Wonbin Lee

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upvoted a paper about 19 hours ago

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory

Paper • 2608.07169 • Published 5 days ago • 32

upvoted a paper 2 months ago

TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration

Paper • 2606.04743 • Published Jun 3 • 47

upvoted a paper 3 months ago

PREPING: Building Agent Memory without Tasks

Paper • 2605.13880 • Published May 11 • 28

upvoted 2 papers 5 months ago

T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search

Paper • 2603.22341 • Published Mar 21 • 37

MA-EgoQA: Question Answering over Egocentric Videos from Multiple Embodied Agents

Paper • 2603.09827 • Published Mar 10 • 30

upvoted 2 papers 6 months ago

MolHIT: Advancing Molecular-Graph Generation with Hierarchical Discrete Diffusion Models

Paper • 2602.17602 • Published Feb 19 • 56

THINKSAFE: Self-Generated Safety Alignment for Reasoning Models

Paper • 2601.23143 • Published Jan 30 • 39

upvoted a paper about 1 year ago

System Prompt Optimization with Meta-Learning

Paper • 2505.09666 • Published May 14, 2025 • 72

upvoted 10 papers over 1 year ago

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

Paper • 2504.20734 • Published Apr 29, 2025 • 62

Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning

Paper • 2504.17192 • Published Apr 24, 2025 • 124

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

Paper • 2504.04718 • Published Apr 7, 2025 • 43

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

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

Paper • 2502.13449 • Published Feb 19, 2025 • 44

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

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

Paper • 2502.08910 • Published Feb 13, 2025 • 149