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Chaowei Fang

Biography

Chaowei FANG is an associate professor at School of Artificial Intelligence, Xidian University, and also a member of the Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education. He received Ph.D. degree from The University of Hong Kong in 2019, and B.E. degree from Xi'an Jiaotong University in 2013. His research interest includes visual information processing, representation, and understanding.

方超伟是西安电子科技大学人工智能学院副教授，智能感知与图像理解教育部重点实验室成员。2019年获得香港大学博士学位, 2013年获得西安交通大学学士学位。研究兴趣包括：视觉信息处理、表示与理解。

Recruitment/招聘

His group is recruiting master students. If interested, please send your resume and transcript to e-mail: chaoweifang AT outlook.com.

正在招聘硕士生和本科实习生,如有兴趣，请发送简历和成绩单至邮箱：chaoweifang[AT]outlook.com.

Research Topics

Image Classification Image Segmentation Label-efficient Machine Learning Low-level Image Processing Medical Image Analysis Neural Network Design Object Detection Representation Learning Semi-supervised Learning Visible Watermark Removal

Publications

* indicates equal contribution. † indicates corresponding author.

1. Fangwen Wu , Lechao Cheng , Shengeng Tang , Xiaofeng Zhu , Chaowei Fang , Dingwen Zhang , Meng Wang . Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning. ICML, 2025.
2. Junye Chen , Chaowei Fang † , Jichang Li , Yicheng Leng , Guanbin Li † . Decouple and Couple: Exploiting Prior Knowledge for Visible Video Watermark Removal. TIP, 2025.
3. De Cheng , Lei Wei , Chaowei Fang † , Lingfeng He , Nannan Wang , Xinbo Gao . Progressive Feature-Attribute Matching via Bi-directional Generation for Transductive Zero-Shot Learning. TCSVT, 2025.
4. Chengqing Cai , Shuangyi Tan , Xinmiao Wang , Bohao Zhang , Chaowei Fang , Guanbin Li , Longqin Xu , Shuangyin Liu , Ruixin Wang . Real-Time Detection of Hypoxia Stress Behavior in Aquaculture Fish Using an Enhanced YOLOv8 Model. Aquaculture International, 2025.
5. Xiaoqian Zhu , Xiangrong Zhang , Tianyang Zhang , Chaowei Fang , Xu Tang , Licheng Jiao . RegionMatch: Pixel-Region Collaboration for Semi-Supervised Semantic Segmentation in Remote Sensing Images. IJCAI, 2025.
6. Chaowei Fang , Hangfei Ma , Zhihao Li , De Cheng , Yue Zhang , Guanbin Li . Screening, Rectifying, and Re-Screening: A Unified Framework for Tuning Vision-Language Models with Noisy Labels. IJCAI, 2025.
7. Yue Zhang , Yiyi Chen , Chaowei Fang , Qian Wang , Jiayi Wu , Jingmin Xin . Learning from Open-set Noisy Labels based on Multi-prototype Modeling. PR, 2025.
8. Yicheng Leng , Chaowei Fang † , Junye Chen , Yixiang Fang , Sheng Li , Guanbin Li . Bridging Knowledge Gap between Image Inpainting and Large-Area Visible Watermark Removal. AAAI, 2025.
9. Zhenhua Wu , Linxuan Jiang , Xiang Li , Chaowei Fang , Yipeng Qin , Guanbin Li . Hierarchically Controlled Deformable 3D Gaussians for Talking Head Synthesis. AAAI, 2025.
10. Sen Chen , Hongying Liu , Chaowei Fang , Fanhua Shang , Yuanyuan Liu , Liang Wan , Dongmei Jiang , Yaowei Wang . Unsupervised Degradation Representation Aware Transform for Real-World Blind Image Super-Resolution. AAAI, 2025.
11. Ying Yang * , De Cheng * † , Chaowei Fang * † , Yubiao Wang , Changzhe Jiao , Lechao Cheng , Nannan Wang , Xinbo Gao . Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection. NeurIPS, 2024.
12. De Cheng , Haichun Tai , Nannan Wang , Chaowei Fang , Xinbo Gao . Neighbor Consistency and Global-Local Interaction: A Novel Pseudo-label Refinement Approach for Unsupervised Person Re-Identification. TIFS, 2024.
13. Yubo Li * , De Cheng * † , Chaowei Fang † , Changzhe Jiao , Nannan Wang , Xinbo Gao . Disentangling Identity Features from Interference Factors for Cloth-Changing Person Re-Identification. ACM MM, 2024.
