X-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests Paper • 2601.06953 • Published Jan 11 • 45
See Less, See Right: Bi-directional Perceptual Shaping For Multimodal Reasoning Paper • 2512.22120 • Published Dec 26, 2025 • 15
From Denoising to Refining: A Corrective Framework for Vision-Language Diffusion Model Paper • 2510.19871 • Published Oct 22, 2025 • 30
Generative Universal Verifier as Multimodal Meta-Reasoner Paper • 2510.13804 • Published Oct 15, 2025 • 27
Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR Paper • 2508.14029 • Published Aug 19, 2025 • 119
