Li, Zekun

31 publications

ICLR 2026 DevOps-Gym: Benchmarking AI Agents in Software DevOps Cycle Yuheng Tang, Kaijie Zhu, Bonan Ruan, Chuqi Zhang, Michael Yang, Hongwei Li, Suyue Guo, Tianneng Shi, Zekun Li, Christopher Kruegel, Giovanni Vigna, Dawn Song, William Yang Wang, Lun Wang, Yangruibo Ding, Zhenkai Liang, Wenbo Guo

ICLR 2026 FRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models Jiyoon Pyo, Yuankun Jiao, Dongwon Jung, Zekun Li, Leeje Jang, Sofia Kirsanova, Jina Kim, Yijun Lin, Qin Liu, Junyi Xie, Hadi Askari, Nan Xu, Muhao Chen, Yao-Yi Chiang

ICLR 2026 MCP Security Bench (MSB): Benchmarking Attacks Against Model Context Protocol in LLM Agents Dongsen Zhang, Zekun Li, Xu Luo, Xuannan Liu, Pei Pei Li, Wenjun Xu

ICLR 2025 Breaking Mental Set to Improve Reasoning Through Diverse Multi-Agent Debate Yexiang Liu, Jie Cao, Zekun Li, Ran He, Tieniu Tan

ICCV 2025 Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Haoran Wang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi

ICLR 2025 MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs Xuannan Liu, Zekun Li, Pei Pei Li, Huaibo Huang, Shuhan Xia, Xing Cui, Linzhi Huang, Weihong Deng, Zhaofeng He

ICML 2025 MVA: Linear Attention with High-Order Query-Keys Integration and Multi-Level Vocabulary Decomposition Wang Ning, Zekun Li, Tongxin Bai, Man Yao, Zhen Qin, Guoqi Li

ICLR 2025 MuirBench: A Comprehensive Benchmark for Robust Multi-Image Understanding Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen

ICCV 2025 PersonalVideo: High ID-Fidelity Video Customization Without Dynamic and Semantic Degradation Hengjia Li, Haonan Qiu, Shiwei Zhang, Xiang Wang, Yujie Wei, Zekun Li, Yingya Zhang, Boxi Wu, Deng Cai

CVPR 2025 Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation Qinghe Ma, Jian Zhang, Zekun Li, Lei Qi, Qian Yu, Yinghuan Shi

CVPR 2025 Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting Maochen Yang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi

NeurIPS 2025 Video-SafetyBench: A Benchmark for Safety Evaluation of Video LVLMs Xuannan Liu, Zekun Li, Zheqi He, Pei Pei Li, Shuhan Xia, Xing Cui, Huaibo Huang, Xi Yang, Ran He

ICMLW 2024 Can Editing LLMs Inject Harm? Canyu Chen, Baixiang Huang, Zekun Li, Zhaorun Chen, Shiyang Lai, Xiongxiao Xu, Jia-Chen Gu, Jindong Gu, Huaxiu Yao, Chaowei Xiao, Xifeng Yan, William Yang Wang, Philip Torr, Dawn Song, Kai Shu

ICMLW 2024 Can Editing LLMs Inject Harm? Canyu Chen, Baixiang Huang, Zekun Li, Zhaorun Chen, Shiyang Lai, Xiongxiao Xu, Jia-Chen Gu, Jindong Gu, Huaxiu Yao, Chaowei Xiao, Xifeng Yan, William Yang Wang, Philip Torr, Dawn Song, Kai Shu

NeurIPSW 2024 Can Editing LLMs Inject Harm? Canyu Chen, Baixiang Huang, Zekun Li, Zhaorun Chen, Shiyang Lai, Xiongxiao Xu, Jia-Chen Gu, Jindong Gu, Huaxiu Yao, Chaowei Xiao, Xifeng Yan, William Yang Wang, Philip Torr, Dawn Song, Kai Shu

ECCV 2024 InstaStyle: Inversion Noise of a Stylized Image Is Secretly a Style Adviser Xing Cui, Zekun Li, Peipei Li, Huaibo Huang, Xuannan Liu, Zhaofeng He

NeurIPS 2024 Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner Xing Cui, Peipei Li, Zekun Li, Xuannan Liu, Yueying Zou, Zhaofeng He

CVPR 2024 MANUS: Markerless Grasp Capture Using Articulated 3D Gaussians Chandradeep Pokhariya, Ishaan Nikhil Shah, Angela Xing, Zekun Li, Kefan Chen, Avinash Sharma, Srinath Sridhar

AAAI 2024 SAVSR: Arbitrary-Scale Video Super-Resolution via a Learned Scale-Adaptive Network Zekun Li, Hongying Liu, Fanhua Shang, Yuanyuan Liu, Liang Wan, Wei Feng

ECCV 2024 Surf-D: Generating High-Quality Surfaces of Arbitrary Topologies Using Diffusion Models Zhengming Yu, Zhiyang Dou, Xiaoxiao Long, Cheng Lin, Zekun Li, Yuan Liu, Norman Müller, Taku Komura, Marc Habermann, Christian Theobalt, Xin Li, Wenping Wang

NeurIPS 2023 Guiding Large Language Models via Directional Stimulus Prompting Zekun Li, Baolin Peng, Pengcheng He, Michel Galley, Jianfeng Gao, Xifeng Yan

ICCV 2023 IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization Zekun Li, Lei Qi, Yinghuan Shi, Yang Gao

CVPR 2023 Learning Anchor Transformations for 3D Garment Animation Fang Zhao, Zekun Li, Shaoli Huang, Junwu Weng, Tianfei Zhou, Guo-Sen Xie, Jue Wang, Ying Shan

ICCV 2023 Order-Prompted Tag Sequence Generation for Video Tagging Zongyang Ma, Ziqi Zhang, Yuxin Chen, Zhongang Qi, Yingmin Luo, Zekun Li, Chunfeng Yuan, Bing Li, Xiaohu Qie, Ying Shan, Weiming Hu

NeurIPS 2023 Time Series as Images: Vision Transformer for Irregularly Sampled Time Series Zekun Li, Shiyang Li, Xifeng Yan

ICLRW 2023 Time Series as Images: Vision Transformer for Irregularly Sampled Time Series Zekun Li, Shiyang Li, Xifeng Yan

ECCV 2022 Eliminating Gradient Conflict in Reference-Based Line-Art Colorization Zekun Li, Zhengyang Geng, Zhao Kang, Wenyu Chen, Yibo Yang

CoRL 2022 Iterative Interactive Modeling for Knotting Plastic Bags Chongkai Gao, Zekun Li, Haichuan Gao, Feng Chen

WACV 2022 PoP-Net: Pose over Parts Network for Multi-Person 3D Pose Estimation from a Depth Image Yuliang Guo, Zhong Li, Zekun Li, Xiangyu Du, Shuxue Quan, Yi Xu

WACV 2021 ChartOCR: Data Extraction from Charts Images via a Deep Hybrid Framework Junyu Luo, Zekun Li, Jinpeng Wang, Chin-Yew Lin

AAAI 2021 Cold-Start Sequential Recommendation via Meta Learner Yujia Zheng, Siyi Liu, Zekun Li, Shu Wu