Yan Ma PRO

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authored a paper 3 months ago

What Does Vision Tool-Use Reinforcement Learning Really Learn? Disentangling Tool-Induced and Intrinsic Effects for Crop-and-Zoom

Paper • 2602.01334 • Published Feb 1 • 3

authored a paper 8 months ago

Visual Programmability: A Guide for Code-as-Thought in Chart Understanding

Paper • 2509.09286 • Published Sep 11, 2025 • 11

authored a paper 10 months ago

Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers

Paper • 2506.23918 • Published Jun 30, 2025 • 90

authored 7 papers 11 months ago

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Paper • 2506.13585 • Published Jun 16, 2025 • 275

One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62

Thinking with Generated Images

Paper • 2505.22525 • Published May 28, 2025 • 15

Weak-to-Strong Reasoning

Paper • 2407.13647 • Published Jul 18, 2024

ANOLE: An Open, Autoregressive, Native Large Multimodal Models for Interleaved Image-Text Generation

Paper • 2407.06135 • Published Jul 8, 2024 • 22

OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI

Paper • 2406.12753 • Published Jun 18, 2024 • 17

Generative AI Act II: Test Time Scaling Drives Cognition Engineering

Paper • 2504.13828 • Published Apr 18, 2025 • 18

authored a paper about 1 year ago

Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme

Paper • 2504.02587 • Published Apr 3, 2025 • 32

authored a paper almost 2 years ago

MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation

Paper • 2406.05690 • Published Jun 9, 2024