arXivMultimodal Coding Agent MT-Web2Code: Benchmarking Coding Agents on Multi-Turn Regional Reconstruction and Localized Modification Qiming Li, Intern @ Meituan Longcat Team Read paper ↗
NeurIPS2026 PosterOPD of VLMs PRPO: Perception-Reinforced Policy Optimization via Token-Level Dynamic Advantage Reshaping Qiming Li, Tianlun Li, Xiaolong Cheng, Hangyu Li, Ruiyan Gong, Kangning Niu, Kaitao Jiang, Mu Xu Read paper ↗
EMNLP2026 FindingsOPD of VLMs Not All Tokens See Equally: Perception-Grounded Policy Optimization for Large Vision-Language Models Zekai Ye, Qiming Li, Xiaocheng Feng, Ruihan Chen, Ziming Li, Haoyu Ren, Kun Chen, Dandan Tu, Bing Qin Read paper ↗
WAICA2026 Oral, 世界人工智能大会论文Hallucination of VLMs CAST: Mitigating Object Hallucination in Large Vision-Language Models via Caption-Guided Visual Attention Steering Qiming Li, Zekai Ye, Xiaocheng Feng, Weihong Zhong, Ruihan Chen, Lei Huang, Baohang Li, Bing Qin Read paper ↗
AAAI2026 Oral Top-4%Hallucination of VLMs Causal Tracing of Object Representations in Large Vision Language Models: Mechanistic Interpretability and Hallucination Mitigation Qiming Li, Zekai Ye, Xiaocheng Feng, Weihong Zhong, Weitao Ma, Xiachong Feng Read paper ↗
ACL2025 MainHallucination of VLMs CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention 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 Read paper ↗
CVPR2025 Highlight Top-3%Hallucination of VLMs RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness 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 Read paper ↗
ACL2024 MainHallucination of VLMs Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models Weihong Zhong, Xiaocheng Feng, Liang Zhao, Qiming Li, Lei Huang, Yuxuan Gu, Weitao Ma, Yuan Xu, Bing Qin Read paper ↗
ACL2026 MainMultilingual VLMs Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering Qiming Li, Xiaocheng Feng, Yixuan Ma, Zekai Ye, Ruihan Chen, Xiachong Feng, Bing Qin Read paper ↗
ACL2026 MainMultilingual VLMs MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents Ruihan Chen*, Qiming Li*, Xiaocheng Feng, Xiaoliang Yang, Weihong Zhong, Yuxuan Gu, Zekun Zhou, Bing Qin Read paper ↗