Yunan Luo

Assistant Professor, Georgia Institute of Technology

Joined

June 2022

Names

Yunan Luo (Preferred)

Emails

****@gatech.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Georgia Institute of Technology (gatech.edu)

2022 – Present

PhD student

University of Illinois at Urbana-Champaign (illinois.edu)

2016 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Supervised biological network alignment with graph neural networks
Kerr Ding, Sheng Wang, Yunan Luo
- The 31st Annual Intelligent Systems For Molecular Biology (ISMB 2023)
- Readers: Everyone
Leveraging conformal prediction to annotate enzyme function space with limited false positives
Kerr Ding, Jiaqi Luo, Yunan Luo
- PLOS Computational Biology
- Readers: Everyone
Machine learning-guided co-optimization of fitness and diversity facilitates combinatorial library design in enzyme engineering
Kerr Ding, Michael Chin, Yunlong Zhao, Wei Huang, Binh Khanh Mai, Huanan Wang, Peng Liu, Yang Yang, Yunan Luo
- Nature Communications
- Readers: Everyone
Group Ligands Docking to Protein Pockets
Jiaqi Guan, Jiahan Li, Xiangxin Zhou, Xingang Peng, Sheng Wang, Yunan Luo, Jian Peng, Jianzhu Ma
- ICLR 2025 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
cancerAlign: Stratifying tumors by unsupervised alignment across cancer types
Bowen Gao, Yunan Luo, Jianzhu Ma, Sheng Wang
- 17 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
LinkerNet: Fragment Poses and Linker Co-Design with 3D Equivariant Diffusion
Jiaqi Guan, Xingang Peng, Peiqi Jiang, Yunan Luo, Jian Peng, Jianzhu Ma
- NeurIPS 2023 spotlight
- Readers: Everyone
Interpretable Geometric Deep Learning via Learnable Randomness Injection
Siqi Miao, Yunan Luo, Mia Liu, Pan Li
- Published: 21 Oct 2022, Last Modified: 08 Feb 2026
- AI4Science Poster
- Readers: Everyone
Interpretable Geometric Deep Learning via Learnable Randomness Injection
Siqi Miao, Yunan Luo, Mia Liu, Pan Li
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
ReaKE: Contrastive Molecular Representation Learning with Chemical Synthetic Knowledge Graph
Yi Wang, Shuangjia Zheng, Jiahua Rao, Yunan Luo, Yuedong Yang
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

View all 25 publications

Co-Authors

View all 62 co-authors