Roman Shevchuk

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upvoted 3 papers 8 days ago

AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks

Paper • 2609.38288 • Published 10 days ago • 143

MaLiang-Harness: A Programmable Path to Image and Video Generation

Paper • 2609.34309 • Published 11 days ago • 413

The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation

Paper • 2609.36484 • Published 10 days ago • 582

upvoted a paper 16 days ago

LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence

Paper • 2609.17488 • Published 24 days ago • 817

upvoted a paper about 2 months ago

FACET: Preserving Source Intent and Executable State in Terminal Task Synthesis

Paper • 2608.18580 • Published Aug 19 • 96