Byung-Kwan Lee

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upvoted a paper 8 days ago

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published 9 days ago • 39

upvoted 3 papers 9 days ago

R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing

Paper • 2505.21600 • Published 10 days ago • 68

Skywork Open Reasoner 1 Technical Report

Paper • 2505.22312 • Published 9 days ago • 52

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published 9 days ago • 116

upvoted 5 papers 11 days ago

Shifting AI Efficiency From Model-Centric to Data-Centric Compression

Paper • 2505.19147 • Published 12 days ago • 144

ARM: Adaptive Reasoning Model

Paper • 2505.20258 • Published 11 days ago • 43

Learning to Reason without External Rewards

Paper • 2505.19590 • Published 12 days ago • 26

Discrete Markov Bridge

Paper • 2505.19752 • Published 12 days ago • 17

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models

Paper • 2505.18536 • Published 14 days ago • 18

upvoted 8 papers 12 days ago

QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published 15 days ago • 85

PhyX: Does Your Model Have the "Wits" for Physical Reasoning?

Paper • 2505.15929 • Published 16 days ago • 48

Reasoning Model is Stubborn: Diagnosing Instruction Overriding in Reasoning Models

Paper • 2505.17225 • Published 15 days ago • 64

Large Language Models Implicitly Learn to See and Hear Just By Reading

Paper • 2505.17091 • Published 17 days ago • 5

Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning

Paper • 2505.16483 • Published 16 days ago • 10

VeriThinker: Learning to Verify Makes Reasoning Model Efficient

Paper • 2505.17941 • Published 14 days ago • 24

Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection

Paper • 2505.17558 • Published 15 days ago • 15

Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published 15 days ago • 77

upvoted a paper 13 days ago

NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Paper • 2505.16938 • Published 15 days ago • 115

upvoted a paper 14 days ago

Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models

Paper • 2505.14810 • Published 17 days ago • 60

upvoted a paper 15 days ago

KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models

Paper • 2505.16707 • Published 15 days ago • 42