Code2World: A GUI World Model via Renderable Code Generation Paper • 2602.09856 • Published 10 days ago • 189
Controlled Self-Evolution for Algorithmic Code Optimization Paper • 2601.07348 • Published Jan 12 • 114
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published Dec 30, 2025 • 112
Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs Paper • 2601.08763 • Published Jan 13 • 148
TopoDIM: One-shot Topology Generation of Diverse Interaction Modes for Multi-Agent Systems Paper • 2601.10120 • Published Jan 15 • 1