Yujin Kim

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upvoted a paper 25 days ago

KLASS: KL-Guided Fast Inference in Masked Diffusion Models

Paper • 2511.05664 • Published 30 days ago • 35

upvoted 2 papers about 2 months ago

VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model

Paper • 2509.09372 • Published Sep 11 • 239

Temporal Alignment Guidance: On-Manifold Sampling in Diffusion Models

Paper • 2510.11057 • Published Oct 13 • 30

upvoted 2 papers 2 months ago

Hybrid Architectures for Language Models: Systematic Analysis and Design Insights

Paper • 2510.04800 • Published Oct 6 • 36

EpiCache: Episodic KV Cache Management for Long Conversational Question Answering

Paper • 2509.17396 • Published Sep 22 • 19

upvoted a paper 5 months ago

Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation

Paper • 2507.10524 • Published Jul 14 • 70

upvoted 2 papers 6 months ago

Revisiting Multi-Agent Debate as Test-Time Scaling: A Systematic Study of Conditional Effectiveness

Paper • 2505.22960 • Published May 29 • 16

Flex-Judge: Think Once, Judge Anywhere

Paper • 2505.18601 • Published May 24 • 27

upvoted a collection 9 months ago

EXAONE-Deep

Collection

EXAONE reasoning model series of 2.4B, 7.8B, and 32B, optimized for reasoning tasks including math and coding • 10 items • Updated Jul 7 • 94

upvoted 2 papers 9 months ago

Self-Training Elicits Concise Reasoning in Large Language Models

Paper • 2502.20122 • Published Feb 27 • 4

DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs

Paper • 2503.07067 • Published Mar 10 • 31

upvoted 2 papers over 1 year ago

Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters

Paper • 2406.16758 • Published Jun 24, 2024 • 20

Block Transformer: Global-to-Local Language Modeling for Fast Inference

Paper • 2406.02657 • Published Jun 4, 2024 • 41