Shitong Luo

Tibet University — China

Biochemistry, Genetics and Molecular Biology · Life Sciences

15h-index1.6kcitations38works2.52yr avg
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Research Topics

Protein Structure and Dynamics(12), Computer Graphics and Visualization Techniques(9), 3D Shape Modeling and Analysis(9), Machine Learning in Materials Science(8), Computational Drug Discovery Methods(6)

Publications38 total

Learning Protein Structure Representation with Orientation-Aware Networks
Journal of Computational Biology·2025
Efficient and Programmable Exploration of Synthesizable Chemical Space
arXiv (Cornell University)·2025Open Access
Generative AI for navigating synthesizable chemical space
Proceedings of the National Academy of Sciences·2025· 5 citedOpen Access
Economic Comparison and Scheduling Optimization of Oxygen-Integrated Integrated Energy System
2025
Orientation-Aware Networks for Protein Structure Representation Learning
Lecture notes in computer science·2025
Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension
arXiv (Cornell University)·2024· 1 citedOpen Access
Generative Artificial Intelligence for Navigating Synthesizable Chemical Space
arXiv (Cornell University)·2024· 13 citedOpen Access
Projecting Molecules into Synthesizable Chemical Spaces
arXiv (Cornell University)·2024· 4 citedOpen Access
Full-Atom Peptide Design based on Multi-modal Flow Matching
arXiv (Cornell University)·2024· 2 citedOpen Access
Diffusion Probabilistic Models for 3D Point Cloud Generation
TIB Data Manager·2024Open Access
Mutational fitness landscape of human influenza H3N2 neuraminidase
Cell Reports·2023· 8 citedOpen Access
Rotamer Density Estimator is an Unsupervised Learner of the Effect of Mutations on Protein-Protein Interaction
2023· 23 citedOpen Access
Mutational fitness landscape of human influenza H3N2 neuraminidase
Biophysical Journal·2023
Mutational fitness landscape of human influenza H3N2 neuraminidase
Cell Reports·2023· 19 citedOpen Access
High-resolution <i>de novo</i> structure prediction from primary sequence
2022· 383 citedOpen Access
Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures
2022· 115 citedOpen Access
Equivariant Point Cloud Analysis via Learning Orientations for Message Passing
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 28 cited
Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets
arXiv (Cornell University)·2022· 76 citedOpen Access
Equivariant Point Cloud Analysis via Learning Orientations for Message Passing
arXiv (Cornell University)·2022· 3 citedOpen Access
A 3D Generative Model for Structure-Based Drug Design
arXiv (Cornell University)·2022· 7 citedOpen Access
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Frequent Co-authors

Jianzhu Ma(13), Jian Peng(9), Jiaqi Guan(7), Jiahan Li(7), Wei Hu(6), Yufeng Su(5), Jian Peng(5), Minkai Xu(5), Chaoran Cheng(5), Xiwen Zhang(4), Chence Shi(4), Jian Tang(4), Connor W. Coley(4), Yoshua Bengio(3), Ruipeng Lei(3), Andrea Hernandez Garcia(3), Timothy J.C. Tan(3), Qi Wen Teo(3), Yiquan Wang(3), Satish K. Nair(3)