Yu Shi

Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning

Shuxin Zheng, Jiyan He, Chang Liu, Yu Shi, Ziheng Lu, Weitao Feng, Fusong Ju, Jiaxi Wang, Jianwei Zhu, Yaosen Min, He Zhang, Shidi Tang, Hongxia Hao, Peiran Jin, Chi Chen, Frank Noé, Haiguang Liu, Tie-Yan Liu

June 2023

Publication Video

Quantized Training of Gradient Boosting Decision Trees

Yu Shi, Guolin Ke, Zhuoming Chen, Shuxin Zheng, Tie-Yan Liu

2022 Neural Information Processing Systems | November 2022

Publication

Gradient Boosting With Piece-Wise Linear Regression Trees

Yu Shi, Jian Li, Zhize Li

2019 International Joint Conference on Artificial Intelligence | July 2019

Publication DOI

Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning

Shuxin Zheng, Jiyan He, Chang Liu, Yu Shi, Ziheng Lu, Weitao Feng, Fusong Ju, Jiaxi Wang, Jianwei Zhu, Yaosen Min, He Zhang, Shidi Tang, Hongxia Hao, Peiran Jin, Chi Chen, Frank Noé, Haiguang Liu, Tie-Yan Liu

June 2023

Publication Video

Quantized Training of Gradient Boosting Decision Trees

Yu Shi, Guolin Ke, Zhuoming Chen, Shuxin Zheng, Tie-Yan Liu

2022 Neural Information Processing Systems | November 2022

Publication

Gradient Boosting With Piece-Wise Linear Regression Trees

Yu Shi, Jian Li, Zhize Li

2019 International Joint Conference on Artificial Intelligence | July 2019

Publication DOI

Quantized Training of Gradient Boosting Decision Trees

Yu Shi, Guolin Ke, Zhuoming Chen, Shuxin Zheng, Tie-Yan Liu

2022 Neural Information Processing Systems | November 2022

Publication

Gradient Boosting With Piece-Wise Linear Regression Trees

Yu Shi, Jian Li, Zhize Li

2019 International Joint Conference on Artificial Intelligence | July 2019

Publication DOI

Towards Predicting Equilibrium Distributions for Molecular Systems with Deep Learning

Shuxin Zheng, Jiyan He, Chang Liu, Yu Shi, Ziheng Lu, Weitao Feng, Fusong Ju, Jiaxi Wang, Jianwei Zhu, Yaosen Min, He Zhang, Shidi Tang, Hongxia Hao, Peiran Jin, Chi Chen, Frank Noé, Haiguang Liu, Tie-Yan Liu

June 2023

Publication Video