DPGN: Distribution Propagation Graph Network for Few-Shot Learning. - Ling Yang 006; Liangliang Li; Zilun Zhang; Xinyu Zhou; Erjin Zhou; Yu Liu (CVPR, 2020)

Will Multi-modal Data Improves Few-shot Learning? - Zilun Zhang; Shihao Ma; Yichun Zhang (CoRR, 2021)

Injecting Image Details into CLIP's Feature Space. - Zilun Zhang; Cuifeng Shen; Yuan Shen; Huixin Xiong; Xinyu Zhou (CoRR, 2022)

Introducing Vision Transformer for Alzheimer's Disease classification task with 3D input. - Zilun Zhang; Farzad Khalvati (CoRR, 2022)

RS5M: A Large Scale Vision-Language Dataset for Remote Sensing Vision-Language Foundation Model. - Zilun Zhang; Tiancheng Zhao; Yulong Guo; Jianwei Yin (CoRR, 2023)

A Novel Geo-Localization Method for UAV and Satellite Images Using Cross-View Consistent Attention. - Zhuofan Cui; Pengwei Zhou; Xiaolong Wang 013; Zilun Zhang; Yingxuan Li; Hongbo Li; Yu Zhang 018 (Remote. Sens., 2023)

Top-k Collective Spatial Keyword Approximate Query. - Xiangfu Meng; Zilun Zhang; Shuolin Cui; Hongjin Huo (WISA, 2024)

Methods for Monitoring the Photovoltaic Panel: A Review. - Yongheng Shang; Haiyu He; Zilun Zhang; Xiaoyu Zhang; Zhengwei Shen; Jianwei Yin; Xiaoye Miao; JunHan (Agro-Geoinformatics, 2024)

Preserving Knowledge in Large Language Model with Model-Agnostic Self-Decompression. - Zilun Zhang; Yutao Sun; Tiancheng Zhao; Leigang Sha; Ruochen Xu; Kyusong Lee; Jianwei Yin (CoRR, 2024)

Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAG. - Zilun Zhang; Haozhan Shen; Tiancheng Zhao; Yuhao Wang; Bin Chen; Yuxiang Cai; Yongheng Shang; Jianwei Yin (CoRR, 2024)

ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration. - Haozhan Shen; Kangjia Zhao; Tiancheng Zhao; Ruochen Xu; Zilun Zhang; Mingwei Zhu; Jianwei Yin (CoRR, 2024)

RS5M and GeoRSCLIP: A Large-Scale Vision- Language Dataset and a Large Vision-Language Model for Remote Sensing. - Zilun Zhang; Tiancheng Zhao; Yulong Guo; Jianwei Yin (IEEE Trans. Geosci. Remote. Sens., 2024)

The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding? - Yutao Sun; Mingshuai Chen; Tiancheng Zhao; Ruochen Xu; Zilun Zhang; Jianwei Yin (ACL (Findings), 2025)

SRMF: A Data Augmentation and Multimodal Fusion Approach for Long-Tail UHR Satellite Image Segmentation. - Yulong Guo; Zilun Zhang; Yongheng Shang; Tiancheng Zhao; Shuiguang Deng; Yingchun Yang; Jianwei Yin (IEEE Trans. Geosci. Remote. Sens., 2025)

GeoRSMLLM: A Multimodal Large Language Model for Vision-Language Tasks in Geoscience and Remote Sensing. - Zilun Zhang; Haozhan Shen; Tiancheng Zhao; Bin Chen; Zian Guan; Yuhao Wang; Xu Jia; Yuxiang Cai; Yongheng Shang; Jianwei Yin (CoRR, 2025)

VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model. - Haozhan Shen; Peng Liu; Jingcheng Li; Chunxin Fang; Yibo Ma; Jiajia Liao; Qiaoli Shen; Zilun Zhang; Kangjia Zhao; Qianqian Zhang; Ruochen Xu; Tiancheng Zhao (CoRR, 2025)