Gil Jae Song

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upvoted 2 papers 4 months ago

NSNQuant: A Double Normalization Approach for Calibration-Free Low-Bit Vector Quantization of KV Cache

Paper • 2505.18231 • Published May 23 • 3

Gaussian Weight Sampling for Scalable, Efficient and Stable Pseudo-Quantization Training

Paper • 2505.11170 • Published May 16 • 3

upvoted a paper 5 months ago

MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention

Paper • 2407.02490 • Published Jul 2, 2024 • 27

upvoted a paper 6 months ago

Reasoning Models Can Be Effective Without Thinking

Paper • 2504.09858 • Published Apr 14 • 12

upvoted a paper 7 months ago

Dialogue Without Limits: Constant-Sized KV Caches for Extended Responses in LLMs

Paper • 2503.00979 • Published Mar 2 • 1

upvoted 2 papers 8 months ago

TokenSkip: Controllable Chain-of-Thought Compression in LLMs

Paper • 2502.12067 • Published Feb 17 • 2

Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation

Paper • 2503.22675 • Published Mar 28 • 36