Kun Wan

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upvoted a paper about 10 hours ago

When Does Multi-Agent RL Improve LLM Workflows? Workflow, Scale, and Policy-Sharing Tradeoffs

Paper • 2605.24202 • Published 12 days ago • 13

authored a paper 8 months ago

Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play

Paper • 2509.25541 • Published Sep 29, 2025 • 142

upvoted a paper 8 months ago

Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play

Paper • 2509.25541 • Published Sep 29, 2025 • 142

authored 2 papers 8 months ago

Give Me FP32 or Give Me Death? Challenges and Solutions for Reproducible Reasoning

Paper • 2506.09501 • Published Jun 11, 2025 • 20

EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning

Paper • 2509.22576 • Published Sep 26, 2025 • 137

upvoted a paper 8 months ago

EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning

Paper • 2509.22576 • Published Sep 26, 2025 • 137

authored 3 papers about 1 year ago

DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision

Paper • 2312.16256 • Published Dec 26, 2023 • 18

Treat Visual Tokens as Text? But Your MLLM Only Needs Fewer Efforts to See

Paper • 2410.06169 • Published Oct 8, 2024

Prompt-Guided Mask Proposal for Two-Stage Open-Vocabulary Segmentation

Paper • 2412.10292 • Published Dec 13, 2024

upvoted a paper about 1 year ago

DUMP: Automated Distribution-Level Curriculum Learning for RL-based LLM Post-training

Paper • 2504.09710 • Published Apr 13, 2025 • 19