agent-based reasoning 1cross-modal inconsistency 1multimodal learning 1reinforcement learning 1tool-augmented retrieval 1urban analytics 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.AI2026
Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling
Xixuan Hao, Yutian Jiang, Jiabo Liu +4
The paper introduces UrbanAgent, a multi‑agent system that treats urban region profiling as a reasoning task, using separate agents for each data modality and tool‑augmented eviden…
cs.CV2026
Geospatial Representation Learning: A Survey from Deep Learning to The LLM Era
Xixuan Hao, Yutian Jiang, Xingchen Zou +6
The ability to transform location-centric geospatial data into meaningful computational representations has become fundamental to modern spatial analysis and decision-making. Geosp…
eess.IV2025
CLIPPan: Adapting CLIP as A Supervisor for Unsupervised Pansharpening
Lihua Jian, Jiabo Liu, Shaowu Wu +1
Despite remarkable advancements in supervised pansharpening neural networks, these methods face domain adaptation challenges of resolution due to the intrinsic disparity between si…