Heejun Lee

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upvoted 3 papers 4 months ago

Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs

Paper • 2510.09201 • Published Oct 10, 2025 • 50

ACON: Optimizing Context Compression for Long-horizon LLM Agents

Paper • 2510.00615 • Published Oct 1, 2025 • 34

Rethinking Reward Models for Multi-Domain Test-Time Scaling

Paper • 2510.00492 • Published Oct 1, 2025 • 28

upvoted 3 papers 7 months ago

Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights

Paper • 2506.16406 • Published Jun 19, 2025 • 130

AnimaX: Animating the Inanimate in 3D with Joint Video-Pose Diffusion Models

Paper • 2506.19851 • Published Jun 24, 2025 • 60

OmniGen2: Exploration to Advanced Multimodal Generation

Paper • 2506.18871 • Published Jun 23, 2025 • 78

upvoted a paper 8 months ago

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23, 2025 • 81

upvoted 6 papers 9 months ago

Delta Attention: Fast and Accurate Sparse Attention Inference by Delta Correction

Paper • 2505.11254 • Published May 16, 2025 • 48

System Prompt Optimization with Meta-Learning

Paper • 2505.09666 • Published May 14, 2025 • 71

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

Paper • 2504.20734 • Published Apr 29, 2025 • 61

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

Paper • 2502.08910 • Published Feb 13, 2025 • 148

Step1X-Edit: A Practical Framework for General Image Editing

Paper • 2504.17761 • Published Apr 24, 2025 • 92

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Paper • 2504.17192 • Published Apr 24, 2025 • 122

upvoted 3 papers 11 months ago

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

Paper • 2503.09669 • Published Mar 12, 2025 • 35

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

Paper • 2503.05179 • Published Mar 7, 2025 • 46

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

Paper • 2502.13449 • Published Feb 19, 2025 • 45

upvoted 4 papers 12 months ago

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Paper • 2502.11089 • Published Feb 16, 2025 • 167

LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization

Paper • 2502.13922 • Published Feb 19, 2025 • 27

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

Paper • 2502.12464 • Published Feb 18, 2025 • 28

Continuous Diffusion Model for Language Modeling

Paper • 2502.11564 • Published Feb 17, 2025 • 53