lee dong ryeol

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upvoted a paper 5 days ago

Believe Your Model: Distribution-Guided Confidence Calibration

Paper • 2603.03872 • Published 10 days ago • 36

upvoted a paper 8 days ago

SageBwd: A Trainable Low-bit Attention

Paper • 2603.02170 • Published 12 days ago • 17

upvoted 2 papers 10 days ago

Qwen3-Coder-Next Technical Report

Paper • 2603.00729 • Published 14 days ago • 47

Next Embedding Prediction Makes World Models Stronger

Paper • 2603.02765 • Published 11 days ago • 19

upvoted a paper 12 days ago

dLLM: Simple Diffusion Language Modeling

Paper • 2602.22661 • Published 17 days ago • 128

upvoted a paper 18 days ago

The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

Paper • 2506.06941 • Published Jun 7, 2025 • 16

upvoted a paper 30 days ago

PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning

Paper • 2601.05593 • Published Jan 9 • 86

upvoted 7 papers about 1 month ago

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Paper • 2602.05400 • Published Feb 5 • 347

Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

Paper • 2602.08222 • Published Feb 9 • 282

ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas

Paper • 2601.21558 • Published Jan 29 • 59

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

Paper • 2601.22975 • Published Jan 30 • 109

Scaling Embeddings Outperforms Scaling Experts in Language Models

Paper • 2601.21204 • Published Jan 29 • 102

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

Paper • 2601.18491 • Published Jan 26 • 125

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

Paper • 2601.17058 • Published Jan 22 • 190

upvoted 5 papers about 2 months ago

LongCat-Flash-Thinking-2601 Technical Report

Paper • 2601.16725 • Published Jan 23 • 178

Agentic-R: Learning to Retrieve for Agentic Search

Paper • 2601.11888 • Published Jan 17 • 19

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

Paper • 2601.14251 • Published Jan 20 • 26

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

Paper • 2601.10156 • Published Jan 15 • 26

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

Paper • 2601.08430 • Published Jan 13 • 60

upvoted a paper 2 months ago

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

Paper • 2601.05432 • Published Jan 8 • 169