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 about 10 hours ago

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

jiwonsong published a Space about 16 hours ago

SNU-VLSI/README

dongwonjo authored a paper 1 day ago

Retrospective Sparse Attention for Efficient Long-Context Generation

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Papers

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

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

View all Papers

jiwonsong

authored a paper about 10 hours ago

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

Paper • 2602.03216 • Published 3 days ago • 11

jiwonsong

published a Space about 16 hours ago

README

🏢

dongwonjo

authored 3 papers 1 day ago

Retrospective Sparse Attention for Efficient Long-Context Generation

Paper • 2508.09001 • Published Aug 12, 2025 • 2

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

Paper • 2602.03216 • Published 3 days ago • 11

Squeezing Large-Scale Diffusion Models for Mobile

Paper • 2307.01193 • Published Jul 3, 2023

hjeon2k

submitted a paper to Daily Papers 1 day ago

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

Paper • 2602.01053 • Published 5 days ago • 6

dongwonjo

submitted a paper to Daily Papers 1 day ago

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

Paper • 2602.03216 • Published 3 days ago • 11

jiwonsong

authored a paper 4 months ago

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

Paper • 2510.14211 • Published Oct 16, 2025 • 8

hjeon2k

authored 2 papers 5 months ago

QWHA: Quantization-Aware Walsh-Hadamard Adaptation for Parameter-Efficient Fine-Tuning on Large Language Models

Paper • 2509.17428 • Published Sep 22, 2025 • 9

L4Q: Parameter Efficient Quantization-Aware Training on Large Language Models via LoRA-wise LSQ

Paper • 2402.04902 • Published Feb 7, 2024 • 5

jiwonsong

authored a paper 9 months ago

Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning

Paper • 2505.13866 • Published May 20, 2025 • 17

dongwonjo

authored a paper 9 months ago

Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning

Paper • 2505.13866 • Published May 20, 2025 • 17

dongwonjo

authored a paper about 1 year ago

FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation

Paper • 2502.01068 • Published Feb 3, 2025 • 18

jiwonsong

authored a paper about 1 year ago

FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation

Paper • 2502.01068 • Published Feb 3, 2025 • 18

jiwonsong

authored a paper over 1 year ago

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

Paper • 2402.09025 • Published Feb 14, 2024 • 9

dongwonjo

authored a paper over 1 year ago

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

Paper • 2406.12311 • Published Jun 18, 2024 • 8

AI & ML interests

Recent Activity

Papers

Team members 4

SNU-VLSI's activity

README