Scholar
Insu Han
Google Scholar ID: 0w39xsoAAAAJ
Assistant professor, KAIST
machine learning
matrix analysis
probabilistic inference
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Citations & Impact
All-time
Citations
629
H-index
13
i10-index
16
Publications
20
Co-authors
14
list available
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Publications
8 items
ResidualQuant: KV Cache Quantization for Looped Transformers with 2-Bit Residuals
2026
Cited
0
LoopSpec: Pipelined Self-Speculative Decoding for Looped Transformers
2026
Cited
0
HyperVAttention: Efficient Sparse Attention with Spatio-Temporal Clustering for Video Diffusion
2026
Cited
0
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
Co-authors
10 total
Amir Zandieh
Google AI
Jinwoo Shin
ICT Endowed Chair Professor
Haim Avron
Professor, Tel Aviv University
Vahab Mirrokni
Google Fellow, VP, Google Research
Mike Gartrell
Lead AI Research Scientist, Sigma Nova
Elvis Dohmatob
Associate Professor at Concordia University and Mila Quebec AI Institute
Rajesh Jayaram
Google Research
KyoungSoo Park
Seoul National University
