| 2026 | AAAI | Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing. | Xuyang Li, Chenyu Li, Danfeng Hong |
| 2026 | WACV | Foundation Models for Phenotyping Segmentation of Wheat Stripe Rust Resistance from UAV Hyperspectral Images. | Jie Deng, Tailai Chen, Chenyu Li, Danfeng Hong |
| 2025 | CVPR | Dynamic State-Control Modeling for Generalized Remote Sensing Image Super-Resolution. | Chenyu Li, Zhaojie Pan, Danfeng Hong |
| 2024 | CVPR | S2MAE: A Spatial-Spectral Pretraining Foundation Model for Spectral Remote Sensing Data. | Xuyang Li, Danfeng Hong, Jocelyn Chanussot |
| 2024 | CVPR | Revisiting Spatial-Frequency Information Integration from a Hierarchical Perspective for Panchromatic and Multi-Spectral Image Fusion. | Jiangtong Tan, Jie Huang, Naishan Zheng, Man Zhou, Keyu Yan, Danfeng Hong, Feng Zhao |
| 2024 | IGARSS | Dual-Branch PolSAR Image Classification Based On Graphmae And Local Feature Extraction. | Yuchen Wang, Ziyi Guo, Haixia Bi, Danfeng Hong, Chen Xu |
| 2023 | IGARSS | Noise-Tolerant Unsupervised Classification for PolSAR Images Via Deep Clustering And Markov Random Field. | Sihan Yang, Haixia Bi, Xiaotian Wang, Danfeng Hong |
| 2022 | IGARSS | Multimodal Hyperspectral Unmixing via Attention Networks. | Zhu Han, Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Jocelyn Chanussot |
| 2022 | IGARSS | Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification. | Jing Yao, Danfeng Hong, Lianru Gao, Jocelyn Chanussot |
| 2021 | CIKM | Change Detection for Hyperspectral Imagery Based on Multi-layer Cascade Screening Strategy. | Lian Liu, Danfeng Hong, Lianru Gao |
| 2021 | IGARSS | Dual-Stream High Resolution Network for Multi-Source Remote Sensing Image Segmentation. | Bo Ren, Shibin Ma, Biao Hou, Danfeng Hong |
| 2021 | IGARSS | EvoNAS: Evolvable Neural Architecture Search for Hyperspectral Unmixing. | Zhu Han, Danfeng Hong, Lianru Gao, Jocelyn Chanussot, Bing Zhang |
| 2021 | IGARSS | An Overview of Multimodal Remote Sensing Data Fusion: From Image to Feature, From Shallow to Deep. | Danfeng Hong, Jocelyn Chanussot, Xiao Xiang Zhu |
| 2021 | IGARSS | Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction. | Danfeng Hong, Xin Wu, Jing Yao, Lianru Gao, Bing Zhang, Jocelyn Chanussot |
| 2020 | ECCV | Guided Deep Decoder: Unsupervised Image Pair Fusion. | Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He |
| 2020 | ECCV | Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution. | Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu |
| 2020 | IGARSS | Unsupervised Hyperspectral Embedding by Learning a Deep Regression Network. | Danfeng Hong, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu |
| 2020 | IGARSS | Locally Linear Reconstruction for Spectral Enhancement Using Limited Pixel-to-Pixel Multispectral and Hyperspectral Data. | Danfeng Hong, Jing Yao, Renlong Hang, Jocelyn Chanussot |
| 2019 | IGARSS | LW-ODF: A Light-Weight Object Detection Framework for Optical Remote Sensing Imagery. | Xin Wu, Danfeng Hong, Pedram Ghamisi, Wei Li, Ran Tao |
| 2019 | IGARSS | A Weakly-Supervised Deep Network for DSM-Aided Vehicle Detection. | Xin Wu, Danfeng Hong, Jiaojiao Tian, Ralph Kiefl, Ran Tao |
| 2019 | IGARSS | WU-Net: A Weakly-Supervised Unmixing Network for Remotely Sensed Hyperspectral Imagery. | Danfeng Hong, Jocelyn Chanussot, Naoto Yokoya, Uta Heiden, Wieke Heldens, Xiao Xiang Zhu |
| 2019 | IGARSS | A Topological Data Analysis Guided Fusion Algorithm: Mapper-Regularized Manifold Alignment. | Jingliang Hu, Danfeng Hong, Yuanyuan Wang, Xiao Xiang Zhu |
| 2018 | ECCV | Joint and Progressive Learning from High-Dimensional Data for Multi-label Classification. | Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu |
| 2017 | ICIP | Learning a low-coherence dictionary to address spectral variability for hyperspectral unmixing. | Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiao Xiang Zhu |
| 2016 | IGARSS | Local manifold learning with robust neighbors selection for hyperspectral dimensionality reduction. | Danfeng Hong, Naoto Yokoya, Xiao Xiang Zhu |