3D Equivariant Diffusion for Target-Aware Molecule Generation and Affinity Prediction

2 code implementations • 6 Mar 2023 • Jiaqi Guan, Wesley Wei Qian, Xingang Peng, Yufeng Su, Jian Peng, Jianzhu Ma

Rich data and powerful machine learning models allow us to design drugs for a specific protein target \textit{in silico}.

Equivariant Point Cloud Analysis via Learning Orientations for Message Passing

1 code implementation • CVPR 2022 • Shitong Luo, Jiahan Li, Jiaqi Guan, Yufeng Su, Chaoran Cheng, Jian Peng, Jianzhu Ma

In this work, we propose a novel and simple framework to achieve equivariance for point cloud analysis based on the message passing (graph neural network) scheme.

Factorized Q-Learning for Large-Scale Multi-Agent Systems

no code implementations • 11 Sep 2018 • Yong Chen, Ming Zhou, Ying Wen, Yaodong Yang, Yufeng Su, Wei-Nan Zhang, Dell Zhang, Jun Wang, Han Liu

Deep Q-learning has achieved a significant success in single-agent decision making tasks.

Multiagent Systems