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MoleculeKit: Machine Learning Methods for Molecular Property Prediction and Drug Discovery


Dec 02, 2020
Zhengyang Wang, Meng Liu, Youzhi Luo, Zhao Xu, Yaochen Xie, Limei Wang, Lei Cai, Shuiwang Ji

* Supplementary Material: https://documentcloud.adobe.com/link/track?uri=urn:aaid:scds:US:d0ca85d1-c6f9-428b-ae2b-c3bf3257196d 

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Deep Low-Shot Learning for Biological Image Classification and Visualization from Limited Training Samples


Oct 20, 2020
Lei Cai, Zhengyang Wang, Rob Kulathinal, Sudhir Kumar, Shuiwang Ji


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Line Graph Neural Networks for Link Prediction


Oct 20, 2020
Lei Cai, Jundong Li, Jie Wang, Shuiwang Ji


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Structural Plan of Indoor Scenes with Personalized Preferences


Aug 05, 2020
Xinhan Di, Pengqian Yu, Hong Zhu, Lei Cai, Qiuyan Sheng, Changyu Sun

* Accepted by the 8th International Workshop on Assistive Computer Vision and Robotics (ACVR) in Conjunction with ECCV 2020 

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Deep Learning of High-Order Interactions for Protein Interface Prediction


Jul 18, 2020
Yi Liu, Hao Yuan, Lei Cai, Shuiwang Ji

* 10 pages, 3 figures, 4 tables. KDD2020 

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Adversarial Model for Rotated Indoor Scenes Planning


Jul 07, 2020
Xinhan Di, Pengqian Yu, Hong Zhu, Lei Cai, Qiuyan Sheng, Changyu Sun


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Towards Adversarial Planning for Indoor Scenes with Rotation


Jun 24, 2020
Xinhan Di, Pengqian Yu, Hong Zhu, Lei Cai, Qiuyan Sheng, Changyu Sun

* submit to conference 

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Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs


May 25, 2020
Lei Cai, Zhengzhang Chen, Chen Luo, Jiaping Gui, Jingchao Ni, Ding Li, Haifeng Chen


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Dense Transformer Networks


Jun 08, 2017
Jun Li, Yongjun Chen, Lei Cai, Ian Davidson, Shuiwang Ji


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Multi-Stage Variational Auto-Encoders for Coarse-to-Fine Image Generation


May 19, 2017
Lei Cai, Hongyang Gao, Shuiwang Ji


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