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ORCIDMuzhi Zhu
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Journal Articles
- 2025
[j3]Yang Liu
, Xinlong Wang, Muzhi Zhu, Yue Cao, Tiejun Huang, Chunhua Shen:
Masked Channel Modeling for Bootstrapping Visual Pre-training. Int. J. Comput. Vis. 133(2): 760-780 (2025)- [j2]Yang Liu, Muzhi Zhu, Hao Chen, Xinlong Wang, Bo Feng, Hao Wang, Shiyu Li, Raviteja Vemulapalli, Chunhua Shen:
Segment Anything in Context with Vision Foundation Models. Int. J. Comput. Vis. 133(10): 7460-7485 (2025) - 2016
- [j1]Jintao Liang, Shengdun Zhao, Yongqiang Zhao, Muzhi Zhu:
Hybrid-loop servo control system of double toggle mechanical press for flexible forming process based on sliding mode control and neural network techniques. J. Syst. Control. Eng. 230(1): 35-45 (2016)
Conference and Workshop Papers
- 2025
- [c11]Shuaike Shen, Ke Liu, Muzhi Zhu, Hao Chen:
A Denoising Pre-training Framework for Accelerating Novel Material Discovery. AAAI 2025: 28368-28376 - [c10]Muzhi Zhu, Yuzhuo Tian, Hao Chen, Chunluan Zhou, Qingpei Guo, Yang Liu, Ming Yang, Chunhua Shen:
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories. CVPR 2025: 3686-3696 - 2024
- [c9]Chengxiang Fan, Muzhi Zhu, Hao Chen, Yang Liu, Weijia Wu, Huaqi Zhang, Chunhua Shen:
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data. CVPR 2024: 3986-3995 - [c8]Yang Liu, Muzhi Zhu, Hengtao Li, Hao Chen, Xinlong Wang, Chunhua Shen:
Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching. ICLR 2024 - [c7]Weian Mao, Muzhi Zhu, Zheng Sun, Shuaike Shen, Lin Yuanbo Wu, Hao Chen, Chunhua Shen:
De novo Protein Design Using Geometric Vector Field Networks. ICLR 2024 - [c6]Muzhi Zhu, Chengxiang Fan, Hao Chen, Yang Liu, Weian Mao, Xiaogang Xu, Chunhua Shen:
Generative Active Learning for Long-tailed Instance Segmentation. ICML 2024 - [c5]Kangyang Xie, Jiaan Liu, Muzhi Zhu, Ganggui Ding, Zide Liu, Hao Chen, Hangyue Chen:
Unveiling Universal Forensics of Diffusion Models with Adversarial Perturbations. IJCNN 2024: 1-8 - [c4]Yang Liu, Chenchen Jing, Hengtao Li, Muzhi Zhu, Hao Chen, Xinlong Wang, Chunhua Shen:
A Simple Image Segmentation Framework via In-Context Examples. NeurIPS 2024 - [c3]Muzhi Zhu, Yang Liu, Zekai Luo, Chenchen Jing, Hao Chen, Guangkai Xu, Xinlong Wang, Chunhua Shen:
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation. NeurIPS 2024 - 2023
- [c2]Muzhi Zhu, Hengtao Li, Hao Chen, Chengxiang Fan, Weian Mao, Chenchen Jing, Yifan Liu, Chunhua Shen:
SegPrompt: Boosting Open-world Segmentation via Category-level Prompt Learning. ICCV 2023: 999-1008 - 2014
- [c1]Dean Meng, Shengdun Zhao, Jin Cai, Muzhi Zhu, Xiaolan Han, Tong Guo:
An angle measurement system for bending machine based on binocular active vision. ICCA 2014: 924-928
Informal and Other Publications
- 2025
- [i16]Canyu Zhao, Mingyu Liu, Huanyi Zheng, Muzhi Zhu, Zhiyue Zhao, Hao Chen, Tong He, Chunhua Shen:
DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks. CoRR abs/2502.17157 (2025) - [i15]Muzhi Zhu, Yuzhuo Tian, Hao Chen, Chunluan Zhou, Qingpei Guo, Yang Liu, Ming Yang, Chunhua Shen:
