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HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an Alternative


Aug 09, 2022
Xiaomin Fang, Fan Wang, Lihang Liu, Jingzhou He, Dayong Lin, Yingfei Xiang, Xiaonan Zhang, Hua Wu, Hui Li, Le Song


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Graph Condensation via Receptive Field Distribution Matching


Jun 28, 2022
Mengyang Liu, Shanchuan Li, Xinshi Chen, Le Song


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Sparse Conditional Hidden Markov Model for Weakly Supervised Named Entity Recognition


Jun 07, 2022
Yinghao Li, Le Song, Chao Zhang

* 11 pages, 8 figures, 11 tables 

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PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning


Mar 18, 2022
Rongzhi Zhang, Yue Yu, Pranav Shetty, Le Song, Chao Zhang

* ACL 2022 
* ACL 2022 (Main Conference). Code: https://github.com/rz-zhang/PRBoost 

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Molecule Generation for Drug Design: a Graph Learning Perspective


Feb 18, 2022
Nianzu Yang, Huaijin Wu, Junchi Yan, Xiaoyong Pan, Ye Yuan, Le Song


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Learning Temporal Rules from Noisy Timeseries Data


Feb 11, 2022
Karan Samel, Zelin Zhao, Binghong Chen, Shuang Li, Dharmashankar Subramanian, Irfan Essa, Le Song

* 19 pages, 5 figures 

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Efficient Dynamic Graph Representation Learning at Scale


Dec 14, 2021
Xinshi Chen, Yan Zhu, Haowen Xu, Mengyang Liu, Liang Xiong, Muhan Zhang, Le Song


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Molecular Attributes Transfer from Non-Parallel Data


Nov 30, 2021
Shuangjia Zheng, Ying Song, Zhang Pan, Chengtao Li, Le Song, Yuedong Yang


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