Zhu, Muzhi

13 publications

AAAI 2025 A Denoising Pre-Training Framework for Accelerating Novel Material Discovery Shuaike Shen, Ke Liu, Muzhi Zhu, Hao Chen

NeurIPS 2025 DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks Canyu Zhao, Yanlong Sun, Mingyu Liu, Huanyi Zheng, Muzhi Zhu, Zhiyue Zhao, Hao Chen, Tong He, Chunhua Shen

NeurIPS 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, Hao Chen, Chunhua Shen

CVPR 2025 SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories Muzhi Zhu, Yuzhuo Tian, Hao Chen, Chunluan Zhou, Qingpei Guo, Yang Liu, Ming Yang, Chunhua Shen

ICCV 2025 Unified Open-World Segmentation with Multi-Modal Prompts Yang Liu, Yufei Yin, Chenchen Jing, Muzhi Zhu, Hao Chen, Yuling Xi, Bo Feng, Hao Wang, Shiyu Li, Chunhua Shen

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

ICMLW 2024 Boost Your Crystal Model with Denoising Pre-Training Shuaike Shen, Ke Liu, Muzhi Zhu, Hao Chen

ICLR 2024 De Novo Protein Design Using Geometric Vector Field Networks Weian Mao, Muzhi Zhu, Zheng Sun, Shuaike Shen, Lin Yuanbo Wu, Hao Chen, Chunhua Shen

CVPR 2024 DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data Chengxiang Fan, Muzhi Zhu, Hao Chen, Yang Liu, Weijia Wu, Huaqi Zhang, Chunhua Shen

ICML 2024 Generative Active Learning for Long-Tailed Instance Segmentation Muzhi Zhu, Chengxiang Fan, Hao Chen, Yang Liu, Weian Mao, Xiaogang Xu, Chunhua Shen

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

NeurIPS 2024 Unleashing the Potential of the Diffusion Model in Few-Shot Semantic Segmentation Muzhi Zhu, Yang Liu, Zekai Luo, Chenchen Jing, Hao Chen, Guangkai Xu, Xinlong Wang, Chunhua Shen

ICCV 2023 SegPrompt: Boosting Open-World Segmentation via Category-Level Prompt Learning Muzhi Zhu, Hengtao Li, Hao Chen, Chengxiang Fan, Weian Mao, Chenchen Jing, Yifan Liu, Chunhua Shen