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories. CoRR abs/2503.08625 (2025) - [i14]Hao Zhong, Muzhi Zhu, Zongze Du, Zheng Huang, Canyu Zhao, Mingyu Liu, Wen Wang, Hao Chen, Chunhua Shen:
Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration. CoRR abs/2505.20256 (2025) - [i13]Muzhi Zhu, Hao Zhong, Canyu Zhao, Zongze Du, Zheng Huang, Mingyu Liu, Hao Chen, Cheng Zou, Jingdong Chen, Ming Yang, Chunhua Shen:
Active-O3: Empowering Multimodal Large Language Models with Active Perception via GRPO. CoRR abs/2505.21457 (2025) - [i12]Cong Chen, Ziyuan Huang, Cheng Zou, Muzhi Zhu, Kaixiang Ji, Jiajia Liu, Jingdong Chen, Hao Chen, Chunhua Shen:
HieraTok: Multi-Scale Visual Tokenizer Improves Image Reconstruction and Generation. CoRR abs/2509.23736 (2025) - [i11]Cong Chen, Kaixiang Ji, Hao Zhong, Muzhi Zhu, Anzhou Li, Guo Gan, Ziyuan Huang, Cheng Zou, Jiajia Liu, Jingdong Chen, Hao Chen, Chunhua Shen:
GUI-Shepherd: Reliable Process Reward and Verification for Long-Sequence GUI Tasks. CoRR abs/2509.23738 (2025) - [i10]Zheng Huang, Mingyu Liu, Xiaoyi Lin, Muzhi Zhu, Canyu Zhao, Zongze Du, Xiaoman Li, Yiduo Jia, Hao Zhong, Hao Chen, Chunhua Shen:
NoTVLA: Narrowing of Dense Action Trajectories for Generalizable Robot Manipulation. CoRR abs/2510.03895 (2025) - [i9]Mingyu Liu, Zheng Huang, Xiaoyi Lin, Muzhi Zhu, Canyu Zhao, Zongze Du, Yating Wang, Haoyi Zhu, Hao Chen, Chunhua Shen:
Bridge Thinking and Acting: Unleashing Physical Potential of VLM with Generalizable Action Expert. CoRR abs/2510.03896 (2025) - [i8]Yang Liu, Yufei Yin, Chenchen Jing, Muzhi Zhu, Hao Chen, Yuling Xi, Bo Feng, Hao Wang, Shiyu Li, Chunhua Shen:
Unified Open-World Segmentation with Multi-Modal Prompts. CoRR abs/2510.10524 (2025) - 2024
- [i7]Chengxiang Fan, Muzhi Zhu, Hao Chen, Yang Liu, Weijia Wu, Huaqi Zhang, Chunhua Shen:
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data. CoRR abs/2405.10185 (2024) - [i6]Muzhi Zhu, Chengxiang Fan, Hao Chen, Yang Liu, Weian Mao, Xiaogang Xu, Chunhua Shen:
Generative Active Learning for Long-tailed Instance Segmentation. CoRR abs/2406.02435 (2024) - [i5]Muzhi Zhu, Yang Liu, Zekai Luo, Chenchen Jing, Hao Chen, Guangkai Xu, Xinlong Wang, Chunhua Shen:
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation. CoRR abs/2410.02369 (2024) - [i4]Yang Liu, Chenchen Jing, Hengtao Li, Muzhi Zhu, Hao Chen, Xinlong Wang, Chunhua Shen:
A Simple Image Segmentation Framework via In-Context Examples. CoRR abs/2410.04842 (2024) - 2023
- [i3]Yang Liu, Muzhi Zhu, Hengtao Li, Hao Chen, Xinlong Wang, Chunhua Shen:
Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching. CoRR abs/2305.13310 (2023) - [i2]Muzhi Zhu, Hengtao Li, Hao Chen, Chengxiang Fan, Weian Mao, Chenchen Jing, Yifan Liu, Chunhua Shen:
SegPrompt: Boosting Open-world Segmentation via Category-level Prompt Learning. CoRR abs/2308.06531 (2023) - [i1]Weian Mao, Muzhi Zhu, Zheng Sun, Shuaike Shen, Lin Yuanbo Wu, Hao Chen, Chunhua Shen:
De novo protein design using geometric vector field networks. CoRR abs/2310.11802 (2023)
Coauthor Index
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