Sukmin Cho

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upvoted a paper 17 days ago

Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed

Paper • 2512.14067 • Published 18 days ago • 13

upvoted a paper about 1 month ago

Budget-Aware Tool-Use Enables Effective Agent Scaling

Paper • 2511.17006 • Published Nov 21, 2025 • 29

upvoted 3 papers about 2 months ago

Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models

Paper • 2511.08577 • Published Nov 11, 2025 • 105

Adaptive Multi-Agent Response Refinement in Conversational Systems

Paper • 2511.08319 • Published Nov 11, 2025 • 41

LUT-LLM: Efficient Large Language Model Inference with Memory-based Computations on FPGAs

Paper • 2511.06174 • Published Nov 9, 2025 • 6

upvoted 4 papers 3 months ago

KORMo: Korean Open Reasoning Model for Everyone

Paper • 2510.09426 • Published Oct 10, 2025 • 83

When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs

Paper • 2510.07499 • Published Oct 8, 2025 • 48

Cache-to-Cache: Direct Semantic Communication Between Large Language Models

Paper • 2510.03215 • Published Oct 3, 2025 • 97

EpiCache: Episodic KV Cache Management for Long Conversational Question Answering

Paper • 2509.17396 • Published Sep 22, 2025 • 19

upvoted a paper 5 months ago

DINOv3

Paper • 2508.10104 • Published Aug 13, 2025 • 291

upvoted 2 papers 8 months ago

System Prompt Optimization with Meta-Learning

Paper • 2505.09666 • Published May 14, 2025 • 71

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Paper • 2504.17192 • Published Apr 24, 2025 • 120

upvoted a paper 10 months ago

Autellix: An Efficient Serving Engine for LLM Agents as General Programs

Paper • 2502.13965 • Published Feb 19, 2025 • 19

upvoted 5 papers 11 months ago

Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding

Paper • 2502.05609 • Published Feb 8, 2025 • 18

Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations

Paper • 2404.13948 • Published Apr 22, 2024 • 2

VideoRAG: Retrieval-Augmented Generation over Video Corpus

Paper • 2501.05874 • Published Jan 10, 2025 • 75

Revisiting In-Context Learning with Long Context Language Models

Paper • 2412.16926 • Published Dec 22, 2024 • 32

Knowledge-Augmented Large Language Models for Personalized Contextual Query Suggestion

Paper • 2311.06318 • Published Nov 10, 2023 • 3