lee dong ryeol

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upvoted a paper 4 days ago

ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas

Paper • 2601.21558 • Published 11 days ago • 58

upvoted a paper 6 days ago

Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text

Paper • 2601.22975 • Published 10 days ago • 87

liked a model 6 days ago

stepfun-ai/Step-3.5-Flash

Text Generation • 199B • Updated 2 days ago • 105k • 532

upvoted a paper 9 days ago

Scaling Embeddings Outperforms Scaling Experts in Language Models

Paper • 2601.21204 • Published 11 days ago • 97

upvoted 2 papers 11 days ago

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

Paper • 2601.18491 • Published 14 days ago • 122

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

Paper • 2601.17058 • Published 18 days ago • 186

upvoted 5 papers 14 days ago

LongCat-Flash-Thinking-2601 Technical Report

Paper • 2601.16725 • Published 17 days ago • 175

Agentic-R: Learning to Retrieve for Agentic Search

Paper • 2601.11888 • Published 23 days ago • 19

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

Paper • 2601.14251 • Published 19 days ago • 24

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

Paper • 2601.10156 • Published 25 days ago • 26

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

Paper • 2601.08430 • Published 27 days ago • 58

liked a model 19 days ago

zai-org/GLM-4.7-Flash

Text Generation • 31B • Updated 11 days ago • 1.29M • • 1.46k

upvoted 2 papers 27 days ago

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

Paper • 2601.05432 • Published Jan 8 • 166

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

Paper • 2601.05808 • Published about 1 month ago • 36

upvoted a paper 28 days ago

Token-Level LLM Collaboration via FusionRoute

Paper • 2601.05106 • Published Jan 8 • 40

upvoted a paper about 1 month ago

MiMo-V2-Flash Technical Report

Paper • 2601.02780 • Published Jan 6 • 34

liked a model about 1 month ago

MiniMaxAI/MiniMax-M2.1

Text Generation • 229B • Updated 12 days ago • 84.5k • • 1.24k

upvoted 3 papers about 1 month ago

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

Paper • 2512.23447 • Published Dec 29, 2025 • 98

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

Paper • 2512.24617 • Published Dec 31, 2025 • 64

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

Paper • 2512.23959 • Published Dec 30, 2025 • 112