Scholar
Sanghyeok Lee
Google Scholar ID: DAITP1EAAAAJ
Korea Advanced Institute of Science & Technology (KAIST)
Efficient Deep Learning
Video Understanding
Computer Vision
3D Vision
AI
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
429
H-index
7
i10-index
7
Publications
10
Co-authors
18
list available
Contact
Email
sanghyeoklee@kaist.ac.kr
CV
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GitHub
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LinkedIn
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Publications
7 items
MoE-GRPO: Optimizing Mixture-of-Experts via Reinforcement Learning in Vision-Language Models
2026
Cited
0
ProGraph-R1: Progress-aware Reinforcement Learning for Graph Retrieval Augmented Generation
2026
Cited
0
TabFlash: Efficient Table Understanding with Progressive Question Conditioning and Token Focusing
2025
Cited
0
Compositional Image Synthesis with Inference-Time Scaling
2025
Cited
0
Transferable Model-agnostic Vision-Language Model Adaptation for Efficient Weak-to-Strong Generalization
2025
Cited
0
Representation Shift: Unifying Token Compression with FlashAttention
2025
Cited
0
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality
arXiv.org · 2024
Cited
2
Resume (English only)
Academic Achievements
Paper 'Representation Shift' accepted to ICCV 2025
Paper 'EfficientViM' accepted to CVPR 2025
Papers 'MCTF' and 'vid-TLDR' accepted to CVPR 2024 (Travel Award)
Paper 'RPO' accepted to ICCV 2023
Paper 'SPoTr' accepted to CVPR 2023
Paper 'SageMix' accepted to NeurIPS 2022 (Travel Award)
Paper 'PointWOLF' accepted to ICCV 2021
Paper 'PEFT-MetaR' accepted to IJCV (Impact Factor 9.3)
Outstanding Paper Award from Korea University (2024)
Awarded the InnoCORE Postdoctoral Fellowship (2025)
Served as Program Committee member for MICCAI workshops on Foundation Models for Medical AI in 2024 and 2025
Reached 300+ citations on Google Scholar (April 2025)
Co-authors
18 total
Hyunwoo J. Kim
Korea Advanced Institute of Science & Technology (KAIST)
Joonmyung Choi
Korea University
Co-author 3
Yunyang Xiong
University of Wisconsin-Madison
Jinyoung Park
Korea Advanced Institute of Science & Technology (KAIST)
Seong Jae Hwang
Yonsei University
Dasol Hwang
LG AI Research
Jaewon Lee
Korea University
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