Efficient Feature Coding Based on Auto-encoder Network for Image Classification. - Guo-Sen Xie; Xu-Yao Zhang; Cheng-Lin Liu 001 (ACCV (1), 2014)

Integrating supervised subspace criteria with restricted Boltzmann Machine for feature extraction. - Guo-Sen Xie; Xu-Yao Zhang; Yan-Ming Zhang 001; Cheng-Lin Liu 001 (IJCNN, 2014)

Task-Driven Feature Pooling for Image Classification. - Guo-Sen Xie; Xu-Yao Zhang; Xiangbo Shu; Shuicheng Yan; Cheng-Lin Liu 001 (ICCV, 2015)

Computational Face Reader. - Xiangbo Shu; Liyan Zhang 001; Jinhui Tang 001; Guo-Sen Xie; Shuicheng Yan (MMM (1), 2016)

Age progression: Current technologies and applications. - Xiangbo Shu; Guo-Sen Xie; Zechao Li; Jinhui Tang 001 (Neurocomputing, 2016)

Retargeted Multi-View Feature Learning With Separate and Shared Subspace Uncovering. - Guo-Sen Xie; Xiao-Bo Jin; Zheng Zhang 006; Zhonghua Liu; Xiaowei Xue; Jiexin Pu (IEEE Access, 2017)

SDE: A Novel Selective, Discriminative and Equalizing Feature Representation for Visual Recognition. - Guo-Sen Xie; Xu-Yao Zhang; Shuicheng Yan; Cheng-Lin Liu 001 (Int. J. Comput. Vis., 2017)

LG-CNN: From local parts to global discrimination for fine-grained recognition. - Guo-Sen Xie; Xu-Yao Zhang; Wenhan Yang; Mingliang Xu 001; Shuicheng Yan; Cheng-Lin Liu 001 (Pattern Recognit., 2017)

Extended Locality-Constrained Linear Self-Coding for Saliency Detection. - Chunlei Yang; Jiexin Pu; Guo-Sen Xie; Yongsheng Dong; Zhonghua Liu (IEEE Signal Process. Lett., 2017)

Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation. - Guo-Sen Xie; Xu-Yao Zhang; Shuicheng Yan; Cheng-Lin Liu 001 (IEEE Trans. Circuits Syst. Video Technol., 2017)

End-to-End Online Writer Identification With Recurrent Neural Network. - Xu-Yao Zhang; Guo-Sen Xie; Cheng-Lin Liu 001; Yoshua Bengio (IEEE Trans. Hum. Mach. Syst., 2017)

Discriminative Elastic-Net Regularized Linear Regression. - Zheng Zhang 006; Zhihui Lai 001; Yong Xu 001; Ling Shao 001; Jian Wu; Guo-Sen Xie (IEEE Trans. Image Process., 2017)

From Class-Specific to Class-Mixture: Cascaded Feature Representations via Restricted Boltzmann Machine Learning. - Guo-Sen Xie; Xiao-Bo Jin; Xu-Yao Zhang; Shaofei Zang; Chunlei Yang; Zhiheng Wang; Jiexin Pu (IEEE Access, 2018)

Accelerating Infinite Ensemble of Clustering by Pivot Features. - Xiao-Bo Jin; Guo-Sen Xie; Kaizhu Huang; Amir Hussain 001 (Cogn. Comput., 2018)

Video super-resolution based on spatial-temporal recurrent residual networks. - Wenhan Yang; Jiashi Feng; Guo-Sen Xie; Jiaying Liu 001; Zongming Guo; Shuicheng Yan (Comput. Vis. Image Underst., 2018)

Image Thresholding Segmentation on Quantum State Space. - Xiangluo Wang; Chunlei Yang; Guo-Sen Xie; Zhonghua Liu (Entropy, 2018)

Approximately optimizing NDCG using pair-wise loss. - Xiao-Bo Jin; Guang-Gang Geng; Guo-Sen Xie; Kaizhu Huang (Inf. Sci., 2018)

Hybrid of extended locality-constrained linear coding and manifold ranking for salient object detection. - Chunlei Yang; Xiangluo Wang; Jiexin Pu; Guo-Sen Xie; Zhonghua Liu; Yongsheng Dong; Lingfei Liang (J. Vis. Commun. Image Represent., 2018)

SADIH: Semantic-Aware DIscrete Hashing. - Zheng Zhang 006; Guo-Sen Xie; Yang Li 140; Sheng Li 001; Zi Huang (AAAI, 2019)