14. Guanbin Li , Zhuohua Chen , Mingzhi Mao , Liang Lin , Chaowei Fang † . Uncertainty-aware Active Domain Adaptive Salient Object Detection. TIP, 2024.
15. Yuzhu Wang , Lechao Cheng , Chaowei Fang , Dingwen Zhang , Manni Duan , Meng Wang . Revisiting the Power of Prompt for Visual Tuning. ICML, 2024.
16. Kaihui Yang , Junwei Han , Guangyu Guo , Chaowei Fang , Yingzi Fan , Lechao Cheng , Dingwen Zhang . Progressive Adapting and Pruning: Domain-Incremental Learning for Saliency Prediction. TOMM, 2024.
17. Deguang Chen , Jianrui Chen , Chaowei Fang , Zhichao Zhang . Complex visual question answering based on uniform form and content. Appl. Int., 2024.
18. Jingxuan He , Lechao Cheng , Chaowei Fang , Zunlei Feng , Tingting Mu , Mingli Song . Progressive Feature Self-Reinforcement for Weakly Supervised Semantic Segmentation. AAAI, 2024.
19. Yicheng Leng , Chaowei Fang † , Gen Li , Yixiang Fang , Guanbin Li . Removing Interference and Recovering Content Imaginatively for Visible Watermark Removal. AAAI, 2024.
20. Chaowei Fang , Ziyin Zhou , Junye Chen , Hanjing Su , Qingyao Wu , Guanbin Li . Variance-insensitive and Target-preserving Mask Refinement for Interactive Image Segmentation. AAAI, 2024.
21. Dingwen Zhang , Hao Li , Wenyuan Zeng , Chaowei Fang , Lechao Cheng , Ming-Ming Cheng , and Junwei Han . Weakly Supervised Semantic Segmentation via Alternate Self-Dual Teaching. TIP, 2023.
22. Ziyi Zhang , Weikai Chen , Chaowei Fang , Zhen Li , Lechao Cheng , Liang Lin , Guanbin Li . RankMatch: Fostering Confidence and Consistency in Learning with Noisy Labels. ICCV, 2023.
23. Ruifei Zhang , Feng Zhang , Dejun Fan , Chaowei Fang , Xiang Wan , Guanbin Li , Xutao Lin . Multi-task Learning with Hierarchical Guidance for Locating and Stratifying Submucosal Tumors. JBHI, 2023.
24. Shuang Wang , Qi Zang , Chaowei Fang , Dou Quan , Yutong Wan , Biao Hou , Licheng Jiao . Select, Purify and Exchange: A Multi-Source Unsupervised Domain Adaptation Method for Building Extraction. TNNLS, 2023.
25. Chaowei Fang , Lechao Cheng , Yining Mao , Dingwen Zhang , Yixiang Fang , Guanbin Li , Huiyan Qi , Licheng Jiao . Separating Noisy Samples from Tail Classes for Long-Tailed Image Classification with Label Noise. TNNLS, 2023.
26. Weizhi Zhong , Chaowei Fang , Yinqi Cai , Pengxu Wei , Gangming Zhao , Liang Lin , Guanbin Li . Identity-Preserving Talking Face Generation with Landmark and Appearance Priors. CVPR, 2023.
27. Chaowei Fang * , Qian Wang * , Lechao Cheng , Zhifan Gao , Chengwei Pan , Zhen Cao , Zhaohui Zheng , Dingwen Zhang . Reliable Mutual Distillation for Medical Image Segmentation under Imperfect Annotations. TMI, 2023.
28. Yuxiang Nie * , Chaowei Fang * , Lechao Cheng , Liang Lin , Guanbin Li . Adapting Object Size Variance and Class Imbalance for Semi-Supervised Object Detection. AAAI, 2023.
29. Chengwei Pan , Baolian Qi † , Gangming Zhao , Jiaheng Liu , Chaowei Fang , Dingwen Zhang , Jinpeng Li . Deep 3D Vessel Segmentation based on Cross Transformer Network. BIBM, 2022.
30. Kuo Wang , Jingyu Zhuang , Guanbin Li , Chaowei Fang , Lechao Cheng , Liang Lin , Fan Zhou . De-biased Teacher: Rethinking IoU Matching for Semi-Supervised Object Detection. AAAI, 2023.
31. Lechao Cheng , Chaowei Fang † , Dingwen Zhang , Guanbin Li , Gang Huang . Compound Batch Normalization for Long-tailed Image Classification. ACM MM, 2022.
32. Chengwei Pan * , Gangming Zhao * , Junjie Fang , Jiaheng Liu , Chaowei Fang , Dingwen Zhang , Jinpeng Li , Yizhou Yu . Computer-aided Tuberculosis Diagnosis with Attribute Reasoning Assistance. MICCAI, 2022.
33. Chaowei Fang , Dingwen Zhang † , Liang Wang , Yulun Zhang , Lechao Cheng , Junwei Han . Cross-Modality High-Frequency Transformer for MR Image Super-Resolution. ACM MM, 2022.
