Scholar
Ruihan Guo
Google Scholar ID: ipPtXr4AAAAJ
UIUC
Citations & Impact
Citations
90
H-index
3
i10-index
2
Publications
10
Co-authors
17
list available
Publications
Resume (English only)
Academic Achievements
- Selected Publications: 'All-Atom Peptide Design by Mimicking Binding Interface' submitted to Nature Methods, under review (2024); 'Enhancing Protein Mutation Effect Prediction through a Retrieval-Augmented Framework' NeurIPS 2024. Honors & Awards: Gold Medal, ACM-ICPC Asia-East Continent Final (Nov. 2018); Champion, ACM-ICPC Asia Regional Contest, Hong Kong Site (Nov. 2018); Gold Medal, ACM-ICPC Asia Regional Contest, Nanjing Site (Oct. 2018); Gold Medal, China Collegiate Programming Contest, Qinhuangdao Site (Sept. 2018)
Research Experience
- Helixon Inc., Research Scientist (Sept. 2022 - Present); University of Illinois Urbana-Champaign, Research Intern (Sept. 2021 - Aug. 2022); Shanghai Jiao Tong University AEPX lab, Research Intern (Jul. 2020 - Apr. 2021)
Education
- Shanghai Jiao Tong University, B.E. in Computer Science (Sept. 2018 - Jul. 2022), Advisor: Prof. Yong Yu
Background
- Research interests include protein structure prediction, molecular design, and the applications of machine learning and reinforcement learning in science. Currently focusing on motif-controlled generation and interpretable protein design.
