Qiming Li (启明 李)
Summary
Master student at HIT-SCIR researching VLM post-training, multimodal agents, and hallucination.
Education
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Computer Science2027Harbin Institute of Technology
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Computer Science2024-06Harbin Institute of Technology
Work Experience
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Research Intern2026-05 -Research on multimodal model post-training.
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Research Intern2025-03 - 2025-09
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Research Intern2024-07 - 2025-02
Skills
Research
- VLM post-training
- On-policy distillation
- Coding & GUI agents
- Multimodal hallucination
Publications
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MT-Web2Code: Benchmarking Coding Agents on Multi-Turn Regional Reconstruction and Localized Modification2026
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PRPO: Perception-Reinforced Policy Optimization via Token-Level Dynamic Advantage Reshaping2026NeurIPS2026 Poster**Qiming Li**, Tianlun Li, Xiaolong Cheng, Hangyu Li, Ruiyan Gong, Kangning Niu, Kaitao Jiang, Mu Xu
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Not All Tokens See Equally: Perception-Grounded Policy Optimization for Large Vision-Language Models2026EMNLP2026 FindingsZekai Ye, **Qiming Li**, Xiaocheng Feng, Ruihan Chen, Ziming Li, Haoyu Ren, Kun Chen, Dandan Tu, Bing Qin
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CAST: Mitigating Object Hallucination in Large Vision-Language Models via Caption-Guided Visual Attention Steering2026WAICA2026 Oral, 世界人工智能大会论文**Qiming Li**, Zekai Ye, Xiaocheng Feng, Weihong Zhong, Ruihan Chen, Lei Huang, Baohang Li, Bing Qin
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Causal Tracing of Object Representations in Large Vision Language Models: Mechanistic Interpretability and Hallucination Mitigation2026AAAI2026 Oral Top-4%**Qiming Li**, Zekai Ye, Xiaocheng Feng, Weihong Zhong, Weitao Ma, Xiachong Feng
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CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention2026ACL2025 MainZekai 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
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RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness2026CVPR2025 Highlight Top-3%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
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Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models2026ACL2024 MainWeihong Zhong, Xiaocheng Feng, Liang Zhao, **Qiming Li**, Lei Huang, Yuxuan Gu, Weitao Ma, Yuan Xu, Bing Qin
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Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering2026ACL2026 Main**Qiming Li**, Xiaocheng Feng, Yixuan Ma, Zekai Ye, Ruihan Chen, Xiachong Feng, Bing Qin
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MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents2026ACL2026 MainRuihan Chen*, __Qiming Li*__, Xiaocheng Feng, Xiaoliang Yang, Weihong Zhong, Yuxuan Gu, Zekun Zhou, Bing Qin
Teaching
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Knowledge Representation and Reasoning2025Harbin Institute of TechnologyRole: Teaching Assistant