34. Jiaming Li , Chaowei Fang † , Guanbin Li . Gradient-Rebalanced Uncertainty Minimization for Cross-Site Adaptation of Medical Image Segmentation. PRCV, 2022.
35. Kuo Wang , Yuxiang Nie , Chaowei Fang , Chengzhi Han , Xuewen Wu , Xiaohui Wang , Liang Lin , Fan Zhou , Guanbin Li . Double-Check Soft Teacher for Semi-Supervised Object Detection. IJCAI, 2022.
36. Chaowei Fang * , Liang Wang * , Dingwen Zhang , Jun Xu , Yixuan Yuan , Junwei Han . Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis. CVPR, 2022. PDF
37. Xinkai Zhao , Chaowei Fang † , De-Jun Fan , Xutao Lin , Feng Gao , Guanbin Li . Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation. ISBI, 2022. PDF
38. Chaowei Fang , Xue Li , Zhongyu Li , Licheng Jiao , Dingwen Zhang . Interactive Dual-Model Learning for Semi-supervised Medical Image Segmentation (in Chinese). ACTA AUTOMATICA SINICA, 2022.
39. Baolian Qi , Gangming Zhao , Xin Wei , Chaowei Fang , Zhiqiang Chen , Jinpeng Li . Weakly Supervised Disease Localization in Chest X-rays via Looking into Image Relations. BIBM, 2021. PDF
40. Chaowei Fang * , Haibin Tian * , Dingwen Zhang , Qiang Zhang , Jungong Han , Junwei Han . Densely Nested Top-Down Flows for Salient Object Detection. SCIS, 2021. PDF
41. Taiping Qu , Xiheng Wang , Chaowei Fang , Li Mao , Juan Li , Ping Li , Jinrong Qu , Xiuli Li , Huadan Xue , Yizhou Yu , Zhengyu Jin . M3Net: A Multi-scale Multi-view Framework for Multi-phase Pancreas Segmentation Based on Cross-phase Non-local Attention. MIA, 2021. PDF
42. Junkai Huang * , Chaowei Fang * , Weikai Chen , Zhenhua Chai , Xiaolin Wei , Pengxu Wei , Liang Lin , Guanbin Li . Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning. ICCV, 2021. PDF
43. Yiyang Huang , Xuefeng Liang , Chaowei Fang . CALLip: Lipreading using Contrastive and Attribute Learning. ACM MM, 2021. PDF
44. Gangming Zhao * , Chaowei Fang * , Guanbin Li , Licheng Jiao , Yizhou Yu . Contralaterally Enhanced Networks for Thoracic Disease Detection. TMI, 2021. PDF
45. Xinkai Zhao , Chaowei Fang † , Feng Gao , De-Jun FAN , Xutao Lin , Guanbin Li . Deep Transformers for Fast Small Intestine Grounding in Capsule Endoscope Video. ISBI, 2021. PDF
46. Dou Xu , Chang Cai , Chaowei Fang , Bin Kong , Jihua Zhu , Zhongyu Li . Graph Neural Networks for Unsupervised Domain Adaptation of Histopathological ImageAnalytics. ISBI, 2021. PDF
47. Feida Zhu , Chaowei Fang † , Kai-Kuang Ma . PNEN: Pyramid Non-Local Enhanced Networks. TIP, 2020. PDF
48. Jixin Wang , Sanping Zhou , Chaowei Fang , Le Wang , Jinjun Wang . Meta Corrupted Pixels Mining for Medical Image Segmentation. MICCAI, 2020. PDF
49. Zhongyu Li , Xiayue Fan , Zengyi Shang , Lina Zhang , Haotian Zhen , Chaowei Fang . Towards Computational Analytics of 3D Neuron Images using Deep Adversarial Learning. Neurocomputing, 2020. PDF
50. Chaowei Fang , Guanbin Li , Xiaoguang Han , Yizhou Yu . Self-Enhanced Convolutional Network for Facial Video Hallucination. TIP, 2019. PDF
51. Chaowei Fang , Guanbin Li , Chengwei Pan , Yiming Li , Yizhou Yu . Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation. MICCAI, 2019. PDF
52. Chaowei Fang , Zicheng Liao , Yizhou Yu . Piecewise Flat Embedding for Image Segmentation. TPAMI, 2019. PDF Code
53. Zhongyu Li * , Chaowei Fang * , Shaoting Zhang . Deep Feature Representation for The Computational Analytics of 3D Neuronal Morphology. ISBI, 2018. PDF
54. Wei Zhang , Chaowei Fang , Guanbin Li . Automatic Colorization with Improved Spatial Coherence and Boundary Localization. JCST, 2017. PDF
55. Yizhou Yu , Chaowei Fang , Zicheng Liao . Piecewise Flat Embedding for Image Segmentation. ICCV, 2015. PDF
56. Zhongyu Li , Jihua Zhu , Ke Lan , Chen Li , Chaowei Fang . Improved Techniques for Multi-view Registration with Motion Averaging. 3DV, 2014. PDF

Resources

Contact

  • 266 Xinglong Section of Xifeng Road, Xi'an, Shaanxi 710126