Lu ChenAssociate Professor X-LANCE Lab Department of Computer Science and Engineering Shanghai Jiao Tong University Email: chenlusz [AT] sjtu [DOT] edu [DOT] cn Address: 800 Dongchuan Road, Shanghai 200240, China |
Rejection Improves Reliability: Training LLMs to Refuse Un-known Questions Using RL from Knowledge Feedback
Hongshen Xu, Zichen Zhu, Situo Zhang, Da Ma, Shuai Fan, Lu Chen, Kai Yu
COLM 2024
[Paper]
Evolving Subnetwork Training for Large Language Models
Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu
ICML 2024
[Paper]
Sparsity-Accelerated Training for Large Language Models
Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu
ACL Findings 2024
[Paper]
IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation
Senyu Han, Lu Chen, Li-Min Lin, Zhengshan Xu, Kai Yu
ACL 2024
[Paper][Website]
Large Language Models Are Semi-Parametric Reinforcement Learning Agent
Danyang Zhang, Lu Chen, Situo Zhang, Hongshen Xu, Zihan Zhao, Kai Yu
NeurIPS 2023
[Paper] [Code]
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI
Liangtai Sun*, Xingyu Chen*, Lu Chen, Tianle Dai, Zichen Zhu, Kai Yu
EMNLP 2022
[Paper] [Dataset]
ChemDFM: Dialogue Foundation Model for Chemistry
Zihan Zhao, Da Ma, Lu Chen, Liangtai Sun, Zihao Li, Hongshen Xu, Zichen Zhu, Su Zhu, Shuai Fan, Guodong Shen, Xin Chen, Kai Yu
arXiv 2024
[Paper][Code][HuggingFace][央视新闻联播]
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research
Liangtai Sun, Yang Han, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen, Kai Yu
AAAI 2024
[Paper][Website]
AI for Science: 智能化科学设施变革基础研究
杨小康, 许岩岩, 陈露, 王韫博, 高岳, 田济东, 俞凯, 金耀辉, 梅宏
中国科学院院刊, 2024, 39(1): 59-69
[Paper][新闻报道]
Action Editor/Area Chair
Programme Committee Member
Journal Reviewer