Shitong Luo

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 29

Top Topics

Unsupervised Learning

Invariant Representations

Protein Structure

Top Venues

Publications

Shitong Luo, Wenhao Gao, Zuofan Wu, Jian Peng, Connor W. Coley, Jianzhu Ma
Projecting Molecules into Synthesizable Chemical Spaces. CoRR (2024)
Ruidong Wu, Ruihan Guo, Rui Wang, Shitong Luo, Yue Xu, Jiahan Li, Jianzhu Ma, Qiang Liu, Yunan Luo, Jian Peng
FAFE: Immune Complex Modeling with Geodesic Distance Loss on Noisy Group Frames. CoRR (2024)
Jiahan Li, Chaoran Cheng, Zuofan Wu, Ruihan Guo, Shitong Luo, Zhizhou Ren, Jian Peng, Jianzhu Ma
Full-Atom Peptide Design based on Multi-modal Flow Matching. CoRR (2024)
Haolan Chen, Bi'an Du, Shitong Luo, Wei Hu
Deep Point Set Resampling via Gradient Fields. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Shitong Luo, Yufeng Su, Zuofan Wu, Chenpeng Su, Jian Peng, Jianzhu Ma
Rotamer Density Estimator is an Unsupervised Learner of the Effect of Mutations on Protein-Protein Interaction. ICLR (2023)
Shitong Luo, Jiahan Li, Jiaqi Guan, Yufeng Su, Chaoran Cheng, Jian Peng, Jianzhu Ma
Equivariant Point Cloud Analysis via Learning Orientations for Message Passing. CVPR (2022)
Xingang Peng, Shitong Luo, Jiaqi Guan, Qi Xie, Jian Peng, Jianzhu Ma
Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets. ICML (2022)
Shitong Luo, Jiahan Li, Jiaqi Guan, Yufeng Su, Chaoran Cheng, Jian Peng, Jianzhu Ma
Equivariant Point Cloud Analysis via Learning Orientations for Message Passing. CoRR (2022)
Jiahan Li, Shitong Luo, Congyue Deng, Chaoran Cheng, Jiaqi Guan, Leonidas J. Guibas, Jian Peng, Jianzhu Ma
Directed Weight Neural Networks for Protein Structure Representation Learning. CoRR (2022)
Shitong Luo, Jiaqi Guan, Jianzhu Ma, Jian Peng
A 3D Molecule Generative Model for Structure-Based Drug Design. CoRR (2022)
Shitong Luo, Yufeng Su, Xingang Peng, Sheng Wang, Jian Peng, Jianzhu Ma
Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures. NeurIPS (2022)
Xingang Peng, Shitong Luo, Jiaqi Guan, Qi Xie, Jian Peng, Jianzhu Ma
Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets. CoRR (2022)
Haolan Chen, Shitong Luo, Xiang Gao, Wei Hu
Unsupervised Learning of Geometric Sampling Invariant Representations for 3D Point Clouds. ICCVW (2021)
Shitong Luo, Wei Hu
Score-Based Point Cloud Denoising. ICCV (2021)
Shitong Luo, Wei Hu
Diffusion Probabilistic Models for 3D Point Cloud Generation. CVPR (2021)
Shitong Luo, Chence Shi, Minkai Xu, Jian Tang
Predicting Molecular Conformation via Dynamic Graph Score Matching. NeurIPS (2021)
Shitong Luo, Jiaqi Guan, Jianzhu Ma, Jian Peng
A 3D Generative Model for Structure-Based Drug Design. NeurIPS (2021)
Minkai Xu, Wujie Wang, Shitong Luo, Chence Shi, Yoshua Bengio, Rafael Gómez-Bombarelli, Jian Tang
An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming. ICML (2021)
Chence Shi, Shitong Luo, Minkai Xu, Jian Tang
Learning Gradient Fields for Molecular Conformation Generation. ICML (2021)
Shitong Luo, Wei Hu
Score-Based Point Cloud Denoising. CoRR (2021)
Minkai Xu, Shitong Luo, Yoshua Bengio, Jian Peng, Jian Tang
Learning Neural Generative Dynamics for Molecular Conformation Generation. CoRR (2021)
Shitong Luo, Wei Hu
Diffusion Probabilistic Models for 3D Point Cloud Generation. CoRR (2021)
Minkai Xu, Wujie Wang, Shitong Luo, Chence Shi, Yoshua Bengio, Rafael Gómez-Bombarelli, Jian Tang
An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming. CoRR (2021)
Jiaxiang Wu, Shitong Luo, Tao Shen, Haidong Lan, Sheng Wang, Junzhou Huang
EBM-Fold: Fully-Differentiable Protein Folding Powered by Energy-based Models. CoRR (2021)
Chence Shi, Shitong Luo, Minkai Xu, Jian Tang
Learning Gradient Fields for Molecular Conformation Generation. CoRR (2021)
Minkai Xu, Shitong Luo, Yoshua Bengio, Jian Peng, Jian Tang
Learning Neural Generative Dynamics for Molecular Conformation Generation. ICLR (2021)
Haolan Chen, Bi'an Du, Shitong Luo, Wei Hu
Deep Point Set Resampling via Gradient Fields. CoRR (2021)
Shitong Luo, Wei Hu
Differentiable Manifold Reconstruction for Point Cloud Denoising. ACM Multimedia (2020)
Shitong Luo, Wei Hu
Differentiable Manifold Reconstruction for Point Cloud Denoising. CoRR (2020)