| 2026 | AAAI | Graph-Driven Domain Co-Adaptation for Cross-Domain Image Quality Assessment. | Shun Zhu, Xichen Yang, Yan Zhang, Tianshu Wang, Zhongyuan Mao, Tianyin Li, Zhuoyan Sun, Xiaobo Shen |
| 2025 | AAAI | HUANG: A Robust Diffusion Model-based Targeted Adversarial Attack Against Deep Hashing Retrieval. | Chihan Huang, Xiaobo Shen |
| 2025 | AAAI | Adversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks. | Weixuan Shen, Xiaobo Shen, Shirui Pan |
| 2025 | COLING | PoemBERT: A Dynamic Masking Content and Ratio Based Semantic Language Model For Chinese Poem Generation. | Chihan Huang, Xiaobo Shen |
| 2025 | ICASSP | Learning Simultaneous Facial Canonical Correlation Representation for Face Hallucination. | Yun-Hao Yuan, Jin Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen, Yun Li |
| 2025 | ICASSP | Efficient Multi-branch Black-box Semantic-aware Targeted Attack Against Deep Hashing Retrieval. | Chihan Huang, Xiaobo Shen |
| 2025 | IJCAI | Distributed Cascaded Manifold Hashing Network for Compact Image Set Representation. | Xiaxin Wang, Haoyu Cai, Xiaobo Shen, Xia Wu |
| 2024 | AAAI | Distributed Manifold Hashing for Image Set Classification and Retrieval. | Xiaobo Shen, Peizhuo Song, Yun-Hao Yuan, Yuhui Zheng |
| 2024 | ICASSP | Learning Spectral Canonical ℱ-Correlation Representation for Face Super-Resolution. | Yun-Hao Yuan, Mingzhi Hao, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen |
| 2024 | IJCAI | Contrastive Transformer Masked Image Hashing for Degraded Image Retrieval. | Xiaobo Shen, Haoyu Cai, Xiuwen Gong, Yuhui Zheng |
| 2024 | IJCAI | Contrastive Transformer Cross-Modal Hashing for Video-Text Retrieval. | Xiaobo Shen, Qianxin Huang, Long Lan, Yuhui Zheng |
| 2024 | IJCAI | Unsupervised Deep Graph Structure and Embedding Learning. | Xiaobo Shen, Lei Shi, Xiuwen Gong, Shirui Pan |
| 2022 | CVPR | Learning Canonical F-Correlation Projection for Compact Multiview Representation. | Yun-Hao Yuan, Jin Li, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen, Jianping Gou |
| 2021 | ICONIP | Multi-view Fractional Deep Canonical Correlation Analysis for Subspace Clustering. | Chao Sun, Yun-Hao Yuan, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen |
| 2020 | ICIP | Supervised Multi-View Distributed Hashing. | Yunpeng Tang, Xiaobo Shen, Zexuan Ji, Tao Wang, Peng Fu, Quan-Sen Sun |
| 2020 | IGARSS | Complex-Valued Spatial-Scattering Separated Attention Network for Polsar Image Classification. | Zhaohao Fan, Zexuan Ji, Peng Fu, Tao Wang, Xiaobo Shen, Quansen Sun |
| 2019 | CEC | Memetic Evolution Strategy for Reinforcement Learning. | Xinghua Qu, Yew-Soon Ong, Yaqing Hou, Xiaobo Shen |
| 2019 | ICML | Sparse Extreme Multi-label Learning with Oracle Property. | Weiwei Liu, Xiaobo Shen |
| 2018 | AAAI | Compact Multi-Label Learning. | Xiaobo Shen, Weiwei Liu, Ivor W. Tsang, Quan-Sen Sun, Yew-Soon Ong |
| 2018 | IJCAI | Deep Discrete Prototype Multilabel Learning. | Xiaobo Shen, Weiwei Liu, Yong Luo, Yew-Soon Ong, Ivor W. Tsang |
| 2018 | IJCAI | Discrete Network Embedding. | Xiaobo Shen, Shirui Pan, Weiwei Liu, Yew-Soon Ong, Quan-Sen Sun |
| 2016 | DICTA | Double Constrained NMF for Partial Multi-View Clustering. | Bin Qian, Xiaobo Shen, Yanyang Gu, Zhenmin Tang, Yuhua Ding |
| 2016 | ICIP | Nonnegative matrix factorization with endmember sparse graph learning for hyperspectral unmixing. | Bin Qian, Jun Zhou, Lei Tong, Xiaobo Shen, Fan Liu |
| 2013 | MICCAI | Robust Myelin Quantitative Imaging from Multi-echo T2 MRI Using Edge Preserving Spatial Priors. | Xiaobo Shen, Thanh D. Nguyen, Susan A. Gauthier, Ashish Raj |
| 2010 | ICNC | The research on wavelet-based coin-tap nondestructive testing of carbon electrode. | Xiaolin Cao, Shuangwei Wang, Xiaobo Shen, Zhigang Wei |