Attentive Region Embedding Network for Zero-Shot Learning. - Guo-Sen Xie; Li Liu 004; Xiaobo Jin; Fan Zhu 001; Zheng Zhang 006; Jie Qin; Yazhou Yao; Ling Shao 001 (CVPR, 2019)

Beyond Attributes: High-Order Attribute Features for Zero-Shot Learning. - Xiao-Bo Jin; Guo-Sen Xie; Kaizhu Huang; Jianyu Miao; Qiufeng Wang 001 (ICCV Workshops, 2019)

Neutrosophic Set Transformation Matrix Factorization Based Active Contours for Color Texture Segmentation. - Yongsheng Dong; Hongyan Zhang; Zhonghua Liu; Chunlei Yang; Guo-Sen Xie; Lintao Zheng; Lin Wang 039 (IEEE Access, 2019)

Discriminant Zero-Shot Learning with Center Loss. - Xiao-Bo Jin; Guo-Sen Xie; Kaizhu Huang; Heling Cao; Qiu-Feng Wang 001 (Cogn. Comput., 2019)

Fusion linear representation-based classification. - Zhonghua Liu; Guo-Sen Xie; Lin Zhang; Jiexin Pu (Soft Comput., 2019)

Scalable Supervised Asymmetric Hashing With Semantic and Latent Factor Embedding. - Zheng Zhang 006; Zhihui Lai 001; Zi Huang; Wai Keung Wong; Guo-Sen Xie; Li Liu 004; Ling Shao 001 (IEEE Trans. Image Process., 2019)

Scene classification-oriented saliency detection via the modularized prescription. - Chunlei Yang; Jiexin Pu; Yongsheng Dong; Guo-Sen Xie; Yanna Si; Zhonghua Liu (Vis. Comput., 2019)

Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification. - Chuanyi Zhang; Yazhou Yao; Huafeng Liu 004; Guo-Sen Xie; Xiangbo Shu; Tianfei Zhou; Zheng Zhang 006; Fumin Shen; Zhenmin Tang (AAAI, 2020)

Region Graph Embedding Network for Zero-Shot Learning. - Guo-Sen Xie; Li Liu 004; Fan Zhu 001; Fang Zhao 006; Zheng Zhang 006; Yazhou Yao; Jie Qin; Ling Shao 001 (ECCV (4), 2020)

Unsupervised Domain Adaptation with Noise Resistible Mutual-Training for Person Re-identification. - Fang Zhao 006; Shengcai Liao; Guo-Sen Xie; Jian Zhao 006; Kaihao Zhang; Ling Shao 001 (ECCV (11), 2020)

Classification Constrained Discriminator For Domain Adaptive Semantic Segmentation. - Tao Chen 012; Jian Zhang 002; Guo-Sen Xie; Yazhou Yao; Xiaoshui Huang; Zhenmin Tang (ICME, 2020)

CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network. - Jie Wen 001; Zheng Zhang 006; Yong Xu 001; Bob Zhang 001; Lunke Fei; Guo-Sen Xie (IJCAI, 2020)

Cross Domain Mean Approximation for Unsupervised Domain Adaptation. - Shaofei Zang; Yuhu Cheng; Xuesong Wang 001; Qiang Yu 007; Guo-Sen Xie (IEEE Access, 2020)

Discriminative margin-sensitive autoencoder for collective multi-view disease analysis. - Zheng Zhang 006; Qi Zhu 001; Guo-Sen Xie; Yi Chen 023; Zhengming Li; Shuihua Wang (Neural Networks, 2020)

SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification. - Guo-Sen Xie; Zheng Zhang 006; Li Liu 004; Fan Zhu 001; Xu-Yao Zhang; Ling Shao 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Exploiting Web Images for Multi-Output Classification: From Category to Subcategories. - Yazhou Yao; Fumin Shen; Guo-Sen Xie; Li Liu 004; Fan Zhu 001; Jian Zhang 002; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2020)

Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation. - Guo-Sen Xie; Jie Liu 043; Huan Xiong; Ling Shao 001 (CVPR, 2021)

Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation. - Yazhou Yao; Tao Chen 012; Guo-Sen Xie; Chuanyi Zhang; Fumin Shen; Qi Wu 001; Zhenmin Tang; Jian Zhang 002 (CVPR, 2021)

Few-Shot Semantic Segmentation with Cyclic Memory Network. - Guo-Sen Xie; Huan Xiong; Jie Liu 043; Yazhou Yao; Ling Shao 001 (ICCV, 2021)

HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning. - Shiming Chen 002; Guo-Sen Xie; Yang Liu 069; Qinmu Peng; Baigui Sun; Hao Li 030; Xinge You; Ling Shao 001 (NeurIPS, 2021)

Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation. - Tao Chen 012; Guo-Sen Xie; Yazhou Yao; Qiong Wang 003; Fumin Shen; Zhenmin Tang; Jian Zhang 002 (CoRR, 2021)

TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning. - Shiming Chen 002; Ziming Hong; Guo-Sen Xie; Jian Zhao 006; Hao Li 030; Xinge You; Shuicheng Yan; Ling Shao 001 (CoRR, 2021)

VMAN: A Virtual Mainstay Alignment Network for Transductive Zero-Shot Learning. - Guo-Sen Xie; Xu-Yao Zhang; Yazhou Yao; Zheng Zhang 006; Fang Zhao 006; Ling Shao 001 (IEEE Trans. Image Process., 2021)

TransZero: Attribute-Guided Transformer for Zero-Shot Learning. - Shiming Chen 002; Ziming Hong; Yang Liu 069; Guo-Sen Xie; Baigui Sun; Hao Li 030; Qinmu Peng; Ke Lu 002; Xinge You (AAAI, 2022)

MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning. - Shiming Chen 002; Ziming Hong; Guo-Sen Xie; Wenhan Yang; Qinmu Peng; Kai Wang 036; Jian Zhao 006; Xinge You (CVPR, 2022)

Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation. - Jie Liu 043; Yanqi Bao; Guo-Sen Xie; Huan Xiong; Jan-Jakob Sonke; Efstratios Gavves (CVPR, 2022)

Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation. - Gensheng Pei; Fumin Shen; Yazhou Yao; Guo-Sen Xie; Zhenmin Tang; Jinhui Tang 001 (ECCV (34), 2022)

Semantic Compression Embedding for Generative Zero-Shot Learning. - Ziming Hong; Shiming Chen 002; Guo-Sen Xie; Wenhan Yang; Jian Zhao 006; Yuanjie Shao; Qinmu Peng; Xinge You (IJCAI, 2022)

Cross-modal propagation network for generalized zero-shot learning. - Ting Guo; Jianqing Liang; Jiye Liang; Guo-Sen Xie (Pattern Recognit. Lett., 2022)

Self-Supervised Multi-Modal Hybrid Fusion Network for Brain Tumor Segmentation. - Feiyi Fang; Yazhou Yao; Tao Zhou 002; Guo-Sen Xie; Jianfeng Lu 003 (IEEE J. Biomed. Health Informatics, 2022)

Enhanced Feature Alignment for Unsupervised Domain Adaptation of Semantic Segmentation. - Tao Chen 012; Shui-Hua Wang; Qiong Wang 003; Zheng Zhang 006; Guo-Sen Xie; Zhenmin Tang (IEEE Trans. Multim., 2022)

Semantically Meaningful Class Prototype Learning for One-Shot Image Segmentation. - Tao Chen 012; Guo-Sen Xie; Yazhou Yao; Qiong Wang 003; Fumin Shen; Zhenmin Tang; Jian Zhang 002 (IEEE Trans. Multim., 2022)

Robust Learning From Noisy Web Images Via Data Purification for Fine-Grained Recognition. - Chuanyi Zhang; Qiong Wang 003; Guo-Sen Xie; Qi Wu 001; Fumin Shen; Zhenmin Tang (IEEE Trans. Multim., 2022)

Generalized Zero-Shot Learning With Multiple Graph Adaptive Generative Networks. - Guo-Sen Xie; Zheng Zhang 006; Guoshuai Liu; Fan Zhu 001; Li Liu 004; Ling Shao 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Learning Anchor Transformations for 3D Garment Animation. - Fang Zhao 006; Zekun Li 002; Shaoli Huang; Junwu Weng; Tianfei Zhou; Guo-Sen Xie; Jue Wang 001; Ying Shan (CVPR, 2023)

Swap-Reconstruction Autoencoder for Compositional Zero-Shot Learning. - Ting Guo; Jiye Liang; Guo-Sen Xie (ICME, 2023)

MUP: Multi-granularity Unified Perception for Panoramic Activity Recognition. - Meiqi Cao; Rui Yan 010; Xiangbo Shu; Jiachao Zhang; Jinpeng Wang 001; Guo-Sen Xie (ACM Multimedia, 2023)

Foreground/Background-Masked Interaction Learning for Spatio-temporal Action Detection. - Keke Chen; Xiangbo Shu; Guo-Sen Xie; Rui Yan 010; Jinhui Tang 001 (ACM Multimedia, 2023)

