Amrit Singh Bedi
Scholar

Amrit Singh Bedi

Google Scholar ID: 91WLA6QAAAAJ
Assistant Professor in Department of Computer Science, University of Central Florida, FL, USA
Reinforcement LearningAI AlignmentAI generated Text DetectionConvex and Non-convex optimization
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
2,136
 
H-index
24
 
i10-index
45
 
Publications
20
 
Co-authors
140
list available
Contact
Emailamritbd@umd.eduCVOpen ↗TwitterOpen ↗LinkedInOpen ↗
Publications
14 items
SABER: A Stealthy Agentic Black-Box Attack Framework for Vision-Language-Action Models
2026
Cited
0
Why Pass@k Optimization Can Degrade Pass@1: Prompt Interference in LLM Post-training
2026
Cited
0
Safety Recovery in Reasoning Models Is Only a Few Early Steering Steps Away
2026
Cited
0
Generative Modeling with Continuous Flows: Sample Complexity of Flow Matching
2025
Cited
0
SafeR-CLIP: Mitigating NSFW Content in Vision-Language Models While Preserving Pre-Trained Knowledge
2025
Cited
0
Generative AI for Biosciences: Emerging Threats and Roadmap to Biosecurity
2025
Cited
0
Test-Time Scaling in Diffusion LLMs via Hidden Semi-Autoregressive Experts
2025
Cited
0
MIRA: Towards Mitigating Reward Hacking in Inference-Time Alignment of T2I Diffusion Models
2025
Cited
0
Resume (English only)
Academic Achievements
  • Multiple papers accepted to top venues including NeurIPS 2024/2025, ICML 2024/2025, IROS 2024/2025, CVPR 2025, EMNLP 2025, IEEE RAL 2025, CDC 2025, and ICLR 2024
  • Published in Nature Biotechnology
  • Serving as Area Chair for NeurIPS 2024 and 2025, ACL 2025, and Transactions of Machine Learning Research
  • Paper 'MaxMin-RLHF' received Spotlight recognition (top 3.5%) at ICML 2024
  • Organizing the First NeurIPS Workshop on Biosecurity Safeguards for Generative AI in San Diego
  • Presented AI alignment works (e.g., Transfer Q*, MaxMin-RLHF) at UT Austin, IBM Research, Google DeepMind, and Amazon
Co-authors
140 total
Alec Koppel
Alec Koppel
Research Lead, JP Morgan AI Research
Dinesh Manocha
Dinesh Manocha
Distinguished University Professor, University of Maryland at College Park
Co-author 3
Co-author 3
Souradip Chakraborty
Souradip Chakraborty
University of Maryland, College Park | Past : ML Research@Walmart Labs
Furong Huang
Furong Huang
Associate Professor of Computer Science, University of Maryland
Vaneet Aggarwal
Vaneet Aggarwal
Professor and University Faculty Scholar, Purdue University
Mengdi Wang
Mengdi Wang
Professor, Princeton AI Lab, CSML&ECE, Princeton University
Brian M Sadler
Brian M Sadler
The University of Texas at Austin