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Dongsheng Li

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Your Autoregressive Generative Model Can be Better If You Treat It as an Energy-Based One

Jun 26, 2022
Yezhen Wang, Tong Che, Bo Li, Kaitao Song, Hengzhi Pei, Yoshua Bengio, Dongsheng Li

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Merak: An Efficient Distributed DNN Training Framework with Automated 3D Parallelism for Giant Foundation Models

Jun 21, 2022
Zhiquan Lai, Shengwei Li, Xudong Tang, Keshi Ge, Weijie Liu, Yabo Duan, Linbo Qiao, Dongsheng Li

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RendNet: Unified 2D/3D Recognizer With Latent Space Rendering

Jun 21, 2022
Ruoxi Shi, Xinyang Jiang, Caihua Shan, Yansen Wang, Dongsheng Li

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Bootstrapped Transformer for Offline Reinforcement Learning

Jun 17, 2022
Kerong Wang, Hanye Zhao, Xufang Luo, Kan Ren, Weinan Zhang, Dongsheng Li

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Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling

Jun 05, 2022
Kaitao Song, Yichong Leng, Xu Tan, Yicheng Zou, Tao Qin, Dongsheng Li

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Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble

May 19, 2022
Zhengyu Yang, Kan Ren, Xufang Luo, Minghuan Liu, Weiqing Liu, Jiang Bian, Weinan Zhang, Dongsheng Li

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Finding Global Homophily in Graph Neural Networks When Meeting Heterophily

May 15, 2022
Xiang Li, Renyu Zhu, Yao Cheng, Caihua Shan, Siqiang Luo, Dongsheng Li, Weining Qian

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Learning Convolutional Neural Networks in the Frequency Domain

Apr 28, 2022
Hengyue Pan, Yixin Chen, Xin Niu, Wenbo Zhou, Dongsheng Li

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