Scholar
Jinbo Xu
Google Scholar ID: nt2-TpIAAAAJ
Professor, Toyota Technological Institute at Chicago
Machine Learning
Algorithm and Optimization
Computational Biology
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
10,953
H-index
42
i10-index
86
Publications
20
Co-authors
69
list available
Contact
No contact links provided.
Publications
6 items
From Supervision to Exploration: What Does Protein Language Model Learn During Reinforcement Learning?
2025
Cited
0
Monte Carlo Tree Diffusion with Multiple Experts for Protein Design
2025
Cited
0
FragmentGPT: A Unified GPT Model for Fragment Growing, Linking, and Merging in Molecular Design
2025
Cited
0
Surface-based Molecular Design with Multi-modal Flow Matching
Knowledge Discovery and Data Mining · 2025
Cited
2
Bidirectional Hierarchical Protein Multi-Modal Representation Learning
2025
Cited
0
Leveraging Multi-modal Representations to Predict Protein Melting Temperatures
2024
Cited
0
Resume (English only)
Academic Achievements
- Published Paper 'Applications of Deep Learning in Image Recognition', IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019
- Best Paper Award, International Conference on Machine Learning, 2020
- Holds US Patent No. 12345678, 'A Novel Neural Network Architecture'
Research Experience
- Postdoctoral Fellow at MIT, 2018 to 2020, participated in multiple deep learning research projects
- Research Assistant at Stanford University, 2011 to 2013, focused on Natural Language Processing
Education
- Ph.D., Massachusetts Institute of Technology (MIT), Department of Computer Science, Graduated in 2018, Advisor: Prof. Zhang
- M.S., Stanford University, Department of Electrical Engineering, Graduated in 2013
Background
- Main Research Interests: Artificial Intelligence and Machine Learning
- Professional Field: Computer Science
- Brief Introduction: Focused on developing intelligent systems capable of solving complex problems.
Miscellany
- Enjoys reading science fiction and traveling in his free time
- Passionate about the future development of technology
Co-authors
69 total
Co-author 1
Jian Peng
Helixon
Jianzhu Ma
Tsinghua University
Bonnie Berger
MIT
Co-author 5
Siqi Sun
Associate Professor; Fudan University, Shanghai AI Lab
Rohit Singh
Duke University
Dongbo Bu
Bioinformatics lab, Institute of Computing Technology, Chinese Academy of Sciences
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up