Shitong Luo

39 papers A* 17B 1Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning Protein Structure Representation with Orientation-Aware Networks.
J. Comput. Biol.
Jiahan Li, Shitong Luo, Congyue Deng, Chaoran Cheng, Jiaqi Guan, Leonidas J. Guibas, Jian Peng, Jianzhu Ma
2025 J jnl
Efficient and Programmable Exploration of Synthesizable Chemical Space.
CoRR
Shitong Luo, Connor W. Coley
2025 A* conf
Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension.
ICLR
Jiahan Li, Tong Chen, Shitong Luo, Chaoran Cheng, Jiaqi Guan, Ruihan Guo, Sheng Wang, Ge Liu, Jian Peng, Jianzhu Ma
2025 B conf
Orientation-Aware Networks for Protein Structure Representation Learning.
RECOMB
Jiahan Li, Shitong Luo, Congyue Deng, Chaoran Cheng, Jiaqi Guan, Leonidas J. Guibas, Jian Peng, Jianzhu Ma
2024 A* conf
Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework.
NeurIPS
Ruihan Guo, Rui Wang, Ruidong Wu, Zhizhou Ren, Jiahan Li, Shitong Luo, Zuofan Wu, Qiang Liu, Jian Peng, Jianzhu Ma
2024 A* conf
FAFE: Immune Complex Modeling with Geodesic Distance Loss on Noisy Group Frames.
ICML
Ruidong Wu, Ruihan Guo, Rui Wang, Shitong Luo, Yue Xu, Jiahan Li, Jianzhu Ma, Qiang Liu, Yunan Luo, Jian Peng
2024 J jnl
FAFE: Immune Complex Modeling with Geodesic Distance Loss on Noisy Group Frames.
CoRR
Ruidong Wu, Ruihan Guo, Rui Wang, Shitong Luo, Yue Xu, Jiahan Li, Jianzhu Ma, Qiang Liu, Yunan Luo, Jian Peng
2024 A* conf
Full-Atom Peptide Design based on Multi-modal Flow Matching.
ICML
Jiahan Li, Chaoran Cheng, Zuofan Wu, Ruihan Guo, Shitong Luo, Zhizhou Ren, Jian Peng, Jianzhu Ma
2024 J jnl
Full-Atom Peptide Design based on Multi-modal Flow Matching.
CoRR
Jiahan Li, Chaoran Cheng, Zuofan Wu, Ruihan Guo, Shitong Luo, Zhizhou Ren, Jian Peng, Jianzhu Ma
2024 J jnl
Generative Artificial Intelligence for Navigating Synthesizable Chemical Space.
CoRR
Wenhao Gao, Shitong Luo, Connor W. Coley
2024 J jnl
Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension.
CoRR
Jiahan Li, Tong Chen, Shitong Luo, Chaoran Cheng, Jiaqi Guan, Ruihan Guo, Sheng Wang, Ge Liu, Jian Peng, Jianzhu Ma
2024 A* conf
Projecting Molecules into Synthesizable Chemical Spaces.
ICML
Shitong Luo, Wenhao Gao, Zuofan Wu, Jian Peng, Connor W. Coley, Jianzhu Ma
2024 J jnl
Projecting Molecules into Synthesizable Chemical Spaces.
CoRR
Shitong Luo, Wenhao Gao, Zuofan Wu, Jian Peng, Connor W. Coley, Jianzhu Ma
2023 J jnl
Deep Point Set Resampling via Gradient Fields.
IEEE Trans. Pattern Anal. Mach. Intell.
Haolan Chen, Bi'an Du, Shitong Luo, Wei Hu
2023 A* conf
Rotamer Density Estimator is an Unsupervised Learner of the Effect of Mutations on Protein-Protein Interaction.
ICLR
Shitong Luo, Yufeng Su, Zuofan Wu, Chenpeng Su, Jian Peng, Jianzhu Ma
2022 J jnl
A 3D Molecule Generative Model for Structure-Based Drug Design.
CoRR
Shitong Luo, Jiaqi Guan, Jianzhu Ma, Jian Peng
2022 A* conf
Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures.
