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
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
Thinking with Programming Vision: Towards a Unified View for Thinking with Images Paper • 2512.03746 • Published Dec 3, 2025 • 17
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published Dec 2, 2025 • 253
Flash-DMD: Towards High-Fidelity Few-Step Image Generation with Efficient Distillation and Joint Reinforcement Learning Paper • 2511.20549 • Published Nov 25, 2025 • 26
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 294
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer Paper • 2511.22699 • Published Nov 27, 2025 • 229