Insu Han
Scholar

Insu Han

Google Scholar ID: 0w39xsoAAAAJ
Assistant professor, KAIST
machine learningmatrix analysisprobabilistic inference
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Citations & Impact
All-time
Citations
629
 
H-index
13
 
i10-index
16
 
Publications
20
 
Co-authors
14
list available
Contact
GitHubOpen ↗LinkedInOpen ↗
Publications
5 items
KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem
2026
Cited
0
DNACHUNKER: Learnable Tokenization for DNA Language Models
2026
Cited
0
Mamba Drafters for Speculative Decoding
2025
Cited
0
BalanceKV: KV Cache Compression through Discrepancy Theory
2025
Cited
0
PolarQuant: Quantizing KV Caches with Polar Transformation
2025
Cited
0
Resume (English only)
Co-authors
14 total
Amir Zandieh
Amir Zandieh
Google AI
Jinwoo Shin
Jinwoo Shin
ICT Endowed Chair Professor
Haim Avron
Haim Avron
Professor, Tel Aviv University
Vahab Mirrokni
Vahab Mirrokni
Google Fellow, VP, Google Research
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Mike Gartrell
Mike Gartrell
Lead AI Research Scientist, Sigma Nova
Elvis Dohmatob
Elvis Dohmatob
Associate Professor at Concordia University and Mila Quebec AI Institute