Shitong Luo

PhD student, Massachusetts Institute of Technology

Joined

July 2020

Names

Shitong Luo (Preferred)

Emails

****@pku.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@mit.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Massachusetts Institute of Technology (mit.edu)

2024 – Present

Undergrad student

Peking University (pku.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Generative AI for navigating synthesizable chemical space
Wenhao Gao, Shitong Luo, Connor W. Coley
- Proceedings of the National Academy of Sciences
- Readers: Everyone
Programmable Exploration of Synthesizable Chemical Space
Shitong Luo, Connor W. Coley
- Submitted to ICLR 2026
- Readers: Everyone
Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension
Jiahan Li, Tong Chen, Shitong Luo, Chaoran Cheng, Jiaqi Guan, Ruihan Guo, Sheng Wang, Ge Liu, Jian Peng, Jianzhu Ma
- ICLR 2025 Poster
- Readers: Everyone
Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework
Ruihan Guo, Rui Wang, Ruidong Wu, Zhizhou Ren, Jiahan Li, Shitong Luo, Zuofan Wu, qiang liu, Jian Peng, Jianzhu Ma
- NeurIPS 2024 poster
- Readers: Everyone
FAFE: Immune Complex Modeling with Geodesic Distance Loss on Noisy Group Frames
Ruidong Wu, Ruihan Guo, Rui Wang, Shitong Luo, Yue Xu, Jiahan Li, Jianzhu Ma, qiang liu, Yunan Luo, Jian Peng
- ICML 2024 Spotlight
- Readers: Everyone
Full-Atom Peptide Design based on Multi-modal Flow Matching
Jiahan Li, Chaoran Cheng, Zuofan Wu, Ruihan Guo, Shitong Luo, Zhizhou Ren, Jian Peng, Jianzhu Ma
- ICML 2024 Poster
- Readers: Everyone
Projecting Molecules into Synthesizable Chemical Spaces
Shitong Luo, Wenhao Gao, Zuofan Wu, Jian Peng, Connor W. Coley, Jianzhu Ma
- ICML 2024 Poster
- Readers: Everyone
Rotamer Density Estimator is an Unsupervised Learner of the Effect of Mutations on Protein-Protein Interaction
Shitong Luo, Yufeng Su, Zuofan Wu, Chenpeng Su, Jian Peng, Jianzhu Ma
- Crossref
- Readers: Everyone
Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures
Shitong Luo, Yufeng Su, Xingang Peng, Sheng Wang, Jian Peng, Jianzhu Ma
- Crossref
- Readers: Everyone
Orientation-Aware Graph Neural Networks for Protein Structure Representation Learning
Jiahan Li, Shitong Luo, Congyue Deng, Chaoran Cheng, Jiaqi Guan, Leonidas Guibas, Jianzhu Ma, Jian Peng
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

View all 30 publications

Co-Authors

View all 37 co-authors