Scholar
Hieu Le
Google Scholar ID: Bj9g-EEAAAAJ
UNC-Charlotte; EPFL; Stony Brook University
Computer Vision
Machine Learning
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Homepage
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Citations & Impact
All-time
Citations
1,598
H-index
16
i10-index
19
Publications
20
Co-authors
30
list available
Contact
Email
hle40@charlotte.edu
GitHub
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Publications
25 items
Learning to Focus: CSI-Free Hierarchical MARL for Reconfigurable Reflectors
2026
Cited
0
Bypassing the CSI Bottleneck: MARL-Driven Spatial Control for Reflector Arrays
2026
Cited
0
Automated Counting of Stacked Objects in Industrial Inspection
2026
Cited
0
Learning to Reflect: Hierarchical Multi-Agent Reinforcement Learning for CSI-Free mmWave Beam-Focusing
2026
Cited
0
LoRIF: Low-Rank Influence Functions for Scalable Training Data Attribution
2026
Cited
0
Personalized Image Descriptions from Attention Sequences
2025
Cited
0
Physics-Grounded Attached Shadow Detection Using Approximate 3D Geometry and Light Direction
2025
Cited
0
Physics-Grounded Shadow Generation from Monocular 3D Geometry Priors and Approximate Light Direction
2025
Cited
0
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Resume (English only)
Academic Achievements
2025: Multiple papers accepted to TMLR, NeurIPS, ICCV (two Orals), MICCAI (top 9%), ICML, CVPR, and ICLR (Spotlight)
2024: Four papers accepted to ECCV; papers accepted to MICCAI, ICML, and TMLR (two papers)
2023: Two papers accepted to CVPR; Outstanding Reviewer at ACCV 2022
2022: Papers accepted to CVPR, TPAMI, and Remote Sensing; Outstanding Reviewer at CVPR 2021
2021: Paper accepted to ICCV
2020: Outstanding Reviewer at ECCV 2020; paper accepted to ECCV
2019: Papers accepted to ICCV, CVPR (CV4GC workshop), and SACMAT
2018: Two papers accepted to ECCV (ADNet for shadow detection and Iterative Crowd Counting)
2017: Paper accepted to ICCV (CEFRL workshop) and VSS conference
2016: Paper accepted to ACCV
Serves as reviewer for top journals and conferences including TPAMI, IJCV, CVPR, ICCV, ECCV, ICLR, ICML, and NeurIPS
Recipient of DAAD Postdoc-NeT-AI Award 2024
Co-authors
30 total
Dimitris Samaras
Stony Brook University
Co-author 2
Pascal Fua
Professor Computer Science, EPFL
Co-author 4
Co-author 5
Co-author 6
Co-author 7
Co-author 8
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