Sangwoo Park

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upvoted 2 papers about 1 month ago

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23 • 78

System Prompt Optimization with Meta-Learning

Paper • 2505.09666 • Published May 14 • 70

upvoted a paper about 2 months ago

UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities

Paper • 2504.20734 • Published Apr 29 • 62

upvoted a paper 2 months ago

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Paper • 2504.17192 • Published Apr 24 • 112

upvoted 2 papers 3 months ago

T1: Tool-integrated Self-verification for Test-time Compute Scaling in Small Language Models

Paper • 2504.04718 • Published Apr 7 • 41

Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models

Paper • 2503.09669 • Published Mar 12 • 36

upvoted 6 papers 4 months ago

FedRand: Enhancing Privacy in Federated Learning with Randomized LoRA Subparameter Updates

Paper • 2503.07216 • Published Mar 10 • 32

Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7 • 46

Mol-LLaMA: Towards General Understanding of Molecules in Large Molecular Language Model

Paper • 2502.13449 • Published Feb 19 • 46

SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models

Paper • 2502.12464 • Published Feb 18 • 28

Continuous Diffusion Model for Language Modeling

Paper • 2502.11564 • Published Feb 17 • 54

InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU

Paper • 2502.08910 • Published Feb 13 • 149

upvoted 2 papers 5 months ago

Search-o1: Agentic Search-Enhanced Large Reasoning Models

Paper • 2501.05366 • Published Jan 9 • 100

VideoRAG: Retrieval-Augmented Generation over Video Corpus

Paper • 2501.05874 • Published Jan 10 • 72

upvoted 2 papers 7 months ago

OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Paper • 2411.14199 • Published Nov 21, 2024 • 32

VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding

Paper • 2412.02186 • Published Dec 3, 2024 • 22

upvoted a paper about 1 year ago

Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models

Paper • 2404.02575 • Published Apr 3, 2024 • 51