Capformer: Pure Transformer for Remote Sensing Image Caption. - Junjue Wang; Zihang Chen 001; Ailong Ma; Yanfei Zhong (IGARSS, 2022)

TypeFormer: Multiscale Transformer With Type Controller for Remote Sensing Image Caption. - Zihang Chen 001; Junjue Wang; Ailong Ma; Yanfei Zhong (IEEE Geosci. Remote. Sens. Lett., 2022)

EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering. - Junjue Wang; Zhuo Zheng; Zihang Chen 001; Ailong Ma; Yanfei Zhong (AAAI, 2024)

Decoupling Features for Remote Sensing Missing Modality Learning. - Yiheng Zhou; Ailong Ma; Junjue Wang; Zihang Chen 001; Yanfei Zhong (IGARSS, 2024)

DynamicVL: Benchmarking Multimodal Large Language Models for Dynamic City Understanding. - Weihao Xuan; Junjue Wang; Heli Qi; Zihang Chen 001; Zhuo Zheng; Yanfei Zhong; Junshi Xia; Naoto Yokoya (CoRR, 2025)