Sangwoo Park

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upvoted 5 papers 3 months ago

Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs

Paper • 2510.09201 • Published Oct 10, 2025 • 49

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

Paper • 2510.07499 • Published Oct 8, 2025 • 48

ACON: Optimizing Context Compression for Long-horizon LLM Agents

Paper • 2510.00615 • Published Oct 1, 2025 • 32

MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use

Paper • 2509.24002 • Published Sep 28, 2025 • 174

Rethinking Reward Models for Multi-Domain Test-Time Scaling

Paper • 2510.00492 • Published Oct 1, 2025 • 27

upvoted an article 4 months ago

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Article

Gaia2 and ARE: Empowering the community to study agents

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Sep 22, 2025

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125

upvoted a collection 4 months ago

subliminal-learning

Collection

collection for [subliminal-learning](https://arxiv.org/abs/2507.14805) paper • 3 items • Updated Jul 23, 2025 • 3

upvoted a paper 7 months ago

FLOAT: Generative Motion Latent Flow Matching for Audio-driven Talking Portrait

Paper • 2412.01064 • Published Dec 2, 2024 • 47

upvoted 3 papers 8 months ago

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23, 2025 • 81

FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA

Paper • 2505.12805 • Published May 19, 2025 • 22

System Prompt Optimization with Meta-Learning

Paper • 2505.09666 • Published May 14, 2025 • 71

upvoted 3 papers 9 months ago

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

Paper • 2504.20734 • Published Apr 29, 2025 • 61

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Paper • 2504.17192 • Published Apr 24, 2025 • 120

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

Paper • 2504.04718 • Published Apr 7, 2025 • 42

upvoted an article 10 months ago

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Article

The N Implementation Details of RLHF with PPO

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Oct 24, 2023

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71

upvoted 3 papers 10 months ago

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

Paper • 2503.09669 • Published Mar 12, 2025 • 35

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

Paper • 2503.07216 • Published Mar 10, 2025 • 32

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

Paper • 2503.05179 • Published Mar 7, 2025 • 46

upvoted 2 papers 11 months ago

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

Paper • 2502.12464 • Published Feb 18, 2025 • 28

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

Paper • 2502.13449 • Published Feb 19, 2025 • 45