ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic Corpora. - Kanzhi Cheng; Zheng Ma; Shi Zong; Jianbing Zhang; Xinyu Dai; Jiajun Chen 001 (NLPCC (1), 2022)

Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model. - Kanzhi Cheng; Wenpo Song; Zheng Ma; Wenhao Zhu; Zixuan Zhu; Jianbing Zhang (ACM Multimedia, 2023)

Food-500 Cap: A Fine-Grained Food Caption Benchmark for Evaluating Vision-Language Models. - Zheng Ma; Mianzhi Pan; Wenhan Wu; Kanzhi Cheng; Jianbing Zhang; Shujian Huang; Jiajun Chen 001 (ACM Multimedia, 2023)

SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents. - Kanzhi Cheng; Qiushi Sun; Yougang Chu; Fangzhi Xu; Yantao Li 003; Jianbing Zhang; Zhiyong Wu 003 (ACL (1), 2024)

A Survey of Neural Code Intelligence: Paradigms, Advances and Beyond. - Qiushi Sun; Zhirui Chen; Fangzhi Xu; Kanzhi Cheng; Chang Ma; Zhangyue Yin; Jianing Wang 002; Chengcheng Han 004; Renyu Zhu; Shuai Yuan 018; Qipeng Guo; Xipeng Qiu; et al. (CoRR, 2024)

CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era. - Kanzhi Cheng; Wenpo Song; Jiaxin Fan; Zheng Ma; Qiushi Sun; Fangzhi Xu; Chenyang Yan; Nuo Chen; Jianbing Zhang; Jiajun Chen (ACL (Findings), 2025)

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis. - Qiushi Sun; Kanzhi Cheng; Zichen Ding 002; Chuanyang Jin; Yian Wang 003; Fangzhi Xu; Zhenyu Wu; Chengyou Jia; Liheng Chen; Zhoumianze Liu; Ben Kao; Guohao Li 001; et al. (ACL (1), 2025)

Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning. - Fangzhi Xu; Hang Yan 010; Chang Ma; Haiteng Zhao; Qiushi Sun; Kanzhi Cheng; Junxian He; Jun Liu 002; Zhiyong Wu 003 (ACL (1), 2025)

Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models. - Fangzhi Xu; Qiushi Sun; Kanzhi Cheng; Jun Liu 002; Yu Qiao 001; Zhiyong Wu 003 (ACL (1), 2025)

OS-ATLAS: Foundation Action Model for Generalist GUI Agents. - Zhiyong Wu 003; Zhenyu Wu; Fangzhi Xu; Yian Wang 003; Qiushi Sun; Chengyou Jia; Kanzhi Cheng; Zichen Ding 002; Liheng Chen; Paul Pu Liang; Yu Qiao 001 (ICLR, 2025)

Vision-Language Models Can Self-Improve Reasoning via Reflection. - Kanzhi Cheng; Yantao Li 003; Fangzhi Xu; Jianbing Zhang; Hao Zhou; Yang Liu (NAACL (Long Papers), 2025)

ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows. - Qiushi Sun; Zhoumianze Liu; Chang Ma; Zichen Ding 002; Fangzhi Xu; Zhangyue Yin; Haiteng Zhao; Zhenyu Wu; Kanzhi Cheng; Zhaoyang Liu 001; Jianing Wang 002; Qintong Li; et al. (CoRR, 2025)

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents. - Qianhui Wu; Kanzhi Cheng; Rui Yang 010; Chaoyun Zhang; Jianwei Yang; Huiqiang Jiang; Jian Mu; Baolin Peng; Bo Qiao 001; Reuben Tan; Si Qin; Lars Liden; et al. (CoRR, 2025)