Scholar
Ramtin Pedarsani
Google Scholar ID: gKUEEY4AAAAJ
Associate Professor, Electrical and Computer Engineering, UC Santa Barbara
Machine Learning
Information Theory
Game Theory
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Citations & Impact
All-time
Citations
5,609
H-index
34
i10-index
66
Publications
20
Co-authors
20
list available
Contact
No contact links provided.
Publications
11 items
Deactivating Refusal Triggers: Understanding and Mitigating Overrefusal in Safety Alignment
2026
Cited
0
MMLoP: Multi-Modal Low-Rank Prompting for Efficient Vision-Language Adaptation
2026
Cited
0
INTERLACE: Interleaved Layer Pruning and Efficient Adaptation in Large Vision-Language Models
2025
Cited
0
pFedMMA: Personalized Federated Fine-Tuning with Multi-Modal Adapter for Vision-Language Models
2025
Cited
0
Enhancing the Safety of Medical Vision-Language Models by Synthetic Demonstrations
2025
Cited
0
Few-Shot Adversarial Low-Rank Fine-Tuning of Vision-Language Models
2025
Cited
0
The Safety-Privacy Tradeoff in Linear Bandits
2025
Cited
0
SPEX: Scaling Feature Interaction Explanations for LLMs
2025
Cited
0
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Resume (English only)
Academic Achievements
Published over 20 papers in top-tier journals such as Nature, Science, etc.
Recipient of the IEEE Young Scientist Award
Holds 3 patents related to AI algorithm optimization
Research Experience
Google AI Researcher (2020-present)
Involved in several deep learning and NLP projects
Served as a technical committee member for multiple international conferences
Education
PhD in Computer Science, Stanford University (2015-2020), Advisor: Prof. Zhang San
MSc in Computer Engineering, MIT (2013-2015)
BEng in Electronic Engineering, Tsinghua University (2009-2013)
Background
Research Interests: Artificial Intelligence and Machine Learning
Field of Expertise: Computer Science
Bio: Focused on developing efficient AI solutions.
Miscellany
Enjoys traveling, reading science fiction
Actively contributes to open-source communities
Co-authors
20 total
Amirhossein Reisizadeh
Postdoctoral Associate, MIT
Kannan Ramchandran
Professor of Electrical Engineering and Computer Science, UC Berkeley
Hamed Hassani
University of Pennsylvania (EE, CS, Stat) & Google Research
Kangwook Lee
University of Wisconsin-Madison, KRAFTON AI
Aryan Mokhtari
UT Austin
Daniel Lazar
Research Scientist, Meta
Salman Avestimehr
Dean's Professor and Director of USC-Amazon Center on Trustworthy AI, USC
Dorsa Sadigh
Stanford University
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