Young-Jun Lee PRO

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upvoted a paper 1 day ago

CRAG-MM: Multi-modal Multi-turn Comprehensive RAG Benchmark

Paper • 2510.26160 • Published 4 days ago • 4

upvoted a paper 3 days ago

JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence

Paper • 2510.23538 • Published 6 days ago • 91

upvoted a paper 6 days ago

Reasoning with Sampling: Your Base Model is Smarter Than You Think

Paper • 2510.14901 • Published 17 days ago • 44

upvoted a paper 11 days ago

Unified Reinforcement and Imitation Learning for Vision-Language Models

Paper • 2510.19307 • Published 12 days ago • 26

upvoted a paper 12 days ago

A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning

Paper • 2510.15444 • Published 17 days ago • 144

upvoted a paper 13 days ago

MultiVerse: A Multi-Turn Conversation Benchmark for Evaluating Large Vision and Language Models

Paper • 2510.16641 • Published 15 days ago • 4

upvoted a paper 24 days ago

When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs

Paper • 2510.07499 • Published 25 days ago • 48

upvoted 3 papers 25 days ago

Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval and Synthesis for SLMs

Paper • 2509.24107 • Published Sep 28 • 76

TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning

Paper • 2510.06217 • Published 26 days ago • 62

Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published 27 days ago • 462

upvoted 10 papers about 1 month ago

ACON: Optimizing Context Compression for Long-horizon LLM Agents

Paper • 2510.00615 • Published Oct 1 • 31

ScaleDiff: Scaling Difficult Problems for Advanced Mathematical Reasoning

Paper • 2509.21070 • Published Sep 25 • 9

Thinking Augmented Pre-training

Paper • 2509.20186 • Published Sep 24 • 23

VCRL: Variance-based Curriculum Reinforcement Learning for Large Language Models

Paper • 2509.19803 • Published Sep 24 • 117

SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines

Paper • 2509.21320 • Published Sep 25 • 99

Soft Tokens, Hard Truths

Paper • 2509.19170 • Published Sep 23 • 15

What Characterizes Effective Reasoning? Revisiting Length, Review, and Structure of CoT

Paper • 2509.19284 • Published Sep 23 • 22

MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe

Paper • 2509.18154 • Published Sep 16 • 49

Reinforcement Learning on Pre-Training Data

Paper • 2509.19249 • Published Sep 23 • 67

EpiCache: Episodic KV Cache Management for Long Conversational Question Answering

Paper • 2509.17396 • Published Sep 22 • 19