Attack is Good Augmentation: Towards Skeleton-Contrastive Representation Learning. - Binqian Xu; Xiangbo Shu; Rui Yan 010; Guo-Sen Xie; Yixiao Ge; Mike Zheng Shou (CoRR, 2023)

Holistic Prototype Attention Network for Few-Shot VOS. - Yin Tang; Tao Chen 012; Xiruo Jiang; Yazhou Yao; Guo-Sen Xie; Heng Tao Shen (CoRR, 2023)

Group-wise interactive region learning for zero-shot recognition. - Ting Guo; Jiye Liang; Guo-Sen Xie (Inf. Sci., 2023)

Robust learning from noisy web data for fine-Grained recognition. - Zhenhuang Cai; Guo-Sen Xie; Xingguo Huang; Dan Huang; Yazhou Yao; Zhenmin Tang (Pattern Recognit., 2023)

Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation. - Tao Chen 012; Yazhou Yao; Lei Zhang 054; Qiong Wang 003; Guo-Sen Xie; Fumin Shen (IEEE Trans. Multim., 2023)

Co-Communication Graph Convolutional Network for Multi-View Crowd Counting. - Qiang Zhai; Fan Yang 054; Xin Li 079; Guo-Sen Xie; Hong Cheng 002; Zicheng Liu 001 (IEEE Trans. Multim., 2023)

Kernelized Similarity Learning and Embedding for Dynamic Texture Synthesis. - Shiming Chen 002; Peng Zhang 040; Guo-Sen Xie; Qinmu Peng; Zehong Cao; Wei Yuan 001; Xinge You (IEEE Trans. Syst. Man Cybern. Syst., 2023)

A Survey on Learning to Reject. - Xu-Yao Zhang; Guo-Sen Xie; Xiuli Li; Tao Mei 001; Cheng-Lin Liu 001 (Proc. IEEE, 2023)

Towards Zero-Shot Learning: A Brief Review and an Attention-Based Embedding Network. - Guo-Sen Xie; Zheng Zhang 006; Huan Xiong; Ling Shao 001; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning. - Shiming Chen 002; Ziming Hong; Wenjin Hou; Guo-Sen Xie; Yibing Song; Jian Zhao 006; Xinge You; Shuicheng Yan; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Leveraging Balanced Semantic Embedding for Generative Zero-Shot Learning. - Guo-Sen Xie; Xu-Yao Zhang; Tian-Zhu Xiang; Fang Zhao 006; Zheng Zhang 006; Ling Shao 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Label-Efficient Few-Shot Semantic Segmentation with Unsupervised Meta-Training. - Jianwu Li; Kaiyue Shi; Guo-Sen Xie; Xiaofeng Liu; Jian Zhang 002; Tianfei Zhou (AAAI, 2024)

AdaFPP: Adapt-Focused Bi-Propagating Prototype Learning for Panoramic Activity Recognition. - Meiqi Cao; Rui Yan 010; Xiangbo Shu; Guangzhao Dai; Yazhou Yao; Guo-Sen Xie (ACM Multimedia, 2024)

Rethinking attribute localization for zero-shot learning. - Shuhuang Chen; Shiming Chen 002; Guo-Sen Xie; Xiangbo Shu; Xinge You; Xuelong Li 001 (Sci. China Inf. Sci., 2024)

MVP-Shot: Multi-Velocity Progressive-Alignment Framework for Few-Shot Action Recognition. - Hongyu Qu; Rui Yan 010; Xiangbo Shu; Hailiang Gao; Peng Huang; Guo-Sen Xie (CoRR, 2024)

FedMLLM: Federated Fine-tuning MLLM on Multimodal Heterogeneity Data. - Binqian Xu; Xiangbo Shu; Haiyang Mei; Guosen Xie; Basura Fernando; Mike Zheng Shou; Jinhui Tang 001 (CoRR, 2024)

UnitedVLN: Generalizable Gaussian Splatting for Continuous Vision-Language Navigation. - Guangzhao Dai; Jian Zhao 006; Yuantao Chen; Yusen Qin; Hao Zhao 002; Guo-Sen Xie; Yazhou Yao; Xiangbo Shu; Xuelong Li 001 (CoRR, 2024)

On the Number of Linear Regions of Convolutional Neural Networks With Piecewise Linear Activations. - Huan Xiong; Lei Huang 015; Wenston J. T. Zang; Xiantong Zhen; Guo-Sen Xie; Bin Gu 001; Le Song (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

