Byung-Kwan Lee

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upvoted a paper about 5 hours ago

Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Paper • 2504.16656 • Published 6 days ago • 43

upvoted a paper 5 days ago

I-Con: A Unifying Framework for Representation Learning

Paper • 2504.16929 • Published 5 days ago • 28

upvoted 2 papers 6 days ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published 6 days ago • 92

Eagle 2.5: Boosting Long-Context Post-Training for Frontier Vision-Language Models

Paper • 2504.15271 • Published 7 days ago • 64

upvoted 3 papers 8 days ago

Could Thinking Multilingually Empower LLM Reasoning?

Paper • 2504.11833 • Published 13 days ago • 27

MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space

Paper • 2504.13835 • Published 10 days ago • 36

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published 10 days ago • 113

upvoted 10 papers 11 days ago

CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training

Paper • 2504.13161 • Published 11 days ago • 87

Antidistillation Sampling

Paper • 2504.13146 • Published 11 days ago • 59

Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning

Paper • 2504.11409 • Published 13 days ago • 10

VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge

Paper • 2504.10342 • Published 14 days ago • 11

The Scalability of Simplicity: Empirical Analysis of Vision-Language Learning with a Single Transformer

Paper • 2504.10462 • Published 14 days ago • 15

xVerify: Efficient Answer Verifier for Reasoning Model Evaluations

Paper • 2504.10481 • Published 14 days ago • 84

Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning

Paper • 2504.08672 • Published 17 days ago • 54

How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients

Paper • 2504.10766 • Published 14 days ago • 39

SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models

Paper • 2504.11468 • Published 18 days ago • 28

BitNet b1.58 2B4T Technical Report

Paper • 2504.12285 • Published 12 days ago • 67

upvoted a paper 14 days ago

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Paper • 2504.10479 • Published 14 days ago • 249

upvoted 2 papers 18 days ago

Kimi-VL Technical Report

Paper • 2504.07491 • Published 19 days ago • 122

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

Paper • 2504.07934 • Published 18 days ago • 18