I joined Learning and Machine Perception (LAMP) team in 2019.10 (expected graduate in some point before 2023.10), as a Ph.D student advised by Dr. Joost van de Weijer in Computer Vision Center of Autonomous University of Barcelona, Spain. I received Master degree from the Huazhong University of Science and Technology, China in 2019, during my master study I once worked as research associate in Kyoto University, Japan. My research interest focuses on transfer learning and data efficient learning, where especially I work on source-free/continual/open-set/universal domain adaptation.
CV (updated May 2022)
Looking for research intern or visiting student position
News
[May. 2022] I will attend ICVSS 2022 summer school, see you in Sicily on July!
[Sep. 2021] Our paper 'Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation' is accepted by NeurIPS 2021. Arxiv and code are available now.
[Jul. 2021] Our paper 'Generalized Source-free Domain Adaptation' is accepted by ICCV 2021. Arxiv and code are available now.
[Jul. 2019] I accept the open position (PhD) in Computer Vision Center (CVC), UAB, under supervision of Dr. Joost van de Weijer and will start in this fall.
[Oct. 2018] Start working as a research associate in Kyoto University, on the topic of AI for art, working with Prof. Liang Zhao and Prof. Xuefeng Liang.
Local Prediction Aggregation: A Frustratingly Easy Source-free Domain Adaptation Method
Shiqi Yang, Yaxing Wang, Kai Wang, Joost van de Weijer, Shangling Jui
Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation
Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui
Annual Conference on Neural Information Processing Systems (NeurIPS) 2021 [project] [paper] [arXiv] [code] [video]
Generalized Source-free Domain Adaptation
Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui
International Conference on Computer Vision (ICCV) 2021 [project] [paper] [arXiv] [code] [video]
Research Experience
Oct. 2018~ Mar. 2019, Guest Research Associate in Kyoto University, Japan.
Academic Service
Conference Reviewer: NeurIPS 2022; ECCV 2022; ICML 2022; CVPR 2022; WACV 2021, 2022
Journal Reviewer: IEEE TKDE