I joined Learning and Machine Perception (LAMP) team in 2019.10 (expected graduate at some point before 2023.10), as a PhD student advised by Dr. Joost van de Weijer in Computer Vision Center, 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 how to efficiently adapt the pretrained model to real world environment under domain and category shift, where especially I work on source-free/continual/open-set/universal domain adaptation.
CV (updated Jun 2022)
Flexibly open to research intern in 2023
News
[Jun. 2022] I will stay in Tokyo for a while later this year, for an intern program of Preferred Networks working with Dr. Masanori Koyama and Prof. Kenji Fukumizu.
[Jun. 2022] I will be in multiple places in Italy in July: Sicily for ICVSS summer school,
Florencefor a talk toMICClab(thanks to the strike..), Milan for the AI Symposium.[Sep. 2021] Our paper 'Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation' is accepted by NeurIPS 2021.
[Jul. 2021] Our paper 'Generalized Source-free Domain Adaptation' is accepted by ICCV 2021.
[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.
One Ring to Bring Them All: Towards Open-Set Recognition under Domain Shift
Shiqi Yang, Yaxing Wang, Kai Wang, Shangling Jui, Joost van de Weijer
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation
Shiqi Yang, Yaxing Wang, Kai Wang, Shangling Jui, Joost van de Weijer
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.
Invited Talks
AI Time Seminar on NeurIPS 2021 (Virtual), 2022.2
Academic Service
Conference Reviewer: NeurIPS 2022; ECCV 2022; ICML 2022; CVPR 2022; WACV 2021, 2022
Journal Reviewer: IEEE TKDE