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Hongyu Guo

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Over-training with Mixup May Hurt Generalization

Mar 02, 2023
Zixuan Liu, Ziqiao Wang, Hongyu Guo, Yongyi Mao

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A Text-guided Protein Design Framework

Feb 09, 2023
Shengchao Liu, Yutao Zhu, Jiarui Lu, Zhao Xu, Weili Nie, Anthony Gitter, Chaowei Xiao, Jian Tang, Hongyu Guo, Anima Anandkumar

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Modeling driver's evasive behavior during safety-critical lane changes:Two-dimensional time-to-collision and deep reinforcement learning

Sep 29, 2022
Hongyu Guo, Kun Xie, Mehdi Keyvan-Ekbatani

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Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching

Jun 27, 2022
Shengchao Liu, Hongyu Guo, Jian Tang

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SoftEdge: Regularizing Graph Classification with Random Soft Edges

Apr 21, 2022
Hongyu Guo, Sun Sun

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Intrusion-Free Graph Mixup

Oct 18, 2021
Hongyu Guo, Yongyi Mao

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Pre-training Molecular Graph Representation with 3D Geometry

Oct 07, 2021
Shengchao Liu, Hanchen Wang, Weiyang Liu, Joan Lasenby, Hongyu Guo, Jian Tang

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Midpoint Regularization: from High Uncertainty Training to Conservative Classification

Jun 26, 2021
Hongyu Guo

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Symmetric Wasserstein Autoencoders

Jun 24, 2021
Sun Sun, Hongyu Guo

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Non-Autoregressive Electron Redistribution Modeling for Reaction Prediction

Jun 08, 2021
Hangrui Bi, Hengyi Wang, Chence Shi, Connor Coley, Jian Tang, Hongyu Guo

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