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Split Time Series into Patches: Rethinking Long-term Series Forecasting with Dateformer


Jul 12, 2022
Julong Young, Huiqiang Wang, Junhui Chen, Feihu Huang, Jian Peng


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Is Self-Supervised Learning More Robust Than Supervised Learning?


Jun 10, 2022
Yuanyi Zhong, Haoran Tang, Junkun Chen, Jian Peng, Yu-Xiong Wang


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Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets


May 15, 2022
Xingang Peng, Shitong Luo, Jiaqi Guan, Qi Xie, Jian Peng, Jianzhu Ma

* ICML 2022 accepted 

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Imitation Learning from Observations under Transition Model Disparity


Apr 25, 2022
Tanmay Gangwani, Yuan Zhou, Jian Peng

* ICLR 2022 camera-ready 

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Equivariant Point Cloud Analysis via Learning Orientations for Message Passing


Mar 28, 2022
Shitong Luo, Jiahan Li, Jiaqi Guan, Yufeng Su, Chaoran Cheng, Jian Peng, Jianzhu Ma

* Accepted to CVPR 2022 

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A 3D Molecule Generative Model for Structure-Based Drug Design


Mar 20, 2022
Shitong Luo, Jiaqi Guan, Jianzhu Ma, Jian Peng

* Accepted to NeurIPS 2021 

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FastFold: Reducing AlphaFold Training Time from 11 Days to 67 Hours


Mar 04, 2022
Shenggan Cheng, Ruidong Wu, Zhongming Yu, Binrui Li, Xiwen Zhang, Jian Peng, Yang You


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Directed Weight Neural Networks for Protein Structure Representation Learning


Jan 28, 2022
Jiahan Li, Shitong Luo, Congyue Deng, Chaoran Cheng, Jiaqi Guan, Leonidas Guibas, Jian Peng, Jianzhu Ma


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Overcome Anterograde Forgetting with Cycled Memory Networks


Dec 04, 2021
Jian Peng, Dingqi Ye, Bo Tang, Yinjie Lei, Yu Liu, Haifeng Li

* 14 pages, 15 figures 

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Learning Long-Term Reward Redistribution via Randomized Return Decomposition


Nov 26, 2021
Zhizhou Ren, Ruihan Guo, Yuan Zhou, Jian Peng


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