Stable-DiffCoder: Pushing the Frontier of Code Diffusion Large Language Model Paper • 2601.15892 • Published 4 days ago • 47
Advances and Frontiers of LLM-based Issue Resolution in Software Engineering: A Comprehensive Survey Paper • 2601.11655 • Published 11 days ago • 59
Toward Efficient Agents: Memory, Tool learning, and Planning Paper • 2601.14192 • Published 6 days ago • 49
Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning Paper • 2601.09667 • Published 12 days ago • 82
OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment Paper • 2601.01576 • Published 22 days ago • 18
VA-π: Variational Policy Alignment for Pixel-Aware Autoregressive Generation Paper • 2512.19680 • Published Dec 22, 2025 • 11
VA-π: Variational Policy Alignment for Pixel-Aware Autoregressive Generation Paper • 2512.19680 • Published Dec 22, 2025 • 11
GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators Paper • 2512.19682 • Published Dec 22, 2025 • 17
Achieving Olympia-Level Geometry Large Language Model Agent via Complexity Boosting Reinforcement Learning Paper • 2512.10534 • Published Dec 11, 2025 • 32
Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving Paper • 2512.10739 • Published Dec 11, 2025 • 47