Papers

• MAP: A Map-then-Act Paradigm for Long-Horizon Interactive Agent Reasoning (2026)
  Yuxin Liu et al.
  1.89
• Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think (2025)
  Liang Chen et al.
  1.28
• AlphaApollo: Orchestrating Foundation Models and Professional Tools into a Self-Evolving System for Deep Agentic Reasoning (2025)
  Zhanke Zhou et al.
  1.28
• Flow Map Distillation Without Data (2025)
  Shangyuan Tong et al.
  1.28
• LSceneLLM: Enhancing Large 3D Scene Understanding Using Adaptive Visual Preferences (2024)
  Hongyan Zhi et al.
  —
• MapQaTor: A System for Efficient Annotation of Map Query Datasets (2024)
  Mahir Labib Dihan et al.
  —
• MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models (2024)
  Mahir Labib Dihan et al.
  —