Ngan Le
Scholar

Ngan Le

Google Scholar ID: 8ck0k_UAAAAJ
University of Arkansas
Artificial IntelligenceMachine LearningComputer Vision
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
3,962
 
H-index
33
 
i10-index
82
 
Publications
20
 
Co-authors
25
list available
Contact
No contact links provided.
Publications
34 items
Learning to Adapt and Calibrate: Score Distribution Alignment for Few-Shot Uncertainty Prediction in Medical VLMs
2026
Cited
0
GEOSTEER: Geodesic Optimization for Activation Steering in Large Language Models
2026
Cited
0
GloVLA: Let Geometry Move and Local VLA Interact for Robust Object-Centric Manipulation in Unstructured Environments
2026
Cited
0
Gripper-aware Vision Language Action Models
2026
Cited
0
MVDGC: Joint 3D and 2D Multi-view Pedestrian Detection via Dual Geometric Constraints
2026
Cited
0
OmniSpace: Efficient Geometry Awareness for Autonomous Vehicles MLLMs
2026
Cited
0
Finetuning Vision-Language-Action Models Requires Fewer Layers Than You Think
2026
Cited
0
ARGUSTRACK: A Multi-View Annotation System for Multi-Object Tracking
2026
Cited
0
Resume (English only)
Academic Achievements
  • Team members received the Honors College Research Award (Dec 2024) and SURF Award (Dec 2024)
  • Dr. Khoa Vo successfully defended his PhD dissertation in November 2024
  • Dr. Le received the Dean’s Award of Excellence Rising Star Research Award in May 2024
  • Received a $5 million award in February 2024 to develop an AI platform for strengthening regional food systems
  • Awarded an NSF grant administered by I³R in December 2022 to empower small farmers
Co-authors
25 total
Khoa Luu
Khoa Luu
EECS Department, University of Arkansas
Marios Savvides
Marios Savvides
Professor of Electrical and Computer Engineering, Carnegie Mellon University
Kashu Yamazaki
Kashu Yamazaki
Carnegie Mellon University, Genesis AI
Khoa Vo
Khoa Vo
Postdoctoral Fellow at the University of Arkansas, USA
Co-author 5
Co-author 5
Minh-Triet Tran
Minh-Triet Tran
University of Science & John von Neumann Institute, VNU-HCM
Co-author 7
Co-author 7
Hien Van Nguyen
Hien Van Nguyen
Associate Professor, University of Houston