Junteng Liu
About Me
I am a first-year PhD candidate at HKUST NLP Group supervised by Professor Junxian He. I graduated from Shanghai Jiao Tong University (SJTU) in June 2024, where I was also fortunate to be advised by Prof. Junxian He during my undergraduate studies.
Research Interests
My research focuses on natural language processing and machine learning, with particular emphasis on:
- LLM Reasoning and Reinforcement Learning
- Hallucination in Vision-Language Models (VLM)
- LLM truthfulness and Interpretability
Education
Ph.D. in Computer Science (2024-Present)
Hong Kong University of Science and TechnologyB.Eng. (2020-2024)
Shanghai Jiao Tong University
Experience
Research Intern (February 2025 - Present)
MINIMAXResearch Intern (June 2024 - September 2024)
Tencent WXG
Advisor: Zifei ShanResearch Intern (June 2023 - December 2023)
Shanghai AI Lab
Advisor: Prof. Yu Cheng
Publications
2025
- On the Perception Bottleneck of VLMs for Chart Understanding
Junteng Liu, Weihao Zeng, Xiwen Zhang, Yijun Wang, Zifei Shan, Junxian He (Arxiv)
Code
2024
On the Universal Truthfulness Hyperplane Inside LLMs
Junteng Liu, Shiqi Chen, Yu Cheng, Junxian He
Conference on Empirical Methods in Natural Language Processing (EMNLP 2024)
CodeIn-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation
Shiqi Chen, Miao Xiong, Junteng Liu, Zhengxuan Wu, Teng Xiao, Siyang Gao, Junxian He
International Conference on Machine Learning (ICML 2024)
2023
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models
Yuzhen Huang, Yuzhuo Bai, Zhihao Zhu, Junlei Zhang, Jinghan Zhang, Tangjun Su, Junteng Liu, Chuancheng Lv, Yikai Zhang, Jiayi Lei, Yao Fu, Maosong Sun, Junxian He
Neural Information Processing Systems (NeurIPS 2023)Composing Parameter-Efficient Modules with Arithmetic Operations
Jinghan Zhang, Shiqi Chen, Junteng Liu, Junxian He
Neural Information Processing Systems (NeurIPS 2023)
Honors & Awards
- Zhiyuan Honor Scholarship, Shanghai Jiao Tong University
Contact
- Email: [jliugi@connect.ust.hk]
- GitHub: Vicent0205