Seoul National University VLSI Lab

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https://vlsi.snu.ac.kr/

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AI & ML interests

Efficient AI

Recent Activity

jiwonsong authored a paper 7 days ago

RelayGen: Intra-Generation Model Switching for Efficient Reasoning

jiwonsong submitted a paper 7 days ago

RelayGen: Intra-Generation Model Switching for Efficient Reasoning

jiwonsong authored a paper 12 days ago

Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection

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Papers

RelayGen: Intra-Generation Model Switching for Efficient Reasoning

Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection

View all Papers

SNU-VLSI 's Papers 9

Submitted by

Jiwon Song

RelayGen: Intra-Generation Model Switching for Efficient Reasoning

Seoul National University VLSI Lab

2 2

Submitted by

Dongwon Jo

Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection

Seoul National University VLSI Lab

4 4

Submitted by

Jiwon Song

LiteStage: Latency-aware Layer Skipping for Multi-stage Reasoning

Seoul National University VLSI Lab

Retrospective Sparse Attention for Efficient Long-Context Generation

Seoul National University VLSI Lab

Submitted by

Jiwon Song

Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning

Seoul National University VLSI Lab

30 2

Submitted by

Dongwon Jo

FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration

Seoul National University VLSI Lab

29 2

Submitted by

Dongwon Jo

Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models

Seoul National University VLSI Lab

10 1

SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks

Seoul National University VLSI Lab

Squeezing Large-Scale Diffusion Models for Mobile

Seoul National University VLSI Lab

AI & ML interests

Recent Activity

Papers

Team members 5

AI & ML interests

Recent Activity

Papers

Team members 5