liu, ... arXiv preprint arXiv:2307.04964, 2023 | 114* | 2023 |
| Vulcnn: An image-inspired scalable vulnerability detection system Y Wu, D Zou, S Dou, W Yang, D Xu, H Jin Proceedings of the 44th International Conference on Software Engineering …, 2022 | 114 | 2022 |
| 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 | 70* | 2024 |
| 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 | 68* | 2024 |
| SCDetector: Software functional clone detection based on semantic tokens analysis Y Wu, D Zou, S Dou, S Yang, W Yang, F Cheng, H Liang, H Jin Proceedings of the 35th IEEE/ACM international conference on automated …, 2020 | 61 | 2020 |
| IntDroid: Android malware detection based on API intimacy analysis D Zou, Y Wu, S Yang, A Chauhan, W Yang, J Zhong, S Dou, H Jin ACM Transactions on Software Engineering and Methodology (TOSEM) 30 (3), 1-32, 2021 | 45 | 2021 |
| MINER: Improving out-of-vocabulary named entity recognition from an information theoretic perspective X Wang, S Dou, L Xiong, Y Zou, Q Zhang, T Gui, L Qiao, Z Cheng, ... arXiv preprint arXiv:2204.04391, 2022 | 30 | 2022 |
| 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 | 27* | 2023 |
| Codechameleon: Personalized encryption framework for jailbreaking large language models H Lv, X Wang, Y Zhang, C Huang, S Dou, J Ye, T Gui, Q Zhang, X Huang arXiv preprint arXiv:2402.16717, 2024 | 26 | 2024 |
| Loose lips sink ships: Mitigating length bias in reinforcement learning from human feedback W Shen, R Zheng, W Zhan, J Zhao, S Dou, T Gui, Q Zhang, X Huang arXiv preprint arXiv:2310.05199, 2023 | 24 | 2023 |
| Obfuscation-resilient android malware analysis based on contrastive learning Y Wu, S Dou, D Zou, W Yang, W Qiang, H Jin arXiv preprint arXiv:2107.03799, 2021 | 19 | 2021 |
| Stepcoder: Improve code generation with reinforcement learning from compiler feedback S Dou, Y Liu, H Jia, L Xiong, E Zhou, W Shen, J Shan, C Huang, X Wang, ... arXiv preprint arXiv:2402.01391, 2024 | 17* | 2024 |
| Contrastive learning for robust android malware familial classification Y Wu, S Dou, D Zou, W Yang, W Qiang, H Jin IEEE Transactions on Dependable and Secure Computing, 2022 | 16 | 2022 |
| Tooleyes: Fine-grained evaluation for tool learning capabilities of large language models in real-world scenarios J Ye, G Li, S Gao, C Huang, Y Wu, S Li, X Fan, S Dou, Q Zhang, T Gui, ... arXiv preprint arXiv:2401.00741, 2024 | 12 | 2024 |
| Open the Pandora's Box of LLMs: Jailbreaking LLMs through Representation Engineering T Li, S Dou, W Liu, M Wu, C Lv, X Zheng, X Huang arXiv preprint arXiv:2401.06824, 2024 | 11 | 2024 |
| Zhiheng Xi, et al. 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 | 11 | 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 | 10 | 2024 |
| Decorrelate irrelevant, purify relevant: Overcome textual spurious correlations from a feature perspective S Dou, R Zheng, T Wu, S Gao, J Shan, Q Zhang, Y Wu, X Huang arXiv preprint arXiv:2202.08048, 2022 | 10 | 2022 |
| 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 | 9 | 2024 |
Huang Xuanjing (黄萱菁)Professor of Computer Science, Fudan UniversityVerified email at fudan.edu.cn