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Yong Wu (吴勇)
Post-doc Fellow
Tongji University, China

About Me


I am working as a postdoc in the Robotics & Embodied AI Lab at Tongji University. I got my Ph.D degree from Shanghai University in 2022. During my Ph.D period, I was supervised by Prof. Zhi Liu. In 2021.07-2022.07, I studied at University of Manitoba supervised by Prof. Yang Wang as a visiting Ph.D student. I received my MSc from Shantou University in 2018, where I was supervised by Prof. Zemin Cai. Now, my mentor is Prof. Guang Chen, and our lab is also supervised by Prof. Changjun Jiang. My research interestes lie in Machine Learning, Meta Learning, Domain Adaptation, and some applications e.g., Image Classfication, Gaze Estimation, Point Cloud, Saliency Detection, etc.

Recent News


  • [06/2024] One paper "TTAGaze: Self-Supervised Test-Time Adaptation for Personalized Gaze Estimation" accepted by TCSVT 2024 (Q1).
  • [04/2024] One paper "ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimation" accepted by IJCAI 2024 (CCF-A).
  • [02/2024] One paper "MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection" accepted by CVPR 2024 (CCF-A), Congrats to Boyang!
  • [01/2023] TSKD accepted by WACV 2023.

Projects


TTAGaze: Self-Supervised Test-Time Adaptation for Personalized Gaze Estimation
Yong Wu, Guang Chen, Linwei Ye, Yuanning Jia, Zhi Liu, Yang Wang
TCSVT 2024 [Paper] [Code]
Journal paper
ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimation
Yong Wu, Yang Wang, Sanqing Qu, Zhijun Li, Guang Chen*
IJCAI 2024 [Paper] [Code]
Conference paper
MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection
Boyang Peng, Sanqing Qu, Yong Wu, Tianpei Zou, Lianghua He, Alois Knoll, Guang Chen*, Changjun Jiang
CVPR 2024 [Paper] [Code]
Conference paper
Exploring viewport features for semi-supervised saliency prediction in omnidirectional images
Mengke Huang, Gongyang Li*, Zhi Liu, Yong Wu, Chen Gong, Linchao Zhu, Yi Yang
IVC 2023 [Paper] [Code]
Journal paper
Few-Shot Learning of Compact Models via Task-Specific Meta Distillation
Yong Wu, Shekhor Chanda, Mehrdad Hosseinzadeh, Zhi Liu*, Yang Wang*
WACV 2023 [Paper] [Code]
Conference paper
Gaze Estimation via Modulation-Based Adaptive Network With Auxiliary Self-Learning
Yong Wu, Gongyang Li, Zhi Liu*, Mengke Huang, Yang Wang*
TCSVT 2022 [Paper] [Code]
Journal paper
Personal Fixations-Based Object Segmentation With Object Localization and Boundary Preservation
Gongyang Li, Zhi Liu*, Ran Shi, Zheng Hu, Weijie Wei, Yong Wu, Mengke Huang, Haibin Ling
TIP 2021 [Paper] [Code]
Journal paper
ATCC: Accurate Tracking by Criss-Cross Location Attention
Yong Wu, Zhi Liu*, Xiaofei Zhou, Linwen Ye, Yang Wang
IVC 2021 [Paper] [Code]
Journal paper
Saliency detection using adversarial learning networks
Yong Wu, Zhi Liu*, Xiaofei Zhou
JVCIR 2020 [Paper] [Code]
Journal paper

Services and Awards


  • Conference Reviewer for IEEE CVPR, ECCV, AAAI, IEEE WACV, ICRA, etc.
  • Journal Reviewer for IEEE TPAMI, IEEE TNNLS, IEEE TCSVT, Neurocomputing, SPL, Automotive Innovation, etc.
  • Program Committee Member for AAAI2024.
  • Marry with Ms Mao Xia (毛霞) on Oct. 22, 2022.
  • CSC Scholarship (2020) for studying at University of Manitoba in Canada.
  • Experiences


    Post-doc Fellow at Robotics & Embodied AI Lab , Tongji University, China
    2022.12-Present
    Visiting Ph. D student at University of Manitoba, Canada
    2021.7-2022.7

    Group