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upvoted a paper 4 days ago

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning

Paper • 2608.05139 • Published 5 days ago • 26

upvoted a paper 5 days ago

PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents

Paper • 2608.04003 • Published 6 days ago • 33

upvoted a paper about 2 months ago

PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models

Paper • 2606.19534 • Published Jun 17 • 65

upvoted a paper 2 months ago

OmniVerifier-M1: Multimodal Meta-Verifier with Explicit Structured Recalibration

Paper • 2605.28805 • Published May 27 • 11

upvoted a paper 5 months ago

OpenClaw-RL: Train Any Agent Simply by Talking

Paper • 2603.10165 • Published Mar 10 • 158

upvoted a paper 6 months ago

RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System

Paper • 2602.02488 • Published Feb 2 • 36

upvoted a paper 8 months ago

GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators

Paper • 2512.19682 • Published Dec 22, 2025 • 19

upvoted 2 papers 9 months ago

Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published Nov 25, 2025 • 130

MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation

Paper • 2511.09611 • Published Nov 12, 2025 • 72

upvoted a paper 10 months ago

Demystifying Reinforcement Learning in Agentic Reasoning

Paper • 2510.11701 • Published Oct 13, 2025 • 34

upvoted a collection 11 months ago

TraDo Series

Collection

SOTA Diffusion Large Language Models • 5 items • Updated Sep 11, 2025 • 14

upvoted a paper 11 months ago

Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models

Paper • 2509.06949 • Published Sep 8, 2025 • 57

upvoted 3 papers about 1 year ago

ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs

Paper • 2506.18896 • Published Jun 23, 2025 • 29

Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning

Paper • 2506.03136 • Published Jun 3, 2025 • 25

MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21, 2025 • 99

upvoted 5 papers over 1 year ago

Training-free Diffusion Acceleration with Bottleneck Sampling

Paper • 2503.18940 • Published Mar 24, 2025 • 12

Temporal Consistency for LLM Reasoning Process Error Identification

Paper • 2503.14495 • Published Mar 18, 2025 • 11

WideRange4D: Enabling High-Quality 4D Reconstruction with Wide-Range Movements and Scenes

Paper • 2503.13435 • Published Mar 17, 2025 • 18

HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation

Paper • 2502.12148 • Published Feb 17, 2025 • 17

Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening

Paper • 2502.12146 • Published Feb 17, 2025 • 16