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SimVP: Simpler yet Better Video Prediction



Zhangyang Gao , Cheng Tan , Lirong Wu , Stan Z. Li


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Hyperspherical Consistency Regularization



Cheng Tan , Zhangyang Gao , Lirong Wu , Siyuan Li , Stan Z. Li

* Accepted by CVPR 2022 

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Discovering the Representation Bottleneck of Graph Neural Networks from Multi-order Interactions



Fang Wu , Siyuan Li , Lirong Wu , Dragomir Radev , Qiang Zhang , Stan Z. Li


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STONet: A Neural-Operator-Driven Spatio-temporal Network



Haitao Lin , Guojiang Zhao , Lirong Wu , Stan Z. Li

* 9 pages 

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Decoupled Mixup for Data-efficient Learning



Zicheng Liu , Siyuan Li , Ge Wang , Cheng Tan , Lirong Wu , Stan Z. Li

* The first preprint version, 21 pages. The source code is available at https://github.com/Westlake-AI/openmixup 

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SemiRetro: Semi-template framework boosts deep retrosynthesis prediction



Zhangyang Gao , Cheng Tan , Lirong Wu , Stan Z. Li


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SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation



Jun Xia , Lirong Wu , Jintao Chen , Bozhen Hu , Stan Z. Li

* The Web Conference 2022 
* Accepted by The Web Conference 2022 (WWW 2022) 

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