About me
I am a second-year Ph.D. student in Computer Science at Institute of Computing Technology, Chinese Academy of Sciences, advised by Prof. Shenghua Liu. I am a member of CAS Key Laboratory of AI Security. My research interests lie in the general area of Large Language Models (LLMs) and Graph Learning.
News
202409
: Two papers accepted to EMNLP 2024202405
: One paper accepted to ACL 2024
Publication
Yuyao Ge, Shenghua Liu,
Baolong Bi
, Yiwei Wang, Lingrui Mei, Wenjie Feng, Lizhe Chen, Xueqi Cheng. Can Graph Descriptive Order Affect Solving Graph Problems with LLMs?. [arxiv] [paper]Lingrui Mei, Shenghua Liu, Yiwei Wang,
Baolong Bi
, Ruibin Yuan, Xueqi Cheng. HiddenGuard: Fine-Grained Safe Generation with Specialized Representation Router. [arxiv] [paper]Baolong Bi
, Shenghua Liu, Yiwei Wang, Lingrui Mei, Hongcheng Gao, Junfeng Fang, Xueqi Cheng. StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models. [arxiv] [paper]Yilong Xu, Jinhua Gao, Xiaoming Yu,
Baolong Bi
, Huawei Shen, Xueqi Cheng. ALiiCE: Evaluating Positional Fine-grained Citation Generation. [arxiv] [paper]Baolong Bi
, Shenghua Liu, Yiwei Wang, Lingrui Mei, Hongcheng Gao, Yilong Xu, Xueqi Cheng. Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities. [arxiv] [paper]Lingrui Mei, Shenghua Liu, Yiwei Wang,
Baolong Bi
, Jiayi Mao, Xueqi Cheng. “Not Aligned” is Not “Malicious”: Being Careful about Hallucinations of Large Language Models’ Jailbreak. [arxiv] [paper]Baolong Bi
, Shenghua Liu, Lingrui Mei, Yiwei Wang, Pengliang Ji, Xueqi Cheng. Decoding by Contrasting Knowledge: Enhancing LLMs’ Confidence on Edited Facts. [page] [arxiv] [paper]Baolong Bi
, Shenghua Liu, Yiwei Wang, Lingrui Mei, Xueqi Cheng. Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness. [arxiv] [paper]Baolong Bi
, Shenghua Liu, Yiwei Wang, Lingrui Mei, Xueqi Cheng. LPNL: Scalable Link Prediction with Large Language Models. [arxiv] [paper]Lingrui Mei, Shenghua Liu, Yiwei Wang,
Baolong Bi
, Xueqi Cheng. SLANG: New Concept Comprehension of Large Language Models. [arxiv] [paper]
Education
Institute of Computing Technology, Chinese Academy of Sciences
- Ph.D. in Computer Science, 2023 - present
- Advisor: Prof. Shenghua Liu and Yiwei Wang
Chongqing University
- B.E. in Computer Science(Excellent), 2019 - 2023
- Advisor: Prof. Chengliang Wang
Hornors and Awards
- 2021 Bronze medal in ICPC China National Programming Contest
- 2020 The first prize of the National College Student Mathematical Modeling Contest
- 2020 First prize in Chongqing University Student Programming Competition
- 2017 First prize in the national youth informatics competition
- Advanced Individual in Innovation and Entrepreneurship of Chongqing University
- Ministry of Education-Huawei Smart Base “Future Star”
- Chongqing University First Class Scholarship