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Yan SUN

Researcher in Machine Learning

  • output-onlinepngtools (3)
  • Liknedin
  • GitHub

Hi, everyone! I am currently embarking on my first year as a Ph.D. student in Information Systems at the School of Computing, National University of Singapore (NUS), under the guidance of Professor Stanley Kok. Before this, I graduated with a Bachelor's degree from the Chinese University of Hong Kong, Shenzhen. 

My research interest lies in algorithms in Machine Learning and its application. Previously, I worked on topics of graph-level tasks, e.g. graph kernel, and anomaly detection. 

🏫 Education:

  • Ph.D. of Information Systems @ NUS (2023-present)

  • B.B.A of Financial Engineering @ CUHKSZ (2019-2023)

News

​🏆 November 14, 2024 | Google PhD Fellowship 2024 (Algorithms and Theory track)

🎉 October 1, 2024 | One paper was accepted to ICIS 2024.

🎉 January 16, 2023 | Two papers were accepted as splotlight at ICLR 2024. (Top-5%)

🎉 December 15, 2023 | My work was accepted by 34th Annual POMS Conference.

😄 August 14, 2023 | I embarked on my PhD journey at DISA, NUS.

🎓 May 19, 2023 | I graduated with a first-class bachelor's degree from CUHKSZ.

Contact

Publications

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Sun, Yan, and Jicong Fan. "MMD Graph Kernel: Effective Metric Learning for Graphs via Maximum Mean Discrepancy." The Twelfth International Conference on Learning Representations. 2024.

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