中科大先研院研究生校内导师简历

傅雪阳 博士 / 特任教授

姓名 傅雪阳
学位/职称 博士 / 特任教授
所属单位 中国科学技术大学信息科学技术学院
办公室电话 0551-63607852
Email xyfu@ustc.edu.cn
教育背景
2016.12 – 2017.12   美国哥伦比亚大学,CSC联合培养博士

2014.09 – 2018.09   厦门大学,博士

2011.09 – 2014.06   厦门大学,硕士

2006.09 – 2010.07   集美大学,本科
研究领域
图像视频处理与分析、计算机视觉、人工智能

个人主页:https://xueyangfu.github.io/
任职经历
2025.01. – 至今           中国科学技术大学,特任教授

2023.04. – 2024.12.    中国科学技术大学,副教授

2018.12. – 2023.03.    中国科学技术大学,副研究员
获得荣誉、奖项
2024,CCF-A类国际会议CVPR,神经形态混合视觉解马赛克挑战赛,冠军

2024,CCF-A类国际会议CVPR,图像去雾挑战赛挑战赛,冠军

2024,CCF-A类国际会议CVPR,图像去阴影挑战赛,冠军

2022,CCF-B类国际会议ECCV,屏下摄像头图像复原挑战赛,冠军

2024,CCF-A类国际会议ACM Multimedia,无人机视觉匹配挑战赛,亚军

2020 - 2024,World's Top 2% Scientists(斯坦福全球前2%顶尖科学家榜单)

2024,中国模式识别与计算机视觉会议(PRCV),Best AC

2022、2023,Elsevier Highly Cited Chinese Researchers (爱思唯尔中国高被引学者榜单)

2021, IEEE Journal of Oceanic Engineering期刊杰出审稿人(Outstanding Reviewer)

2020,欧洲信号处理学会《Signal Processing》 期刊唯一最佳论文奖(排名1)

2020,福建省自然科学三等奖(排名2)

2019,吴文俊人工智能自然科学三等奖 (排名2)
主持、参与项目
主持了包括基金委优青、面上、青年、企业委托项目等多项科研项目,以项目骨干身份参与科技部科技创新2030-“新一代人工智能”重大项目、基金委联合重点项目等多项国家级科研项目。
论文、著作、成果
期刊:
[1]   Chengjie Ge, Xueyang Fu*, Kunyu Wang, Zheng-Jun Zha. "Event-based Video Reconstruction with Deep Spatial-Frequency Unfolding Network". IEEE T-IP, 2025. 

[2]	Xueyang Fu, Chengzhi Cao, Senyan Xu, Fanrui Zhang, Kunyu Wang, Zheng-Jun Zha. "Event-driven Heterogeneous Network for Video Deraining". IJCV, 2024. 

[3]	Kunyu Wang, Xueyang Fu, Chengjie Ge, Chengzhi Cao, Zheng-Jun Zha. "Towards Generalized UAV Object Detection: A Novel Perspective from Frequency Domain Disentanglement". IJCV, 2024. 

[4]	Xueyang Fu, Jie Xiao, Yurui Zhu, Aiping Liu, Feng Wu, Zheng-Jun Zha. "Continual Image De-raining with Hypergraph Convolutional Networks". IEEE T-PAMI, 2023. 

[5]	Jie Xiao, Xueyang Fu*, Aiping Liu, Feng Wu, Zheng-Jun Zha. "Image De-raining Transformer". IEEE T-PAMI, 2022.

[6]	YuKun Huang, Xueyang Fu*, Liang Li, Zheng-Jun Zha. "Learning Degradation-Invariant Representation for Robust Real-World Person Re-Identification". IJCV, 2022.

[7]	Xueyang Fu, Qi Qi, Zheng-Jun Zha, Xinghao Ding, Feng Wu, John Paisley. "Successive Graph Convolutional Network for Image De-raining". IJCV, 2021.

会议:
[1]    Kunyu Wang, Xueyang Fu*, Xin Lu, Chengjie Ge, Chengzhi Cao, Wei Zhai, Zheng-Jun Zha. "Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning". IEEE CVPR, 2025. 

[2]    Xin Lu, Jie Xiao, Yurui Zhu, Xueyang Fu*. "Continuous Adverse Weather Removal via Degradation-Aware Distillation". IEEE CVPR, 2025. 

[3]    Yidi Liu, Dong Li, Xueyang Fu*, Xin Lu, Jie Huang, Zheng-Jun Zha. "UHD-processer: Unified UHD Image Restoration with Progressive Frequency Learning and Degradation-aware Prompts". IEEE CVPR, 2025. 

[4]     Jie Xiao, Kai Zhu, ..., Xueyang Fu*, Zheng-Jun Zha. "CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models". ICML, 2024. 

[5]     Jie Xiao, ..., Xueyang Fu*, Kai Zhu, Yu Liu, Zheng-Jun Zha. "DreamClean: Restoring Clean Image Using Deep Diffusion Prior". ICLR, 2024. 

[6]     Jie Xiao, Xueyang Fu*, Yurui Zhu, Dong Li, Jie Huang, Kai Zhu, Zheng-Jun Zha. "HomoFormer: Homogenized Transformer for Image Shadow Removal". IEEE CVPR, 2024.

[7]     Zhijing Sun, Xueyang Fu, Longzhuo Huang, Aiping Liu, Zheng-Jun Zha. "Motion Aware Event Representation-driven Image Deblurring". ECCV, 2024.

[8]    Jie Xiao, Xueyang Fu*, Man Zhou, Hongjian Liu, Zheng-Jun Zha. "Random Shuffle Transformer for Image Restoration". ICML, 2023. 

[9]    Yurui Zhu, Jie Huang, Xueyang Fu*, Feng Zhao, Qibin Sun, Zheng-Jun Zha. "Bijective Mapping Network for Shadow Removal". IEEE CVPR, 2022. (Oral paper)

[10]	Jie Xiao, Xueyang Fu*, Feng Wu, Zheng-Jun Zha. "Stochastic Window Transformer for Image Restoration". NeurIPS, 2022. (Spotlight paper)

编辑:init 2025-03-21 18:35:40