About Me

I am a research fellow at Saw Swee Hock School of Public Health at National University of Singapore, with Prof. Mengling Feng. Previously, I defended my Ph.D. in College of Computing and Data Science, Nanyang Technological University in 2025. Prior to NTU, I received a B.S. in Software Engineering from Beihang University in 2020.

Research Interests

• Graph Representation Learning: graph classification, out-of-distribution generalization, expressiveness of GNNs
• Brain Network Analysis: fMRI, multi-modal brain networks, neurodegenerative disorders

My PhD thesis made some early attempts on these problems. I do believe these fields make invaluable contributions to the real world. Meanwhile, I am always open for collaborations and communications. If you are interested in working with me, please feel free to drop me an email.

News

• [Oct. 2025] Our paper about heterophilic graph is accept by WSDM 2026!
• [Sep. 2025] Our paper about multi-atlas brain network analysis is accept by IEEE JBHI!
• [Jun. 2025] One paper is accept by IEEE Transactions on Fuzzy Systems!
• [May. 2025] One paper is accept by KDD 2025!
• [May. 2025] Two papers are early accepted by MICCAI 2025!

Education

Nanyang Technological University (NTU)

College of Computing and Data Science

Ph.D. in Computer Science, [Oct 2021 - Feb 2025]

Supervised by Prof. Yiping Ke.

Thesis: Brain Network Analysis by Graph Representation Learning

Beihang University (BUAA)

School of Software

BS in Software Engineering, [Sep 2016 - Jun 2020]

Supervised by Prof. Jie Tang(Tsinghua University).

Selected Publications [Google Scholar] (* indicates equally contributions)

Services

Conference Reviewers

• International Conference on Machine Learning (ICML), 2025
• International Conference on Learning Representations (ICLR), 2025
• Conference on Neural Information Processing Systems (NeurIPS), 2024
• ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2025
• AAAI Conference on Artificial Intelligence (AAAI), 2024, 2025
• International Joint Conference on Artificial Intelligence (IJCAI), 2025
• The Web Conference (WWW), 2025
• ACM International Conference on Multimedia (MM), 2025
• International Conference on Artificial Intelligence and Statistics (AISTATS), 2025
• International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2025
• International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD), 2024
• European Conference on Artificial Intelligence (ECAI), 2025
• Learning on Graphs Conference (LOG), 2024

Journal Reviewers

• Artificial Intelligence, 2025
• IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
• Pattern Recognition, 2024， 2025
• Neural Networks, 2023 - 2025
• Engineering Applications of Artificial Intelligence (EAAI), 2022, 2024, 2025
• Journal of Big Data, 2025
• Memetic Computing (MEME), 2021

Experience

Teaching Experience

• School of Computer Science and Engineering, Nanyang Technological University

  Teaching Assistant of Undergraduate Final Year Project, Oct 2021 - Jul 2025

• School of Software, Beihang University

  Teaching Assistant of Practice of Programming, Aug 2018 - Sep 2018

Professional Experience

• Automatic Drive Group, SenseTime Group Limited.

  Research Intern, Sep 2020 – Jan 2021

• Knowledge Computing Group, Microsoft Research Asia (MSRA)

  Research Intern, advised by Börje Karlsson, Dec 2019 - Jun 2020

• Knowledge Engineering Group, Tsinghua University

  Research Intern, advised by Jie Tang, Jun 2018 - Jun 2020

• Computational Intelligence Lab, Nanyang Technological University

  Research Intern, advised by Yiping Ke, Jul 2019 - Sep 2019

• Big Data Mining Team, Microsoft Research Asia (MSRA)

  Research Intern, advised by Börje Karlsson, Mar 2019 - Jun 2019

Awards

• 2024 PREMIA Best Student Paper Honourable Mention Award
• 2019 Software College Innovation and Entrepreneurship Scholarship
• 2019 Software College Excellent Student Leader Award
• 2019 Yuanhang Undergraduate Summer Overseas Research Scholarship
• 2019 3rd Prize of the 29th Feng Ru Cup Science and Technology Competition
• 2018 Software College Innovation and Entrepreneurship Scholarship
• 2018 3rd Prize of the 28th Feng Ru Cup Science and Technology Competition
• 2017 Software College Excellent Student Leader Award

Miscellaneous

Aside from my curiosity about computer science and my study preoccupation, I am also a big fan of music and Weiqi. I would like to listen to the concert or watch Weiqi competition in my free time. If this involves sports, I favor swimming since it enhances my self-control and it is a benefit in my health insurance and spirit.

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