GNDAN: Graph Navigated Dual Attention Network for Zero-Shot Learning. - Shiming Chen 002; Ziming Hong; Guo-Sen Xie; Qinmu Peng; Xinge You; Weiping Ding 001; Ling Shao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Deep Metric Learning Based on Meta-Mining Strategy With Semiglobal Information. - Xi Jiang 001; Sheng Liu; Xili Dai; Guosheng Hu; Xingguo Huang; Yazhou Yao; Guo-Sen Xie; Ling Shao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Holistic Prototype Attention Network for Few-Shot Video Object Segmentation. - Yin Tang; Tao Chen 012; Xiruo Jiang; Yazhou Yao; Guo-Sen Xie; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation. - Shi-Feng Peng; Guolei Sun; Yong Li; Hongsong Wang; Guo-Sen Xie (AAAI, 2025)

3D-aware Select, Expand, and Squeeze Token for Aerial Action Recognition. - Luying Peng; Xiangbo Shu; Yazhou Yao; Guo-Sen Xie (AAAI, 2025)

Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection. - Fenfang Tao; Guo-Sen Xie; Fang Zhao 006; Xiangbo Shu (AAAI, 2025)

USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation. - Wanjiang Weng; Hongsong Wang; Junbo Wang; Lei He; Guo-Sen Xie (AAAI, 2025)

Part in Part Embedding Network for Zero-Shot Learning. - Zhexian Zhou; Liang Xiao 001; Guo-Sen Xie (ICASSP, 2025)

Uncertainty-Aware Transformer for Referring Camouflaged Object Detection. - Ranwan Wu; Tian-Zhu Xiang; Guo-Sen Xie; Rongrong Gao; Xiangbo Shu; Fang Zhao 006; Ling Shao 001 (IEEE Trans. Image Process., 2025)

Hierarchical Motion-Enhanced Matching Framework for Few-Shot Action Recognition. - Hailiang Gao; Guo-Sen Xie; Rui Yan 010; Qiongjie Cui; Hongyu Qu; Xiangbo Shu (IEEE Trans. Multim., 2025)

AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation. - Jiaqi Ma 006; Guo-Sen Xie; Fang Zhao 006; Zechao Li (IEEE Trans. Multim., 2025)

When SAM2 meets video camouflaged object segmentation: a comprehensive evaluation and adaptation. - Yuli Zhou; Guolei Sun; Yawei Li 001; Guo-Sen Xie; Luca Benini; Ender Konukoglu (Vis. Intell., 2025)

Hierarchical Relation-augmented Representation Generalization for Few-shot Action Recognition. - Hongyu Qu; Ling Xing 003; Rui Yan 010; Yazhou Yao; Guo-Sen Xie; Xiangbo Shu (CoRR, 2025)

LAD-Reasoner: Tiny Multimodal Models are Good Reasoners for Logical Anomaly Detection. - Weijia Li; Guanglei Chu; Jiong Chen; Guo-Sen Xie; Caifeng Shan; Fang Zhao 006 (CoRR, 2025)

Coarse-Fine Nested Network for Weakly Supervised Group Activity Recognition. - Xiaojing Ge; Rui Yan 010; Xiangbo Shu; Keke Chen; Wei Tian; Guo-Sen Xie (IEEE Trans. Neural Networks Learn. Syst., 2025)

PAMD: Plausibility-Aware Motion Diffusion Model for Long Dance Generation. - Hongsong Wang; Yin Zhu; Qiuxia Lai; Yang Zhang; Guo-Sen Xie; Xin Geng (CoRR, 2025)

STPM: Spatial-Temporal Token Pruning and Merging for Complex Activity Recognition. - Yumeng Su; Jiachao Zhang; Rui Yan 010; Pengpeng Li 001; Guo-Sen Xie; Xiangbo Shu (IEEE Trans. Circuits Syst. Video Technol., 2025)

Visual-Semantic Graph Matching Net for Zero-Shot Learning. - Bowen Duan; Shiming Chen 002; Yufei Guo; Guo-Sen Xie; Weiping Ding 001; Yisong Wang (IEEE Trans. Neural Networks Learn. Syst., 2025)

A Conditional Probability Framework for Compositional Zero-shot Learning. - Peng Wu; Qiuxia Lai; Hao Fang 010; Guo-Sen Xie; Yilong Yin; Xiankai Lu; Wenguan Wang (CoRR, 2025)

Prototype-Guided Curriculum Learning for Zero-Shot Learning. - Lei Wang; Shiming Chen 002; Guo-Sen Xie; Ziming Hong; Chaojian Yu; Qinmu Peng; Xinge You (CoRR, 2025)