Scholar
Mohammad Mahdi Khalili
Google Scholar ID: hSgnKecAAAAJ
Yahoo! Research, The Ohio State University
Trustworthy ML
Counterfactual Reasoning
Model Compression
Distributed Learning
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Homepage
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Citations & Impact
All-time
Citations
1,072
H-index
17
i10-index
25
Publications
20
Co-authors
21
list available
Contact
Email
khalili.17@osu.edu
Twitter
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GitHub
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Publications
10 items
tensorFM: Low-Rank Approximations of Cross-Order Feature Interactions
2026
Cited
0
Individual Fairness In Strategic Classification
2026
Cited
0
AbsTopK: Rethinking Sparse Autoencoders For Bidirectional Features
2025
Cited
0
Demographic-Agnostic Fairness without Harm
2025
Cited
0
On the transferability of Sparse Autoencoders for interpreting compressed models
2025
Cited
0
From Emergence to Control: Probing and Modulating Self-Reflection in Language Models
2025
Cited
0
Towards Understanding and Improving Refusal in Compressed Models via Mechanistic Interpretability
2025
Cited
0
Post-processing for Fair Regression via Explainable SVD
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published 'Applications of Nanomaterials in Drug Delivery', Nature Communications, 2021
- Recipient of the NSF Outstanding Young Scientist Award, 2022
- Holds one patent for the design of a novel biocompatible material
Research Experience
- Research Fellow in Biomedical Engineering, The Ohio State University, since 2020
- Research Assistant in Materials Science, Stanford University, 2014-2015
Education
- PhD in Biomedical Engineering, The Ohio State University, 2015-2020, Advisor: Prof. Zhang
- MS in Materials Science & Engineering, Stanford University, 2013-2015
- BS in Chemical Engineering, University of California, Berkeley, 2009-2013
Background
Research Interests: Biomedical Engineering, Materials Science
Specialties: Development of biomedical devices, Application of nanotechnology
Bio: Focuses on leveraging advanced materials science and technology to address challenges in healthcare.
Miscellany
Personal Interests: Traveling, Photography; Hobbies: Basketball, Reading Sci-Fi Novels
Co-authors
21 total
Mingyan Liu
University of Michigan, Electrical Engineering & Computer Science
Xueru Zhang
Assistant Professor, Computer Science and Engineering, The Ohio State University
Co-author 3
Co-author 4
Parinaz Naghizadeh
Assistant Professor of ECE, UC San Diego
Co-author 6
Somayeh Sojoudi
Associate Professor, EECS, ME, UC Berkeley
Co-author 8
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