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Generative De Novo Protein Design with Global Context


Apr 21, 2022
Cheng Tan, Zhangyang Gao, Jun Xia, Stan Z. Li


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AlphaDesign: A graph protein design method and benchmark on AlphaFoldDB


Feb 12, 2022
Zhangyang Gao, Cheng Tan, Stan Z. Li


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SemiRetro: Semi-template framework boosts deep retrosynthesis prediction


Feb 12, 2022
Zhangyang Gao, Cheng Tan, Lirong Wu, Stan Z. Li


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Target-aware Molecular Graph Generation


Feb 10, 2022
Cheng Tan, Zhangyang Gao, Stan Z. Li


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An Empirical Study: Extensive Deep Temporal Point Process


Oct 25, 2021
Haitao Lin, Cheng Tan, Lirong Wu, Zhangyang Gao, Stan. Z. Li

* 22 pages, 8 figures 

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Extensive Deep Temporal Point Process


Oct 19, 2021
Haitao Lin, Cheng Tan, Lirong Wu, Zhangyang Gao, Stan. Z. Li

* 21 pages 

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Git: Clustering Based on Graph of Intensity Topology


Oct 04, 2021
Zhangyang Gao, Haitao Lin, Cheng Tan, Lirong Wu, Stan. Z Li

* 7 pages of main text, 5 pages appendix, clustering method 

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GraphMixup: Improving Class-Imbalanced Node Classification on Graphs by Self-supervised Context Prediction


Jun 21, 2021
Lirong Wu, Haitao Lin, Zhangyang Gao, Cheng Tan, Stan. Z. Li


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Self-supervised on Graphs: Contrastive, Generative,or Predictive


May 24, 2021
Lirong Wu, Haitao Lin, Zhangyang Gao, Cheng Tan, Stan. Z. Li


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Conditional Local Filters with Explainers for Spatio-Temporal Forecasting


Jan 04, 2021
Haitao Lin, Zhangyang Gao, Lirong Wu, Stan. Z. Li


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LookHops: light multi-order convolution and pooling for graph classification


Dec 28, 2020
Zhangyang Gao, Haitao Lin, Stan. Z Li

* 9 pages, 5 figures 

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Clustering Based on Graph of Density Topology


Sep 24, 2020
Zhangyang Gao, Haitao Lin, Stan. Z Li


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