About me

Welcome to my homepage! I am Junyilin Lin, currently a second-year Ph.D. student at the Institute of Statistics and Big Data, Renmin University of China, under the supervision of Dr. Cheng Meng and Dr. Kejun He. Prior to this, I received my B.S. degree from the School of Statistics and Data Science, Nankai University, where I was supervised by Prof. Yongdao Zhou.

My current research interests lie primarily in Optimal Transport, Generative Models, Data Efficiency and Multimodal alignment. Please feel free to contact me if you are interested in any of my research topics!

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Selected Papers

ICLR
An Efficient SE(p)-Invariant Transport Metric Driven by Polar Transport Discrepancy-based Representation
An Efficient SE(p)-Invariant Transport Metric Driven by Polar Transport Discrepancy-based Representation
Junyi Lin, Dunyao Xue, Jun Yu, Hongteng Xu, Cheng Meng
The Fourteenth International Conference on Learning Representations, 2026