Is Spurious Correlation Removal Always Learnable?

Ruifan Zhang

Yibo Zhou Bo Li 0006 Hai-Miao Hu Hanzi Wang Xiaokang Zhang Ruifan Zhang Is Spurious Correlation Removal Always Learnable? 2026 June abs/2606.12930 CoRR https://doi.org/10.48550/arXiv.2606.12930 db/journals/corr/corr2606.html#abs-2606-12930 streams/journals/corr

Wenkai Yan Yikun Liu Mingsong Li Ruifan Zhang Gongping Yang 0001 Laplacian Pyramid Network With Hybrid Encoder and Edge Guidance for Remote Sensing Change Detection. 160-175 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2024.3491762 db/journals/staeors/staeors18.html#YanLLZY25 streams/journals/staeors

Yurui Liu Huaizhuo Liu Ruifan Zhang Zhenglin Tang Hai-Miao Hu Consistency Preserved Nonuniform Scattering Removal for Wide-Swath Remote Sensing Images. 15427-15441 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2025.3579431 db/journals/staeors/staeors18.html#LiuLZTH25 streams/journals/staeors

Ruifan Zhang Hai-Miao Hu A Multi-Category Anomaly Editing Network With Correlation Exploration and Voxel-Level Attention for Unsupervised Surface Anomaly Detection. 7152-7167 2025 34 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2025.3607638 db/journals/tip/tip34.html#ZhangH25 streams/journals/tip

Mingyao Feng Ruifan Zhang Hao Wang 0164 Yikun Liu Gongping Yang 0001 Two-Level Feature Fusion Network for Remote Sensing Image Change Detection. 8477-8489 2024 17 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2024.3387093 db/journals/staeors/staeors17.html#FengZWLY24

Ruifan Zhang Hao Wang 0164 Mingyao Feng Yikun Liu Gongping Yang 0001 Dual-Constraint Autoencoder and Adaptive Weighted Similarity Spatial Attention for Unsupervised Anomaly Detection. 9393-9403 2024 20 IEEE Trans. Ind. Informatics 7 https://doi.org/10.1109/tii.2024.3384583 db/journals/tii/tii20.html#ZhangWFLY24 streams/journals/tii

Ruifan Zhang Jianyi Liu Ru Zhang Controllable Semantic Linguistic Steganography via Summarization Generation. 4560-4564 2024 ICASSP https://doi.org/10.1109/ICASSP48485.2024.10447545 conf/icassp/2024 db/conf/icassp/icassp2024.html#ZhangLZ24b

Ruifan Zhang Hao Wang 0164 Gongping Yang 0001 MFFA: Multi-level feature fusion and anomaly map compensation for anomaly detection. 7195-7210 2023 44 J. Intell. Fuzzy Syst. 5 https://doi.org/10.3233/JIFS-222595 db/journals/jifs/jifs44.html#ZhangWY23

Hao Wang 0164 Ruifan Zhang Mingyao Feng Yikun Liu Gongping Yang 0001 Global Context-Based Self-Similarity Feature Augmentation and Bidirectional Feature Fusion for Surface Defect Detection. 1-12 2023 72 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2023.3309374 db/journals/tim/tim72.html#WangZFLY23

Ruifan Zhang Hao Wang 0164 Mingyao Feng Yikun Liu Gongping Yang 0001 JRCC-Net: A Segmentation Network With Joint Representation and Contrast Clustering for Surface Anomaly Detection. 1-14 2023 72 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2023.3295468 db/journals/tim/tim72.html#ZhangWFLY23

Jianyi Liu Yuhan Wang Zhen Yang Ruifan Zhang Ru Zhang A Controllable Image Steganography with Chaos and User Key. 785-797 2021 ICIG (1) https://doi.org/10.1007/978-3-030-87355-4_65 conf/icig/2021-1 db/conf/icig/icig2021-1.html#LiuWYZZ21 Chao Gui Baolin Sun Xiong Liu Ruifan Zhang Chengli Huang Quadratic Permutation Polynomials-Based Sliding Window Network Coding in MANETs. 474-481 2018 GPC https://doi.org/10.1007/978-3-030-15093-8_34 conf/gpc/2018 db/conf/gpc/gpc2018.html#GuiSLZH18 Mingyao Feng Chao Gui Hai-Miao Hu Chengli Huang Bo Li 0006 Mingsong Li Huaizhuo Liu Jianyi Liu Xiong Liu Yikun Liu Yurui Liu Baolin Sun Zhenglin Tang Hanzi Wang Hao Wang 0164 Yuhan Wang Wenkai Yan Gongping Yang 0001 Zhen Yang Ru Zhang Xiaokang Zhang Yibo Zhou