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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

* Accepted to ECML-PKDD 2021. arXiv admin note: substantial text overlap with arXiv:2012.01559 

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Symmetric Wasserstein Autoencoders


Jun 24, 2021
Sun Sun, Hongyu Guo

* Accepted by UAI2021 

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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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Self-supervised Graph-level Representation Learning with Local and Global Structure


Jun 08, 2021
Minghao Xu, Hang Wang, Bingbing Ni, Hongyu Guo, Jian Tang

* Accepted as Short Talk at International Conference on Machine Learning (ICML), 2021 

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Regularization via Adaptive Pairwise Label Smoothing


Dec 02, 2020
Hongyu Guo


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