Nastaran Darabi
Scholar

Nastaran Darabi

Google Scholar ID: ZKdsKvQAAAAJ
University of Illinois at Chicago
Artificial IntelligenceComputer VisionHardware AcceleratorsRobotics
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Citations & Impact
All-time
Citations
107
 
H-index
6
 
i10-index
4
 
Publications
20
 
Co-authors
9
list available
Contact
No contact links provided.
Publications
10 items
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
EigenShield: Causal Subspace Filtering via Random Matrix Theory for Adversarially Robust Vision-Language Models
2025
Cited
0
Beyond Confidence: Adaptive Abstention in Dual-Threshold Conformal Prediction for Autonomous System Perception
2025
Cited
0
Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models
2025
Cited
0
Resume (English only)
Co-authors
9 total
Amit Ranjan Trivedi
Amit Ranjan Trivedi
University of Illinois at Chicago
Co-author 2
Co-author 2
Theja Tulabandhula
Theja Tulabandhula
University of Illinois Chicago
Co-author 4
Co-author 4
Priyesh Shukla
Priyesh Shukla
International Institute of Information Technology (IIIT), Hyderabad
A. Enis Cetin
A. Enis Cetin
University of Illinois Chicago.
Ankush Chakrabarty
Ankush Chakrabarty
Principal Research Scientist at Mitsubishi Electric Research Laboratories (MERL)
Supriyo Bandyopadhyay
Supriyo Bandyopadhyay
Virginia Commonwealth University, University of Nebraska, University of Notre Dame, Purdue