Min Lee

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upvoted 4 papers 3 months ago

SINQ: Sinkhorn-Normalized Quantization for Calibration-Free Low-Precision LLM Weights

Paper • 2509.22944 • Published Sep 26, 2025 • 79

SPARK: Synergistic Policy And Reward Co-Evolving Framework

Paper • 2509.22624 • Published Sep 26, 2025 • 17

PhysCtrl: Generative Physics for Controllable and Physics-Grounded Video Generation

Paper • 2509.20358 • Published Sep 24, 2025 • 14

ExGRPO: Learning to Reason from Experience

Paper • 2510.02245 • Published Oct 2, 2025 • 80

upvoted 4 papers 4 months ago

LLaSO: A Foundational Framework for Reproducible Research in Large Language and Speech Model

Paper • 2508.15418 • Published Aug 21, 2025 • 8

GR-3 Technical Report

Paper • 2507.15493 • Published Jul 21, 2025 • 47

Einstein Fields: A Neural Perspective To Computational General Relativity

Paper • 2507.11589 • Published Jul 15, 2025 • 9

Reasoning over Boundaries: Enhancing Specification Alignment via Test-time Delibration

Paper • 2509.14760 • Published Sep 18, 2025 • 53

upvoted 9 papers 7 months ago

Visual Agentic Reinforcement Fine-Tuning

Paper • 2505.14246 • Published May 20, 2025 • 32

Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks

Paper • 2505.00234 • Published May 1, 2025 • 26

The Aloe Family Recipe for Open and Specialized Healthcare LLMs

Paper • 2505.04388 • Published May 7, 2025 • 26

Scalable Chain of Thoughts via Elastic Reasoning

Paper • 2505.05315 • Published May 8, 2025 • 26

R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning

Paper • 2505.02835 • Published May 5, 2025 • 28

UniVLA: Learning to Act Anywhere with Task-centric Latent Actions

Paper • 2505.06111 • Published May 9, 2025 • 25

FlexiAct: Towards Flexible Action Control in Heterogeneous Scenarios

Paper • 2505.03730 • Published May 6, 2025 • 28

REFINE-AF: A Task-Agnostic Framework to Align Language Models via Self-Generated Instructions using Reinforcement Learning from Automated Feedback

Paper • 2505.06548 • Published May 10, 2025 • 30

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

Paper • 2505.14810 • Published May 20, 2025 • 62