An angle measurement system for bending machine based on binocular active vision. - Dean Meng; Shengdun Zhao; Jin Cai; Muzhi Zhu; Xiaolan Han; Tong Guo (ICCA, 2014)

Hybrid-loop servo control system of double toggle mechanical press for flexible forming process based on sliding mode control and neural network techniques. - Jintao Liang; Shengdun Zhao; Yongqiang Zhao; Muzhi Zhu (J. Syst. Control. Eng., 2016)

SegPrompt: Boosting Open-world Segmentation via Category-level Prompt Learning. - Muzhi Zhu; Hengtao Li; Hao Chen 041; Chengxiang Fan; Weian Mao; Chenchen Jing; Yifan Liu 001; Chunhua Shen (ICCV, 2023)

DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data. - Chengxiang Fan; Muzhi Zhu; Hao Chen 041; Yang Liu 357; Weijia Wu 001; Huaqi Zhang; Chunhua Shen (CVPR, 2024)

Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching. - Yang Liu 357; Muzhi Zhu; Hengtao Li; Hao Chen 041; Xinlong Wang; Chunhua Shen (ICLR, 2024)

De novo Protein Design Using Geometric Vector Field Networks. - Weian Mao; Muzhi Zhu; Zheng Sun; Shuaike Shen; Lin Yuanbo Wu; Hao Chen 041; Chunhua Shen (ICLR, 2024)

Generative Active Learning for Long-tailed Instance Segmentation. - Muzhi Zhu; Chengxiang Fan; Hao Chen 041; Yang Liu 357; Weian Mao; Xiaogang Xu 002; Chunhua Shen (ICML, 2024)

Unveiling Universal Forensics of Diffusion Models with Adversarial Perturbations. - Kangyang Xie; Jiaan Liu; Muzhi Zhu; Ganggui Ding; Zide Liu; Hao Chen 041; Hangyue Chen (IJCNN, 2024)

A Simple Image Segmentation Framework via In-Context Examples. - Yang Liu 357; Chenchen Jing; Hengtao Li; Muzhi Zhu; Hao Chen 041; Xinlong Wang; Chunhua Shen (NeurIPS, 2024)

Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation. - Muzhi Zhu; Yang Liu 357; Zekai Luo; Chenchen Jing; Hao Chen 041; Guangkai Xu; Xinlong Wang; Chunhua Shen (NeurIPS, 2024)

A Denoising Pre-training Framework for Accelerating Novel Material Discovery. - Shuaike Shen; Ke Liu; Muzhi Zhu; Hao Chen 041 (AAAI, 2025)

SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories. - Muzhi Zhu; Yuzhuo Tian; Hao Chen 041; Chunluan Zhou; Qingpei Guo; Yang Liu 357; Ming Yang 007; Chunhua Shen (CVPR, 2025)

DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks. - Canyu Zhao; Mingyu Liu; Huanyi Zheng; Muzhi Zhu; Zhiyue Zhao; Hao Chen 041; Tong He 001; Chunhua Shen (CoRR, 2025)

Masked Channel Modeling for Bootstrapping Visual Pre-training. - Yang Liu 357; Xinlong Wang; Muzhi Zhu; Yue Cao 001; Tiejun Huang 001; Chunhua Shen (Int. J. Comput. Vis., 2025)

Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration. - Hao Zhong; Muzhi Zhu; Zongze Du; Zheng Huang; Canyu Zhao; Mingyu Liu; Wen Wang 015; Hao Chen 041; Chunhua Shen (CoRR, 2025)

Active-O3: Empowering Multimodal Large Language Models with Active Perception via GRPO. - Muzhi Zhu; Hao Zhong; Canyu Zhao; Zongze Du; Zheng Huang; Mingyu Liu; Hao Chen 041; Cheng Zou; Jingdong Chen; Ming Yang 007; Chunhua Shen (CoRR, 2025)