Dongwon Jo's picture

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Dongwon Jo

dongwonjo

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AI & ML interests

Efficient AI, Model Compression, Quantization, Pruning, Generative Model, Large Language Model, Diffusion

Organizations

None yet

upvoted a paper 2 months ago

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

Paper • 2509.17428 • Published Sep 22 • 9

upvoted a paper 7 months ago

Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning

Paper • 2505.13866 • Published May 20 • 17

upvoted 2 papers 10 months ago

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

Paper • 2406.12311 • Published Jun 18, 2024 • 8

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

Paper • 2502.01068 • Published Feb 3 • 18