Rui Liu

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upvoted a paper 22 days ago

Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning

Paper • 2512.15687 • Published 22 days ago • 18

upvoted a paper 28 days ago

MotionEdit: Benchmarking and Learning Motion-Centric Image Editing

Paper • 2512.10284 • Published 29 days ago • 25

upvoted a paper about 2 months ago

VisPlay: Self-Evolving Vision-Language Models from Images

Paper • 2511.15661 • Published Nov 19, 2025 • 42

upvoted 2 papers 3 months ago

StatEval: A Comprehensive Benchmark for Large Language Models in Statistics

Paper • 2510.09517 • Published Oct 10, 2025 • 6

VOGUE: Guiding Exploration with Visual Uncertainty Improves Multimodal Reasoning

Paper • 2510.01444 • Published Oct 1, 2025 • 19

upvoted 4 papers 4 months ago

Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation

Paper • 2509.15194 • Published Sep 18, 2025 • 33

CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models

Paper • 2509.09675 • Published Sep 11, 2025 • 28

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 101

Self-Rewarding Vision-Language Model via Reasoning Decomposition

Paper • 2508.19652 • Published Aug 27, 2025 • 84

upvoted a paper 6 months ago

R1-RE: Cross-Domain Relationship Extraction with RLVR

Paper • 2507.04642 • Published Jul 7, 2025 • 6