Hello, I’m Qiming Li (启明 李), a master student of HIT-SCIR under the supervision of Prof.Xiaocheng Feng and Prof.Bing Qin. Previously, I’m a visiting student of THUNLP under the supervision of Prof.Zhiyuan Liu, and a research assistant of HKUNLP under the supervision of Postdoc.Xiachong Feng and Prof.Lingpeng Kong. My research interests include Large Vision-Language Models (LVLMs), Reinforcement Learning, and Multimodal Representation Learning.
Selected Publications
1. Halluciantion of Large Vision-Language Models
(AAAI2026 Oral Top-4%) Causal Tracing of Object Representations in Large Vision Language Models: Mechanistic Interpretability and Hallucination Mitigation [pdf]
Qiming Li, Zekai Ye, Xiaocheng Feng, Weihong Zhong, Weitao Ma, Xiachong Feng
(ACL2025 Main) CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention [pdf]
Zekai Ye*, Qiming Li*, Xiaocheng Feng, Libo Qin, Yichong Huang, Baohang Li, Kui Jiang, Yang Xiang, Zhirui Zhang, Yunfei Lu, Duyu Tang, Dandan Tu, Bing Qin
(CVPR2025 Highlight Top-3%) RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness [pdf]
Tianyu Yu, Haoye Zhang, Qiming Li, Qixin Xu, Yuan Yao, Da Chen, Xiaoman Lu, Ganqu Cui, Yunkai Dang, Taiwen He, Xiaocheng Feng, Jun Song, Bo Zheng, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun
(ACL2024 Main) Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models [pdf]
Weihong Zhong, Xiaocheng Feng, Liang Zhao, Qiming Li, Lei Huang, Yuxuan Gu, Weitao Ma, Yuan Xu, Bing Qin
2. Multilingual Perception & Reasoning Enhancement
(ACL2026 Main) Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering [pdf]
Qiming Li, Xiaocheng Feng, Yixuan Ma, Zekai Ye, Ruihan Chen, Xiachong Feng, Bing Qin
(ACL2026 Main) MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents [pdf]
Ruihan Chen*, Qiming Li*, Xiaocheng Feng, Xiaoliang Yang, Weihong Zhong, Yuxuan Gu, Zekun Zhou, Bing Qin
Three additional first-author works are currently under review.
Academic Research Experience
- Mar.2025-Sep.2025: HKUNLP, The University of HongKong, Research Intern
- Supervisor: Postdoc.Xiachong Feng and Prof.Lingpeng Kong
- Jul.2024-Feb.2025: THUNLP, Tsinghua University, Research Intern
- Supervisor: Prof.Zhiyuan Liu
Industry Research Experience
- Jun.2026-now: Meituan, Longcat, Research Intern
- Oct.2025-Jan.2026: Huawei, Xiaoyi, Research Intern
- July.2024-Feb.2025: ModelBest, Research Intern
- Oct.2023-Jan.2024: iFLYTEK, Research Intern
- Oct.2022-Aug.2023: HITCRT, Vision Control Algorithm Engineer
- Jan.2022-Feb.2022: Leju (Shenzhen) Robotics, Vision Algorithm Engineer
Professional Services
- 2025: ARR (Reviewer), AAAI (Program Committee), ICLR (Reviewer)
Teaching
- Teaching Assistant @ Harbin Institute of Technology
- 22CS31052 Knowledge Representation and Reasoning, Spring 2025
Education
B.S. in Computer Science, Harbin Institute of Technology, Aug.2020-June.2024- M.S. in Computer Science, Harbin Institute of Technology, Aug.2024-2027(expected)
- Supervisor: Prof.Xiaocheng Feng
Awards
- HIT(ShenZhen) Insun Scholarship (Top-1%)
- Graduate Entrance Scholarship (Top Class)
- Graduate Academic Scholarship (Top Class)
- HIT Outstanding Graduate Student Award
- 2023 National Robotics Competition Robomaster