Zhen-Xiang Ma

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upvoted a paper 7 months ago

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning

Paper • 2512.07461 • Published Dec 8, 2025 • 80

upvoted a collection about 1 year ago

Describe Anything

Collection

Multimodal Large Language Models for Detailed Localized Image and Video Captioning • 7 items • Updated 4 days ago • 63

upvoted 3 papers about 1 year ago

RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling

Paper • 2506.08672 • Published Jun 10, 2025 • 30

Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space

Paper • 2505.13308 • Published May 19, 2025 • 27

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

Paper • 2505.03335 • Published May 6, 2025 • 191