- Assistant Professor, Computer Science & Engineering
- Phone: 979-862-4387
- Email: yimeng.min@tamu.edu
- Office: PETR 218
- Website: Personal Website
Educational Background
- Ph.D., Computer Science, Cornell University – 2026
- M.A.Sc., Electrical and Computer Engineering, University of Toronto – 2019
- B.S., Physics, Nanjing University – 2017
Research Interests
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- Artificial intelligence for science
- Computational sustainability
- Generative models
- Geometric deep learning
Awards & Honors
- Conference on Neural Information Processing Systems (NeurIPS) Scholar Award – 2022
- Ted Rogers Scholarship, University of Toronto – 2018
- Candidate for Student of the Year, Nanjing University – 2017
Selected Publications
- Min, Y. and Gomes, C.P. 2025. “Structure as Search: Unsupervised Permutation Learning for Combinatorial Optimization.” Graph Machine Learning Workshop at NeurIPS.
- Min, Y., Bai, Y., and Gomes, C.P. 2023. “Unsupervised Learning for Solving the Travelling Salesman Problem.” NeurIPS.
- Liu, S.C., Dai, C.M., Min, Y., Hou, Y., Proppe, A.H. et al. 2021. “An Antibonding Valence Band Maximum Enables Defect-Tolerant and Stable GeSe Photovoltaics.” Nature Communications.
- Zhong, M., Tran, K., Min, Y., Wang, C. et al. 2020. “Accelerated Discovery of CO₂ Electrocatalysts Using Active Machine Learning.” Nature.
- Min, Y., Mukkavilli, S.K., Bengio, Y. 2019. “Predicting Ice Flow Using Machine Learning.” NeurIPS 2019 Workshop: Tackling Climate Change with Machine Learning.