Scholar
Nastaran Darabi
Google Scholar ID: ZKdsKvQAAAAJ
University of Illinois at Chicago
Artificial Intelligence
Computer Vision
Hardware Accelerators
Robotics
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Citations & Impact
All-time
Citations
107
H-index
6
i10-index
4
Publications
20
Co-authors
9
list available
Publications
13 items
Self-Healing Harness for Runtime Oversight of Agent Self-Modification
2026
Cited
0
GroundControl: Anticipating Navigation Failures in Vision-Language Agents via Trajectory-Consistent Uncertainty Estimates
2026
Cited
0
ProGAL-VLA: Grounded Alignment through Prospective Reasoning in Vision-Language-Action Models
2026
Cited
0
Belief Dynamics for Detecting Behavioral Shifts in Safe Collaborative Manipulation
2026
Cited
0
TRACER: Trajectory Risk Aggregation for Critical Episodes in Agentic Reasoning
2026
Cited
0
Causal-Guided Dimension Reduction for Efficient Pareto Optimization
2025
Cited
0
EigenTrack: Spectral Activation Feature Tracking for Hallucination and Out-of-Distribution Detection in LLMs and VLMs
2025
Cited
0
RMT-KD: Random Matrix Theoretic Causal Knowledge Distillation
2025
Cited
0
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Co-authors
6 total
Amit Ranjan Trivedi
University of Illinois at Chicago
Theja Tulabandhula
University of Illinois Chicago
Priyesh Shukla
International Institute of Information Technology (IIIT), Hyderabad
A. Enis Cetin
University of Illinois Chicago.
Ankush Chakrabarty
Principal Research Scientist at Mitsubishi Electric Research Laboratories (MERL)
Supriyo Bandyopadhyay
Virginia Commonwealth University, University of Nebraska, University of Notre Dame, Purdue
