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Le Song

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A Biased Graph Neural Network Sampler with Near-Optimal Regret

Mar 01, 2021
Qingru Zhang, David Wipf, Quan Gan, Le Song

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Polymers for Extreme Conditions Designed Using Syntax-Directed Variational Autoencoders

Nov 04, 2020
Rohit Batra, Hanjun Dai, Tran Doan Huan, Lihua Chen, Chiho Kim, Will R. Gutekunst, Le Song, Rampi Ramprasad

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DDRQA: Dynamic Document Reranking for Open-domain Multi-hop Question Answering

Sep 16, 2020
Yuyu Zhang, Ping Nie, Arun Ramamurthy, Le Song

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Question Directed Graph Attention Network for Numerical Reasoning over Text

Sep 16, 2020
Kunlong Chen, Weidi Xu, Xingyi Cheng, Zou Xiaochuan, Yuyu Zhang, Le Song, Taifeng Wang, Yuan Qi, Wei Chu

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Retro*: Learning Retrosynthetic Planning with Neural Guided A* Search

Jun 29, 2020
Binghong Chen, Chengtao Li, Hanjun Dai, Le Song

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Understanding Deep Architectures with Reasoning Layer

Jun 24, 2020
Xinshi Chen, Yufei Zhang, Christoph Reisinger, Le Song

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Bandit Samplers for Training Graph Neural Networks

Jun 11, 2020
Ziqi Liu, Zhengwei Wu, Zhiqiang Zhang, Jun Zhou, Shuang Yang, Le Song, Yuan Qi

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Learning to Stop While Learning to Predict

Jun 09, 2020
Xinshi Chen, Hanjun Dai, Yu Li, Xin Gao, Le Song

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Intention Propagation for Multi-agent Reinforcement Learning

Apr 19, 2020
Chao Qu, Hui Li, Chang Liu, Junwu Xiong, James Zhang, Wei Chu, Yuan Qi, Le Song

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Orthogonal Over-Parameterized Training

Apr 09, 2020
Weiyang Liu, Rongmei Lin, Zhen Liu, James M. Rehg, Li Xiong, Le Song

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