Tong Wei's homepage

Tong Wei (魏通)

Associate Professor (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 during training. My recent research focuses on the reliability of machine learning models at test time, including areas such as out-of-distribution (OOD) detection, large language model (LLM) hallucination detection, and LLM trustworthiness.

Training time robustness: Weakly-supervised learning

Semi-supervised learning: Papers [C2], [J1], [J4], [C10], [C15, [C18], [C22]
Learning with noisy labels: Papers [C7], [W2], [C11], [C21]
Positive and unlabeled learning: Papers [J3], [W1]
Partial label learning: Papers [C9]

Training time robustness: Long-tail learning [Github Repo: Awesome Long-Tail Learning]

Long-tailed image recognition: Papers [C8], [W2], [J4], [C10], [C13], [C16], [C17]
Extreme multi-label learning: Papers [C1], [C3], [C4], [C5], [C6], [J2], [J5]

Test time reliability

Out-of-distribution detection: Papers [C14], [C15]

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 2023/2024 [course page]
AI for Everyone, for undergraduate students, Autumn 2024 [course page]

Students

Name	Starting	Graduated	Program	First job/Currently
Kai Gan（甘凯）	2024.03/2022.09	in progress	Ph.D./Ms.C.	-
Bo Ye（叶波）*	2024.09	in progress	Ph.D.	-
Kai Kang（康凯）*	2021.09	2024.06	Ms.C.	Huawei (华为南研所)
Zuo-Zheng Wang（王佐正）*	2021.09	2024.06	Ms.C.	State Grid（国家电网北京）
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.	-
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.	-
Yi-Lin Zhang（张一琳）	2024.09	in progress	Ms.C.	-
Jun-Jie Wang（王俊杰）	2024.09	in progress	Ms.C.	-
Mao-Lin Luo（罗茂林）*	2024.09	in progress	Ms.C.	-
Bao-Xian Liu（刘宝贤）	2024.09	in progress	Ms.C.	-
Cheng Lv（吕成）*	2024.09	in progress	Ms.C.	-

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

Awards

2024年度江苏省优秀本科毕业论文 (Bo Ye) [source]
2024第四届计图人工智能挑战赛二等奖 (Mao-Lin Luo, Kai Gan) [source]
2023-2024年度美团科研合作卓越实践奖 [source]
2022首届粤港澳大湾区（黄埔）国际算法算例大赛三等奖 (Kai Kang) [source]
亚太国际数据挖掘会议最佳论文奖 PAKDD 2022 Best Paper Award [source]

Services

Area chair	ICML 2025; IJCAI 2025
SPC	IJCAI 2021; ACML 2021/2022
PC	AAAI 2019/2020/2021/2023/2024/2025; IJCAI 2019/2020/2022; NeurIPS 2020/2021/2022/2023/2024; ICML 2020/2021/2022/2023/2024; ICLR 2020/2021/2022/2023/2024/2025
Journal Reviewer	TPAMI, TKDE, TKDD, AIJ, SCIENCE CHINA Information Sciences

Last updated: Dec. 13, 2024