Search Results for author: Jiacheng You

Found 5 papers, 1 papers with code

EfficientZero V2: Mastering Discrete and Continuous Control with Limited Data

no code implementations1 Mar 2024 Shengjie Wang, Shaohuai Liu, Weirui Ye, Jiacheng You, Yang Gao

We have expanded the performance of EfficientZero to multiple domains, encompassing both continuous and discrete actions, as well as visual and low-dimensional inputs.

Continuous Control Reinforcement Learning (RL)

Overcoming the Barrier of Orbital-Free Density Functional Theory for Molecular Systems Using Deep Learning

no code implementations28 Sep 2023 He Zhang, Siyuan Liu, Jiacheng You, Chang Liu, Shuxin Zheng, Ziheng Lu, Tong Wang, Nanning Zheng, Bin Shao

Orbital-free density functional theory (OFDFT) is a quantum chemistry formulation that has a lower cost scaling than the prevailing Kohn-Sham DFT, which is increasingly desired for contemporary molecular research.

Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets

3 code implementations9 Mar 2022 Yu Shi, Shuxin Zheng, Guolin Ke, Yifei Shen, Jiacheng You, Jiyan He, Shengjie Luo, Chang Liu, Di He, Tie-Yan Liu

This technical note describes the recent updates of Graphormer, including architecture design modifications, and the adaption to 3D molecular dynamics simulation.

Benchmarking Graph Regression +1

An Empirical Study of Graphormer on Large-Scale Molecular Modeling Datasets

no code implementations28 Feb 2022 Yu Shi, Shuxin Zheng, Guolin Ke, Yifei Shen, Jiacheng You, Jiyan He, Shengjie Luo, Chang Liu, Di He, Tie-Yan Liu

This technical note describes the recent updates of Graphormer, including architecture design modifications, and the adaption to 3D molecular dynamics simulation.

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