Deep One-Class Crop Extraction Framework for Multi-Modal Remote Sensing Imagery. - Lei Lei; Xinyu Wang 003; Hengwei Zhao; Xin Hu; Chang Luo; Yanfei Zhong (IGARSS, 2021)

DOCC: Deep one-class crop classification via positive and unlabeled learning for multi-modal satellite imagery. - Lei Lei; Xinyu Wang 003; Yanfei Zhong; Hengwei Zhao; Xin Hu; Chang Luo (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Progressive Label Refinement-Based Distribution Adaptation Framework for Landslide Detection. - Hengwei Zhao; Junjue Wang; Yang Pan; Ailong Ma; Xinyu Wang 003; Yanfei Zhong (CDCEO@IJCAI, 2022)

Detecting pine wilt disease at the pixel level from high spatial and spectral resolution UAV-borne imagery in complex forest landscapes using deep one-class classification. - Jingtao Li; Xinyu Wang 003; Hengwei Zhao; Xin Hu; Yanfei Zhong (Int. J. Appl. Earth Obs. Geoinformation, 2022)

The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery. - Omid Ghorbanzadeh; Yonghao Xu; Hengwei Zhao; Junjue Wang; Yanfei Zhong; Dong Zhao; Qi Zang; Shuang Wang 001; Fahong Zhang 001; Yilei Shi; Xiao Xiang Zhu 001; Lin Bai; et al. (CoRR, 2022)

Learning One-Class Hyperspectral Classifier from Positive and Unlabeled Data for Low Proportion Target. - Hengwei Zhao; Yanfei Zhong; Xin He; Xinyu Wang 003; Hong Shu (CoRR, 2022)

The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection From Multisource Satellite Imagery. - Omid Ghorbanzadeh; Yonghao Xu; Hengwei Zhao; Junjue Wang; Yanfei Zhong; Dong Zhao; Qi Zang; Shuang Wang 001; Fahong Zhang 001; Yilei Shi; Xiao Xiang Zhu 001; Lin Bai; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Anomaly Segmentation for High-Resolution Remote Sensing Images Based on Pixel Descriptors. - Jingtao Li; Xinyu Wang 003; Hengwei Zhao; Shaoyu Wang 003; Yanfei Zhong (AAAI, 2023)

Class Prior-Free Positive-Unlabeled Learning with Taylor Variational Loss for Hyperspectral Remote Sensing Imagery. - Hengwei Zhao; Xinyu Wang 003; Jingtao Li; Yanfei Zhong (ICCV, 2023)

One-Step Detection Paradigm for Hyperspectral Anomaly Detection via Spectral Deviation Relationship Learning. - Jingtao Li; Xinyu Wang 003; Shaoyu Wang 003; Hengwei Zhao; Liangpei Zhang 001; Yanfei Zhong (CoRR, 2023)

A Unified Remote Sensing Anomaly Detector Across Modalities and Scenes via Deviation Relationship Learning. - Jingtao Li; Xinyu Wang 003; Hengwei Zhao; Liangpei Zhang 001; Yanfei Zhong (CoRR, 2023)

One-Class Risk Estimation for One-Class Hyperspectral Image Classification. - Hengwei Zhao; Yanfei Zhong; Xinyu Wang 003; Hong Shu (IEEE Trans. Geosci. Remote. Sens., 2023)

AnomalyCD: A benchmark for Earth anomaly change detection with high-resolution and time-series observations. - Jingtao Li; Qian Zhu; Xinyu Wang 003; Hengwei Zhao; Yanfei Zhong (CoRR, 2024)

One-Step Detection Paradigm for Hyperspectral Anomaly Detection via Spectral Deviation Relationship Learning. - Jingtao Li; Xinyu Wang 003; Shaoyu Wang 003; Hengwei Zhao; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2024)

Segmenting Remote Sensing Anomalies at Instance Level via Anomaly Map-Guided Adaptation. - Jingtao Li; Yanfei Zhong; Hengwei Zhao; Zhi Gao; Xinyu Wang 003 (IEEE Trans. Geosci. Remote. Sens., 2024)

PU-KBS: A Robust Positive and Unlabeled Learning Framework With Key Band Selection for One-Class Hyperspectral Image Classification. - Ziying Liu; Hengwei Zhao; Xinyu Wang 003; Shaoyu Wang 003; Jingtao Li; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2024)

Attention in Attention for Hyperspectral With High Spatial Resolution (H) Image Classification. - Ge Tang; Xinyu Wang 003; Hengwei Zhao; Xin Hu; Guang Jin; Yanfei Zhong (IEEE Trans. Geosci. Remote. Sens., 2024)

Learning a Cross-Modality Anomaly Detector for Remote Sensing Imagery. - Jingtao Li; Xinyu Wang 003; Hengwei Zhao; Yanfei Zhong (IEEE Trans. Image Process., 2024)

Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation. - Jihao Shi; Xiao Ding; Kai Xiong 002; Hengwei Zhao; Bing Qin 001; Ting Liu 001 (ACL (Findings), 2025)

Bridging Neural and Symbolic Reasoning: A Dual-System Framework for Interpretable Question Answering. - Jihao Shi; Xiao Ding; Hengwei Zhao; Ting Liu 001; Bing Qin 001 (ICASSP, 2025)

HOpenCls: Training Hyperspectral Image Open-Set Classifiers in Their Living Environments. - Hengwei Zhao; Xinyu Wang 003; Zhuo Zheng; Jingtao Li; Yanfei Zhong (CoRR, 2025)

Final: Combining First-Order Logic With Natural Logic for Question Answering. - Jihao Shi; Xiao Ding; Siu Cheung Hui; Yuxiong Yan; Hengwei Zhao; Ting Liu 001; Bing Qin 001 (IEEE Trans. Knowl. Data Eng., 2025)