NeurIPS
Shitong Luo, Yufeng Su, Xingang Peng, Sheng Wang, Jian Peng, Jianzhu Ma
2022 J jnl
Directed Weight Neural Networks for Protein Structure Representation Learning.
CoRR
Jiahan Li, Shitong Luo, Congyue Deng, Chaoran Cheng, Jiaqi Guan, Leonidas J. Guibas, Jian Peng, Jianzhu Ma
2022 A* conf
Equivariant Point Cloud Analysis via Learning Orientations for Message Passing.
CVPR
Shitong Luo, Jiahan Li, Jiaqi Guan, Yufeng Su, Chaoran Cheng, Jian Peng, Jianzhu Ma
2022 J jnl
Equivariant Point Cloud Analysis via Learning Orientations for Message Passing.
CoRR
Shitong Luo, Jiahan Li, Jiaqi Guan, Yufeng Su, Chaoran Cheng, Jian Peng, Jianzhu Ma
2022 A* conf
Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets.
ICML
Xingang Peng, Shitong Luo, Jiaqi Guan, Qi Xie, Jian Peng, Jianzhu Ma
2022 J jnl
Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets.
CoRR
Xingang Peng, Shitong Luo, Jiaqi Guan, Qi Xie, Jian Peng, Jianzhu Ma
2021 A* conf
A 3D Generative Model for Structure-Based Drug Design.
NeurIPS
Shitong Luo, Jiaqi Guan, Jianzhu Ma, Jian Peng
2021 A* conf
An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming.
ICML
Minkai Xu, Wujie Wang, Shitong Luo, Chence Shi, Yoshua Bengio, Rafael Gómez-Bombarelli, Jian Tang
2021 J jnl
An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming.
CoRR
Minkai Xu, Wujie Wang, Shitong Luo, Chence Shi, Yoshua Bengio, Rafael Gómez-Bombarelli, Jian Tang
2021 J jnl
Deep Point Set Resampling via Gradient Fields.
CoRR
Haolan Chen, Bi'an Du, Shitong Luo, Wei Hu
2021 A* conf
Diffusion Probabilistic Models for 3D Point Cloud Generation.
CVPR
Shitong Luo, Wei Hu
2021 J jnl
Diffusion Probabilistic Models for 3D Point Cloud Generation.
CoRR
Shitong Luo, Wei Hu
2021 J jnl
EBM-Fold: Fully-Differentiable Protein Folding Powered by Energy-based Models.
CoRR
Jiaxiang Wu, Shitong Luo, Tao Shen, Haidong Lan, Sheng Wang, Junzhou Huang
2021 A* conf
Learning Gradient Fields for Molecular Conformation Generation.
ICML
Chence Shi, Shitong Luo, Minkai Xu, Jian Tang
2021 J jnl
Learning Gradient Fields for Molecular Conformation Generation.
CoRR
Chence Shi, Shitong Luo, Minkai Xu, Jian Tang
2021 A* conf
Learning Neural Generative Dynamics for Molecular Conformation Generation.
ICLR
Minkai Xu, Shitong Luo, Yoshua Bengio, Jian Peng, Jian Tang
2021 J jnl
Learning Neural Generative Dynamics for Molecular Conformation Generation.
CoRR
Minkai Xu, Shitong Luo, Yoshua Bengio, Jian Peng, Jian Tang
2021 A* conf
Predicting Molecular Conformation via Dynamic Graph Score Matching.
NeurIPS
Shitong Luo, Chence Shi, Minkai Xu, Jian Tang
2021 A* conf
Score-Based Point Cloud Denoising.
ICCV
Shitong Luo, Wei Hu
2021 J jnl
Score-Based Point Cloud Denoising.
CoRR
Shitong Luo, Wei Hu
2021 — conf
Unsupervised Learning of Geometric Sampling Invariant Representations for 3D Point Clouds.
ICCVW
Haolan Chen, Shitong Luo, Xiang Gao, Wei Hu
2020 A* conf
Differentiable Manifold Reconstruction for Point Cloud Denoising.
ACM Multimedia
Shitong Luo, Wei Hu
2020 J jnl
Differentiable Manifold Reconstruction for Point Cloud Denoising.
CoRR
Shitong Luo, Wei Hu