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Brief Biography
I am a machine learning researcher with research interests in reliable machine learning and weakly supervised learning. I am currently a professor at College of Computer Science, Chongqing University, China and a visiting scientist at Imperfect Information Learning Team, RIKEN Center for Advanced Intelligence Project, Japan.
I received my Ph.D. degree from School of Computer Science and Engineering, Nanyang Technological University, Singapore, in 2021, supervised by Prof. Bo An.
I was a research intern at Imperfect Information Learning Team, RIKEN Center for Advanced Intelligence Project, supervised by Prof. Masashi Sugiyama and Dr. Gang Niu. Before my Ph.D. study, I received my B.E. degree from College of Computer and Information Science, Southwest University, China, in 2017.
Top News
[Jan 2023] One paper was accepted to AISTATS'23.
[Dec 2022] One paper was accepted to TKDE.
[Dec 2022] Invited to serve as a SPC for IJCAI'23.
[Nov 2022] Two papers were accepted by AAAI'23.
[Sep 2022] Three papers were accepted by NeurIPS'22.
[Aug 2022] One paper was accepted by TMLR.
[Jul 2022] We rank 1st in all the competition tasks in the 1st Learning and Mining with Noisy Labels Challenge at IJCAI-ECAI 2022.
[May 2022] One paper was accepted by KDD'22.
[May 2022] Two papers were accepted by ICML'22.
[Apr 2022] Received ICLR 2022 Outstanding Paper Honorable Mention.
[Apr 2022] One paper was accepted by IEEE Transactions on Neural Networks and Learning Systems.
[Jan 2022] Three papers were accepted by ICLR'22 (including one oral paper with acceptance rate 1.59%).
[Dec 2021] Two papers were accepted by AAAI'22.
[Sep 2021] Two papers were accepted by NeurIPS'21.
[Jul 2021] Invited to serve as a SPC for AAAI'22.
[Jul 2021] One paper was accepted by ICCV'21.
[Jul 2021] Received NTU SCSE Outstanding PhD Thesis Award Runner-Up (in the situation of early graduation).
[Jul 2021] Appointed as a Visiting Scientist at RIKEN AIP.
[May 2021] One paper was accepted by KDD'21.
[May 2021] Two papers were accepted by ICML'21.
[Apr 2021] One paper was accepted by IJCAI'21.
[Feb 2021] Invited to serve as an expert reviewer for ICML'21.
[Jan 2021] Invited to serve as a SPC for IJCAI'21.
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Research Appointments
Visiting Scientist (Jul 2021 - Present)
Imperfect Information Learning Team, RIKEN Center for Advanced Intelligent Project, Tokyo, Japan
Professor (Jan 2021 - Present)
College of Computer Science, Chongqing University, Chongqing, China
Research Assistant (Aug 2020 - Dec 2020)
Agent Mediated Intelligence Research Group, School of Computer Science and Engineering, Nanyang Technological University, Singapore
Supervised by Prof. Bo An
Research Intern (Oct 2019 - Jan 2020)
Imperfect Information Learning Team, RIKEN Center for Advanced Intelligent Project, Tokyo, Japan
Supervised by Prof. Masashi Sugiyama and Dr. Gang Niu
Education
Ph.D. in Computer Science. Nanyang Technological University, Singapore (Aug 2017 - Dec 2020)
Submitted thesis in Aug 2020, left NTU in Dec 2020, defended in Jan 2021, received degree in Feb 2021.
NTU SCSE Outstanding PhD Thesis Award Runner-Up (in the situation of early graduation). Supervised by Prof. Bo An.
B.E. in Computer Science. Southwest University, Chongqing, China (Sep 2013 - Jul 2017)
Outstanding Graduate of Southwest University.
Honors & Awards
[2022] 1st Place in the 1st Learning and Mining with Noisy Labels Challenge at IJCAI-ECAI 2022.
[2022] Forbes 30 Under 30 Asia.
[2022] ICLR 2022 Outstanding Paper Award Honorable Mention.
[2021] Forbes 30 Under 30 China.
[2021] NTU SCSE Outstanding PhD Thesis Award Runner-up (in the situation of early graduation).
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