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BioNavi-NP: Biosynthesis Navigator for Natural Products


May 26, 2021
Shuangjia Zheng, Tao Zeng, Chengtao Li, Binghong Chen, Connor W. Coley, Yuedong Yang, Ruibo Wu

* 14 pages 

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


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

* Presented at ICML 2020 

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Retrosynthesis Prediction with Conditional Graph Logic Network


Jan 06, 2020
Hanjun Dai, Chengtao Li, Connor W. Coley, Bo Dai, Le Song

* NeurIPS 2019 

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Improving Sequential Determinantal Point Processes for Supervised Video Summarization


Oct 24, 2018
Aidean Sharghi, Ali Borji, Chengtao Li, Tianbao Yang, Boqing Gong


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Representation Learning on Graphs with Jumping Knowledge Networks


Jun 25, 2018
Keyulu Xu, Chengtao Li, Yonglong Tian, Tomohiro Sonobe, Ken-ichi Kawarabayashi, Stefanie Jegelka

* ICML 2018, accepted as a long oral presentation 

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Robust GANs against Dishonest Adversaries


Feb 27, 2018
Zhi Xu, Chengtao Li, Stefanie Jegelka


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Batched High-dimensional Bayesian Optimization via Structural Kernel Learning


Jan 06, 2018
Zi Wang, Chengtao Li, Stefanie Jegelka, Pushmeet Kohli

* Proceedings of the 34th International Conference on Machine Learning, Sydney, Australia, PMLR 70, 2017 

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Polynomial Time Algorithms for Dual Volume Sampling


Nov 16, 2017
Chengtao Li, Stefanie Jegelka, Suvrit Sra


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Distributional Adversarial Networks


Jul 09, 2017
Chengtao Li, David Alvarez-Melis, Keyulu Xu, Stefanie Jegelka, Suvrit Sra


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Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling


Jan 08, 2017
Chengtao Li, Stefanie Jegelka, Suvrit Sra

* The present version subsumes arXiv:1607.03559 

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Fast Sampling for Strongly Rayleigh Measures with Application to Determinantal Point Processes


Jul 13, 2016
Chengtao Li, Stefanie Jegelka, Suvrit Sra


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Gauss quadrature for matrix inverse forms with applications


May 28, 2016
Chengtao Li, Suvrit Sra, Stefanie Jegelka


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Fast DPP Sampling for Nyström with Application to Kernel Methods


May 28, 2016
Chengtao Li, Stefanie Jegelka, Suvrit Sra


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Efficient Sampling for k-Determinantal Point Processes


May 28, 2016
Chengtao Li, Stefanie Jegelka, Suvrit Sra


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