lee dong ryeol

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upvoted 2 papers 1 day ago

AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security

Paper • 2601.18491 • Published 4 days ago • 116

Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs

Paper • 2601.17058 • Published 8 days ago • 176

upvoted 5 papers 5 days ago

LongCat-Flash-Thinking-2601 Technical Report

Paper • 2601.16725 • Published 7 days ago • 163

Agentic-R: Learning to Retrieve for Agentic Search

Paper • 2601.11888 • Published 14 days ago • 19

LightOnOCR: A 1B End-to-End Multilingual Vision-Language Model for State-of-the-Art OCR

Paper • 2601.14251 • Published 10 days ago • 23

ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback

Paper • 2601.10156 • Published 16 days ago • 26

RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation

Paper • 2601.08430 • Published 17 days ago • 58

upvoted 2 papers 17 days ago

Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization

Paper • 2601.05432 • Published 22 days ago • 164

EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis

Paper • 2601.05808 • Published 21 days ago • 36

upvoted a paper 19 days ago

Token-Level LLM Collaboration via FusionRoute

Paper • 2601.05106 • Published 22 days ago • 39

upvoted a paper 23 days ago

MiMo-V2-Flash Technical Report

Paper • 2601.02780 • Published 25 days ago • 33

upvoted 3 papers 26 days ago

Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss

Paper • 2512.23447 • Published Dec 29, 2025 • 97

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published about 1 month ago • 63

Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling

Paper • 2512.23959 • Published Dec 30, 2025 • 111

upvoted 6 papers about 1 month ago

F2LLM Technical Report: Matching SOTA Embedding Performance with 6 Million Open-Source Data

Paper • 2510.02294 • Published Oct 2, 2025 • 46

C2LLM Technical Report: A New Frontier in Code Retrieval via Adaptive Cross-Attention Pooling

Paper • 2512.21332 • Published Dec 24, 2025 • 16

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published Dec 18, 2025 • 214

QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation

Paper • 2512.19134 • Published Dec 22, 2025 • 32

Are We on the Right Way to Assessing LLM-as-a-Judge?

Paper • 2512.16041 • Published Dec 17, 2025 • 34

QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management

Paper • 2512.12967 • Published Dec 15, 2025 • 108