Xiangyu Chen (陈翔宇)

Incoming Research Scientist @ TeleAI, China Telecom

Ph.D. from University of Macau & SIAT

chxy95@gmail.com
 Github  Google Scholar

Biography

I am about to join the Institute of Artificial Intelligence, China Telecom (TeleAI), Shanghai, as a Research Scientist. Previously, I pursued a joint Ph.D. program at University of Macau (UM) and the Shenzhen Institute of Advanced Technology (SIAT), Chinese Academy of Sciences, under the supervision of Prof. Jiantao Zhou and Prof. Chao Dong. During the doctoral study, I interned at Shanghai AI Laboratory and led research efforts in general low-level vision at OpenGVLab, working closely with Dr. Yihao Liu. I was also a member of XPixel Group, where I collaborated intensively with Dr. Xintao Wang. I received my B.E. degree and M.E. degree from Northwestern Polytechnical University in 2017 and 2020.

My research interests include Computer Vision and Large Multimodal Model. Current research topics include:

团队招聘上述方向实习生,尤其是视频理解和多模态大模型方向,感兴趣联系chxy95@gmail.com。

News

Experience

May 2022 - Nov 2024 Research Intern at Shanghai AI Laboratory, worked with Prof. Chao Dong and Prof. Yu Qiao.
Jun 2019 - Aug 2021 Research Assistant at MMLab@SIAT, worked with Prof. Chao Dong and Prof. Yu Qiao.
Aug 2018 - Jan 2019 Machine Vision Algorithm Engineer at a start-up company.

Selected Publications

Learning A Low-Level Vision Generalist via Visual Task Prompt

Xiangyu Chen, Yihao Liu, Yuandong Pu, Wenlong Zhang, Jiantao Zhou, Yu Qiao, Chao Dong

2024


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A Comparative Study of Image Restoration Networks for General Backbone Network Design

Xiangyu Chen*, Zheyuan Li*, Yuandong Pu*, Yihao Liu, Jiantao Zhou, Yu Qiao, Chao Dong

2024


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Unifying Image Processing as Visual Prompting Question Answering

Yihao Liu*, Xiangyu Chen*, Xianzheng Ma*, Xintao Wang, Jiantao Zhou, Yu Qiao, Chao Dong

2024


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SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution

Wenlong Zhang, Xiaohui Li, Xiangyu Chen, Yu Qiao, Xiao-Ming Wu, Chao Dong

Spotlight, 2023


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TGSR: Real-World Image Super-Resolution as Multi-Task Learning

Wenlong Zhang, Xiaohui Li, Guangyuan Shi, Xiangyu Chen, Xiaoyun Zhang, Yu Qiao, Xiao-Ming Wu, Chao Dong

2023


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DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models

Liangbin Xie*, Xintao Wang*, Xiangyu Chen*, Gen Li, Ying Shan, Jiantao Zhou, Chao Dong

2023


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HAT: Activating More Pixels in Image Super-Resolution Transformer

Xiangyu Chen, Xintao Wang, Jiantao Zhou, Yu Qiao, Chao Dong

2023


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TAPE: Task-Agnostic Prior Embedding for Image Restoration

Lin Liu, Lingxi Xie, Xiaopeng Zhang, Shanxin Yuan, Xiangyu Chen, Wengang Zhou, Houqiang Li, Qi Tian

2022


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BSRN: Blueprint Separable Residual Network for Efficient Image Super-Resolution

Zheyuan Li*, Yingqi Liu*, Xiangyu Chen, Haoming Cai, Jinjin Gu, Yu Qiao, Chao Dong

2022


Champion, NTIRE 2022 Challenges on Efficient Super-Resolution Model Complexity Track


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A New Journey From SDRTV to HDRTV

Xiangyu Chen*, Zhengwen Zhang*, Jimmy S. Ren, Lynhoo Tian, Yu Qiao, Chao Dong

2021


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HDRUNet: Single Image HDR Reconstruction with Denoising and Dequantization

Xiangyu Chen, Yihao Liu, Zhengwen Zhang, Yu Qiao, Chao Dong

2021


2nd place, NTIRE 2021 Challenges on High Dynamic Range Imaging Single Frame Track


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(* equal contribution, ✝ corresponding author.)

Professional Activities