Welcome!

Hey, this is Xuehui Wang (王雪辉). I’m a PhD student of computer science at Shanghai Jiao Tong University, China, supervised by Prof.Wei Shen and this is my first year. I wanna spend more time exploring keys of artificial intelligience. Hope I can bring some solid works to the community of computer vision! I am a dog person. Labrador Retriever, Golden Retriever and Border Collie are my favorites. I wish I can have a cute dog after obtaining the PhD degree. I spend my free time on BiliBili, a video sharing platform like YouTube, and musics. I’m a hardcore fan of DaoYueShe(盗月社食遇记).

Recently, I am interested in these areas:

  • Instance Segmentation
  • Weakly/Self Supervised and Unsupervised Learning
  • Representation Learning

Education Experience

  • 2021/09 - now I am pursuing my PhD degree at Artificial Intelligience Institute, Shanghai Jiao Tong University (上海交通大学, SJTU), Shanghai, China. Supervisor: Prof. Wei Shen.

  • 2018/09 - 2021/06 I got my Master degree from School of Computer Science, Sun Yat-sen University (中山大学, SYSU), Guangzhou, China. Supervisor: Prof.Long Chen.

  • 2014/09 - 2018/06 I got my Bachelor degree from Schoor of Mechanical, Electrical & Information Engineering, Shandong University (山东大学, SDU), China, with great honor!

Research Experience


Recent News

  • [2022/07] Latest We release a comprehensive survey for label-efficient segmentation.
  • [2022/07] One collaborative paper about night image restoration has been accepted to ECCV 2022!
  • [2022/03] One collaborative paper about generative adversarial networks has been accepted to TMM (JCR Q1)!
  • [2022/03] One paper about instance segmentation has been accepted to CVPR 2022!
  • [2022/02] I begin my third internship at Huawei.
  • [2021/09] I start my PhD life!
  • [2021/06] I obtain my Master degree from SYSU.
  • [2021/05] One paper about superpixel has been accepted to ICIP 2021!
  • [2021/04] I begin my second internship at Tencent Youtu.
  • [2021/01] I will be a PhD student in Shanghai Jiao Tong University from the fall of 2021. My dream will come true!
- [2020/11] One paper about *legacy photo editing* has been accepted to **WACV 2021**! - [2020/09] One paper about *Super-Resolution* has been accepted to **ACCV 2020**, it's my first conference paper! - [2020/01] I join in Sensetime Research as a computer vision intern!

Selected Publications

ContrastMask: Contrastive Learning to Segment Every Thing.

Xuehui Wang, Kai Zhao, Ruixin Zhang, Shouhong Ding, Yan Wang, Wei Shen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
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@InProceedings{Wang_2022_CVPR_ContrastMask,
author = {Wang, Xuehui and Zhao, Kai and Zhang, Ruixin and Ding, Shouhong and Wang, Yan and Shen, Wei},
title = {ContrastMask: Contrastive Learning to Segment Every Thing},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2022},
pages = {11604-11613}
}

ChildPredictor: A Child Face Prediction Framework with Disentangled Learning.

Yuzhi Zhao, Lai-Man Po, Xuehui Wang, Qiong Yan, Wei Shen, et al.

IEEE Transactions on Multimedia (TMM), 2022.
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@Article{Zhao_2022_TMM_ChildPredictor,
title = {ChildPredictor: A Child Face Prediction Framework with Disentangled Learning},
author = {Zhao, Yuzhi and Po, Lai-Man and Wang, Xuehui and Yan, Qiong and Shen, Wei and Zhang, Yujia and Liu, Wei and Wong Chun-Kit and Pang, Chiu-Sing and Ou, Weifeng and Yu, Wing-Yin and Liu, Buhua},
journal = {IEEE Transactions on Multimedia (TMM)},
year = {2022}
}

D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration.

Yuzhi Zhao, Yongzhe Xu, Qiong Yan, Dingdong Yang, Xuehui Wang, and Lai-Man Po

European Conference on Computer Vision (ECCV), 2022.
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@InProceedings{Zhao_2022_ECCV_D2HNet,
author = {Yuzhi Zhao, Yongzhe Xu, Qiong Yan, Dingdong Yang, Xuehui Wang, and Lai-Man Po},
title = {D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration},
booktitle = {European Conference on Computer Vision (ECCV)},
month = {October},
year = {2022}
}

Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning.

Xuehui Wang, Qing Wang, Yuzhi Zhao, Junchi Yan, Lei Fan, Long Chen

Proceedings of the Asian Conference on Computer Vision (ACCV), 2020.
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@InProceedings{Wang_2020_ACCV_AAF,
author = {Xuehui Wang, Qing Wang, Yuzhi Zhao, Junchi Yan, Lei Fan, and Long Chen.},
title = {Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning},
booktitle = {Proceedings of the Asian Conference on Computer Vision (ACCV)},
month = {November},
year = {2020}
}

Academic Service

  • Conference Reviewer: ECCV’22, ACCV’22, ICIP’22, WACV’21,
  • Journal Reviewer: NeuroComputing, Signal Processing

Honors

  • National Encouragement Scholarship, 2015, 2016, 2017
  • Chinese University Students’ Star of Self-improvement(about 1462 in China), 2017
  • The NXP cup National University Students Intelligent Car Race, National Award for the second prize, 2017
  • Outstanding Graduate Student in Shandong Province, 2018
  • Excellent Student Cadre in Shandong Province, 2018
  • Person of the Year in Shandong University, 2017
  • And more!