Tong Wei's homepage

Tong Wei (魏通)

Associate Researcher (中文简介)
School of Computer Science and Engineering
Southeast University

I am in the PALM group.

Email: weit {AT} seu.edu.cn

Education

Ph. D., 2021.12, in Department of Computer Science and Technology, Nanjing University, China; Advisor: Prof. Yu-Feng Li.
B.S., 2016.06, in Department of Computer Science and Technology, Soochow University, China

Research

I am mainly interested in machine learning and data mining, especially when the data resources (size and distribution of training set, quality of labels and annotations, etc.) are limited. Deep learning with weak supervison is my current focus.

Learning with partial, incomplete, and noisy labels

Learning with label noise: Papers [C7], [C11]
Semi-supervised learning: Papers [C2], [J1], [C10]
Positive and unlabeled learning: Papers [J3], [W1]
Partial label learning: Papers [C9]

Dealing with imbalanced & long-tailed data distribution [Github Repo: Awesome Long-Tail Learning]

Long-tailed recognition: Papers [C8], [W2], [J4], [C10], [C13], [W4]
Extreme multi-label learning: Papers [C1], [C3], [C4], [C5], [C6], [J2], [J5]

Publications

Most of my papers are available for download in this Publications page.

Teaching

Machine Learning, for undergraduate students, Spring 2023/2024 [course page]
Machine Learning in Practice, for undergraduate students, Autumn 2023 [course page]

Students

Name	Starting	Graduated	Program	First job/Currently
Kai Kang（康凯）*	2021.09	in progress	Ms.C.	-
Zuo-Zheng Wang（王佐正）*	2021.09	in progress	Ms.C.	-
Hao-Tian Li（李浩天）*	2022.09	in progress	Ms.C.	-
Zhen Mao（毛振）*	2022.09	in progress	Ms.C.	-
Bo-Lin Wang（王博林）*	2022.09	in progress	Ms.C.	-
Li-Peng Zhang（张力鹏）	2022.09	in progress	Ms.C.	-
Kai Gan（甘凯）	2022.09	in progress	Ms.C.	-
Kuang He（何况）*	2022.09	in progress	Ms.C.	-
Han Zeng（曾晗）	2023.09	in progress	Ms.C.	-
Yi-Hao Cheng（程一浩）	2023.09	in progress	Ms.C.	-
Si-Yuan Fang（房思源）*	2023.09	in progress	Ms.C.	-
Zhi-Yuan Xu（许致远）	2023.09	in progress	Ms.C.	-
Ying Wu（吴颖）	2023.09	in progress	Ms.C.	-
Zi-Hao Zhou（周子淏）*	2023.09	in progress	Ms.C.	-

* co-advised with Prof. M.-L. Zhang

Services

SPC	IJCAI 2021; ACML 2021, 2022
PC	AAAI 2019, 2020, 2021, 2023, 2024; IJCAI 2019, 2020, 2022; NeurIPS 2020, 2021, 2022, 2023; ICML 2020, 2021, 2022, 2023; ICLR 2020, 2021, 2022, 2023, 2024
Journal Reviewer	TPAMI, TKDE, TKDD, AIJ, SCIENCE CHINA Information Sciences

Last updated: Oct. 04, 2023