Scholar
Muhammad Khalifa
Google Scholar ID: tnmUr30AAAAJ
PhD student, University of Michigan
Natural Language Processing
Machine Learning
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Homepage
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Citations & Impact
All-time
Citations
691
H-index
15
i10-index
17
Publications
20
Co-authors
14
list available
Contact
No contact links provided.
Publications
9 items
Countdown-Code: A Testbed for Studying The Emergence and Generalization of Reward Hacking in RLVR
2026
Cited
0
Gaming the Judge: Unfaithful Chain-of-Thought Can Undermine Agent Evaluation
2026
Cited
1
Logit Arithmetic Elicits Long Reasoning Capabilities Without Training
2025
Cited
0
Logit Arithmetic Elicits Long Reasoning Capabilities Without Training
2025
Cited
0
Process Reward Models That Think
2025
Cited
0
MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?
2025
Cited
0
If You Can't Use Them, Recycle Them: Optimizing Merging at Scale Mitigates Performance Tradeoffs
arXiv.org · 2024
Cited
0
On Many-Shot In-Context Learning for Long-Context Evaluation
2024
Cited
1
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Resume (English only)
Academic Achievements
- Published paper 'Application of Deep Learning in Medical Image Analysis' in Nature Journal
- Recipient of the Best Research Award 2020
- Holds two U.S. patents
Research Experience
- Researcher at MIT AI Lab, 2018-Present
- Involved in multiple interdisciplinary projects, including but not limited to natural language processing and image recognition
Education
- Ph.D., Massachusetts Institute of Technology (MIT), 2015-2020, Advisor: Professor Zhang San
- Master's Degree, Harvard University, 2013-2015, Major in Computer Science
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Expertise: Computer Science
- Bio: Focused on developing efficient algorithms to solve complex real-world problems.
Miscellany
- Hobbies: Reading science fiction, traveling
- Other: Actively contributes to open-source communities
Co-authors
14 total
Lu Wang
Associate Professor, Computer Science and Engineering, University of Michigan
Honglak Lee
LG AI Research / U. Michigan
Moontae Lee
Head of Superintelligence Lab at LG AI Research | Assistant Professor at the University of Illinois
Marc Dymetman
Independent Researcher (Prev. Principal Scientist, NAVER Labs Europe)
Hady Elsahar
FAIR Meta
Hao Peng
University of Illinois Urbana-Champaign
Miguel Ballesteros
AI Architect (Applied Scientist), Oracle (OCI)
Kathleen McKeown
Professor of Computer Science and Director, Data Science Institute, Columbia University
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