About me

I’m a Ph.D. candidate at Caltech under the supervision of Pietro Perona. My research interests are finding semantic structure of an object and keypoint estimation.

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Publications

Multi-label Classification Models for the Prediction of Cross-Coupling Reaction Conditions, Journal of Chemical Information and Modeling (JCIM) 2021
Michael R. Maser*, Alexander Y. Cui*, Serim Ryou*, Travis J. DeLano, Yisong Yue and Sarah E. Reisman
[paper] [code]

Graph Neural Networks for the Prediction of Substrate-Specific Organic Reaction Conditions, ICML Workshop 2020 Graph Representation Learning and Beyond
Serim Ryou*, Michael R. Maser*, Alexander Y. Cui*, Travis J. DeLano, Yisong Yue and Sarah E. Reisman
[paper] [code]

Anchor Loss: Modulating loss scale based on prediction difficulty, ICCV 2019 Oral
Serim Ryou, Seong-Gyun Jeong, and Pietro Perona
[project]

Parsing Pose of People with Interaction, BMVC 2018
Serim Ryou and Pietro Perona
[project]