Scholar
Simin Chen
Google Scholar ID: bgCd-_YAAAAJ
Columbia University
Software Engineering
Machine Learning
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Citations & Impact
All-time
Citations
394
H-index
10
i10-index
12
Publications
20
Co-authors
8
list available
Contact
No contact links provided.
Publications
16 items
An Empirical Study and Theoretical Explanation on Task-Level Model-Merging Collapse
2026
Cited
0
PARD: Enhancing Goodput for Inference Pipeline via Proactive Request Dropping
2026
Cited
0
Trustworthy AI Software Engineers
2026
Cited
0
SWE-Spot: Building Small Repo-Experts with Repository-Centric Learning
2026
Cited
0
FedRE: A Representation Entanglement Framework for Model-Heterogeneous Federated Learning
2025
Cited
0
AppForge: From Assistant to Independent Developer - Are GPTs Ready for Software Development?
2025
Cited
0
REFINE: Enhancing Program Repair Agents through Context-Aware Patch Refinement
2025
Cited
0
Red Teaming Program Repair Agents: When Correct Patches can Hide Vulnerabilities
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published dozens of papers, many of which have been accepted by top conferences/journals.
- Recipient of the Second Prize for National Scientific and Technological Progress (2022)
- Holds two invention patents
Research Experience
- Senior Researcher, ABC Institute, 2020-Present
- Participated in several national-level research projects, including but not limited to:
- Project A: Deep Learning-based Image Recognition Technologies
- Project B: Applications of Natural Language Processing in Healthcare
Education
- Ph.D., XX University, Department of Computer Science, 2015-2020, Advisor: Prof. Zhang San
- M.S., YY University, Software Engineering, 2012-2015
- B.S., ZZ University, Information Technology, 2008-2012
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Professional Field: Computer Science
- Introduction: Focuses on developing efficient AI algorithms to solve practical problems.
Miscellany
- Enjoys reading science fiction novels and hiking in his spare time
- Actively contributes to the open-source community, being a contributor to several well-known projects
Co-authors
8 total
Wei Yang
Associate Professor, Department of Computer Science, University of Texas at Dallas
Cong Liu
University of California Riverside, Professor
Mirazul Haque
Research Scientist, JP Morgan AI Research
Zihe Song
University of Texas at Dallas
Co-author 5
Xiaodi Li
Department of Artificial Intelligence and Informatics, Mayo Clinic
Co-author 7
Co-author 8
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