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

Dongwon Jo, Beomseok Kang, Jiwon Song, Jae-Joon Kim

arXiv 2026

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

Dongwon Jo*, Jiwon Song*, Yulhwa Kim, Jae-Joon Kim

ACL Findings 2026

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Retrospective Sparse Attention for Efficient Long-Context Generation

Seonghwan Choi*, Beomseok Kang*, Dongwon Jo, Jae-Joon Kim

ICLR 2026

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Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning

Jiwon Song, Dongwon Jo, Yulhwa Kim, Jae-Joon Kim

NeurIPS 2025

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

Dongwon Jo, Taesu Kim, Yulhwa Kim, Jae-Joon Kim

NeurIPS 2024

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Leveraging Early-Stage Robustness in Diffusion Models for Efficient and High-Quality Image Synthesis

Yulhwa Kim, Dongwon Jo, Hyesung Jeon, Taesu Kim, Daehyun Ahn, Hyungjun Kim, Jae-Joon Kim

NeurIPS 2023

Paper

Squeezing Large-Scaling Diffusion Models for Mobile

Jiwoong Choi, Minkyu Kim, Daehyun Ahn, Taesu Kim, Yulhwa Kim, Dongwon Jo, Hyesung Jeon, Jae-Joon Kim, Hyungjun Kim

ICML Workshop 2023

Paper