周文罡

个人主页：http://staff.ustc.edu.cn/~zhwg/index.html  

主要研究方向： 计算机视觉，具身人工智能，机器博弈

个人简介

    周文罡，中国科学技术大学教授、博士生导师，国家“优秀青年基金”获得者。

    2006年6月，本科毕业于武汉大学电子信息学院电子信息工程专业；2011年6月，博士毕业于中国科学技术大学信息学院6系；2011年8月~2013年9月，在美国德州大学圣安东尼奥分校计算机系担任博士后研究员。2013年9月底，入职中国科学技术大学，历任副教授、特任教授、教授。2015年4~10月，在微软亚洲研究院访问交流。

    主要研究方向为计算机视觉、具身人工智能和机器博弈。发表CCF A类论文100余篇，Google学术总引用2.7万次，H指数76。担任CCF推荐A类期刊IEEE Transactions on Multimedia编委。主持科技部重大项目课题、国家基金委联合基金重点项目等。曾获吴文俊人工智能科技进步一等奖、中科院优秀导师奖等，连续6年（2020~2025）入选斯坦福全球前2%科学家，曾入选中科院青促会优秀会员、中国科协青年人才托举工程。培养博士生获中科院优秀博士学位论文奖（2人次）、中国图象图形学学会优秀博士学位论文奖。

教授课程：

1. 数字图像分析

2. 数字图像处理

近几年代表论著：

[1]Yi Jiang, Wengang Zhou, Yufeng Shi, Mingxiao Feng, and Houqiang Li, “J-Mac: Jacobian Matrix Meets Masked Contrastive Learning for Generalization in Reinforcement Learning,” Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), November 2025.

[2]Zhiyang Guo, Wengang Zhou, Min Wang, Li Li, and Houqiang Li, “HandNeRF++: Modeling Animatable Interacting Hands with Neural Radiance Fields,” Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), May 2025.

[3]Min Wang, Wengang Zhou, and Houqiang Li, “Revisit Weakly Supervised Hashing with Deep Multi-modal Foundation Models,” Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), May 2025.

[4]Xiaohan Lei, Min Wang, Wengang Zhou, and Houqiang Li, “GaussNav: Gaussian Splatting for Visual Navigation,” Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), January 2025.

[5]Weilun Wang, Jianmin Bao, Wengang Zhou, Dongdong Chen, Dong Chen, Lu Yuan, and Houqiang Li, “SinDiffusion: Learning a Diffusion Model from a Single Natural Image,” Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), January 2025.

[6]Min Wang, Wengang Zhou, Xin Yao, Qi Tian, and Houqiang Li, “Towards Codebook-free Deep Probabilistic Quantization for Image Retrieval,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 46(2): 626-640, 2024.

[7]Jinhua Zhu, Yingce Xia, Lijun Wu, Jiajun Deng, Wengang Zhou, Tao Qin, Tie-Yan Liu, and Houqiang Li, “Masked Contrastive Representation Learning for Reinforcement Learning,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(3): 3421-3433, 2023.

[8]Yiheng Liu, Wengang Zhou, Qiaokang Xie, and Houqiang Li, “Unsupervised Person Re-Identification with Wireless Positioning under Weak Scene Labeling,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(4): 5282-5295, 2023.

[9]Hezhen Hu, Weichao Zhao, Wengang Zhou, and Houqiang Li, “SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(9):11221-11239, 2023.

[10]Jiajun Deng, Zhengyuan Yang, Daqing Liu, Tianlang Chen, Wengang Zhou, Yanyong Zhang, Houqiang Li, and Wanli Ouyang, “TransVG++: End-to-End Visual Grounding with Language Conditioned Vision Transformer,” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(11): 13636-13652, 2023.