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 25 days ago

Joint Subspace Sparse Attention for Efficient Long-Context Decoding

jiwonsong submitted a paper 25 days ago

Joint Subspace Sparse Attention for Efficient Long-Context Decoding

Hyeongju97 authored a paper about 1 month ago

WaveFront Decoding: Parallelized Self-Speculative Decoding for Looped Language Models

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Papers

Joint Subspace Sparse Attention for Efficient Long-Context Decoding

KVCMAS: Efficient KV cache Correction for Shared Context in Multi-Agent Systems

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authored a paper 25 days ago

Joint Subspace Sparse Attention for Efficient Long-Context Decoding

Paper • 2610.19026 • Published 27 days ago • 12

submitted a paper to Daily Papers 25 days ago

Joint Subspace Sparse Attention for Efficient Long-Context Decoding

Paper • 2610.19026 • Published 27 days ago • 12

authored a paper about 1 month ago

WaveFront Decoding: Parallelized Self-Speculative Decoding for Looped Language Models

Paper • 2609.23033 • Published Sep 26 • 9

submitted 2 papers to Daily Papers about 1 month ago

KVCMAS: Efficient KV cache Correction for Shared Context in Multi-Agent Systems

Paper • 2609.34060 • Published Sep 28 • 7

PReCache: Efficient KV Cache Sharing for Multi-LoRA Agents via Low-Rank Precomputation and Neutral Reconstruction

Paper • 2609.34054 • Published Sep 28 • 7

submitted a paper to Daily Papers about 1 month ago

WaveFront Decoding: Parallelized Self-Speculative Decoding for Looped Language Models

Paper • 2609.23033 • Published Sep 26 • 9

authored a paper 4 months ago

Rotation-Aligned Key Channel Pruning for Efficient Vision-Language Model Inference

Paper • 2605.19218 • Published May 19 • 2

authored a paper 4 months ago

Rotation-Aligned Key Channel Pruning for Efficient Vision-Language Model Inference

Paper • 2605.19218 • Published May 19 • 2

authored a paper 6 months ago

CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection

Paper • 2605.16839 • Published May 16 • 13

authored a paper 6 months ago

CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection

Paper • 2605.16839 • Published May 16 • 13

submitted a paper to Daily Papers 6 months ago

CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection

Paper • 2605.16839 • Published May 16 • 13

authored a paper 8 months ago

LRAgent: Efficient KV Cache Sharing for Multi-LoRA LLM Agents

Paper • 2602.01053 • Published Feb 1 • 8

authored a paper 8 months ago

LRAgent: Efficient KV Cache Sharing for Multi-LoRA LLM Agents

Paper • 2602.01053 • Published Feb 1 • 8

authored a paper 9 months ago

RelayGen: Intra-Generation Model Switching for Efficient Reasoning

Paper • 2602.06454 • Published Feb 6 • 12

submitted a paper to Daily Papers 9 months ago

RelayGen: Intra-Generation Model Switching for Efficient Reasoning

Paper • 2602.06454 • Published Feb 6 • 12

authored a paper 9 months ago

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

Paper • 2602.03216 • Published Feb 3 • 14

published a Space 9 months ago

README

authored 3 papers 9 months ago

Retrospective Sparse Attention for Efficient Long-Context Generation

Paper • 2508.09001 • Published Aug 12, 2025 • 4

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

Paper • 2602.03216 • Published Feb 3 • 14

Squeezing Large-Scale Diffusion Models for Mobile

Paper • 2307.01193 • Published Jul 3, 2023 • 2