Personal Profile

Dr. Zou Yixiong, now is a lecturer and supervisor of master’s candidates in Huazhong University of Science and Technology. He received his bachelor’s degree from the School of Software in Nankai University in June 2016, and doctor’s degree from the School of Electronics Engineering and Computer Science (now as School of Computer Science and Technology) in Peking University in January 2022. He had an academic visit to Carnegie Mellon University in the United States from September 2019 to September 2020. A project supported by the National Natural Science Foundation of China is proceeding with Dr. Zou as the leader. And he has over 10 articles published on top journals or conferences. He is awarded in 2022 with the ACM China-Bejing Doctoral Dissertation Award. Currently, he mainly focuses on Few Shot Learning, Representation Learning, Open World Recognition and Computer Vision.

Academic Degrees

2019.9-2020.9

Carnegie Mellon University  Computer Applications Technology  academic visitor

2016.9-2022.1

Peking University  Computer Applications Technology  Postgraduate (Doctoral)

2012.9-2016.6

Nankai University    software engineering  Undergraduate

Professional Experience

2022.3~Now

Huazhong University of Science and Technology  school of Computer Science and Technology  lecturer

Courses Taught

Awards and Honors

Selected Projects Funded

Selected Publications

[1] Yixiong Zou,Shanghang Zhang,Yuhua Li.Ruixuan Li.Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation.Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS 2022),

[2] Yixiong Zou,Shanghang Zhang,Ke Chen,Yonghong Tian,Yaowei Wang,José M. F. Moura.Compositional Few-Shot Recognition with Primitive Discovery and Enhancing.ACM International Conference on Multimedia (MM 20, Oral),

[3] Yixiong Zou,Shanghang Zhang,Jianpeng Yu.Yonghong Tian,José M. F. Moura.Revisiting Mid-Level Patterns for Cross-Domain Few-Shot Recognition.ACM International Conference on Multimedia (MM 21),

[4] Yixiong Zou,Shanghang Zhang,Guangyao Chen,Yonghong Tian,Kurt Keutzer,José M. F. Moura.Annotation-Efficient Untrimmed Video Action Recognition.ACM International Conference on Multimedia (MM 21),

[5] Yixiong Zou,Yemin Shi,Daochen Shi,Yaowei Wang,Yongsheng Liang.Yonghong Tian.Adaptation-Oriented Feature Projection for One-shot Action Recognition.IEEE Transactions on Multimedia (2020),(12):3166-3179

[6] Yixiong Zou,Yemin Shi,Yaowei Wang,Yu Shu,Qingsheng Yuan.Yonghong Tian.Hierarchical Temporal Memory Enhanced One-Shot Distance Learning for Action Recognition.IEEE International Conference on Multimedia and Expo,

Professional Affiliations

Research Group

Laboratory of Intelligent and Distributed Computing, Huazhong University of Science and Technology

Enrollment Information

Personal Homepage

Web: http://faculty.hust.edu.cn/zouyixiong/en/index.htm