A people counting method based on head detection and tracking. - Bin Li; Jian Zhang 002; Zheng Zhang 006; Yong Xu 001 (SMARTCOMP, 2014)

Cluster Analysis by Variance Ratio Criterion and Quantum-Behaved PSO. - Shuihua Wang; Xingxing Zhou; Guangshuai Zhang; Genlin Ji; Jiquan Yang; Zheng Zhang 006; Zeyuan Lu; Yudong Zhang 001 (ICCCS, 2015)

Fast Sparse Representation Classification Using Transfer Learning. - Qi Zhu 001; Baisheng Dai; Zizhu Fan; Zheng Zhang 006 (ICCCS, 2015)

Orthogonal self-guided similarity preserving projections. - Xiaozhao Fang; Yong Xu 001; Zheng Zhang 006; Zhihui Lai 001; Linlin Shen (ICIP, 2015)

A Survey of Sparse Representation: Algorithms and Applications. - Zheng Zhang 006; Yong Xu 001; Jian Yang 003; Xuelong Li 001; David Zhang 001 (IEEE Access, 2015)

Noise modeling and representation based classification methods for face recognition. - Zheng Zhang 006; Long Wang; Qi Zhu 001; Zhonghua Liu; Yan Chen 018 (Neurocomputing, 2015)

Pose-invariant face recognition using facial landmarks and Weber local descriptor. - Zheng Zhang 006; Long Wang; Qi Zhu 001; Shu-Kai Chen; Yan Chen 018 (Knowl. Based Syst., 2015)

Natural Scene Character Recognition Using Robust PCA and Sparse Representation. - Zheng Zhang 006; Yong Xu 001; Cheng-Lin Liu 001 (DAS, 2016)

Local multiple directional pattern of palmprint image. - Lunke Fei; Jie Wen 001; Zheng Zhang 006; Ke Yan 003; Zuofeng Zhong (ICPR, 2016)

Review of Video and Image Defogging Algorithms and Related Studies on Image Restoration and Enhancement. - Yong Xu 001; Jie Wen 001; Lunke Fei; Zheng Zhang 006 (IEEE Access, 2016)

Approximately symmetrical face images for image preprocessing in face recognition and sparse representation based classification. - Yong Xu 001; Zheng Zhang 006; Guangming Lu 002; Jian Yang 003 (Pattern Recognit., 2016)

Projective Representation Learning for Discriminative Face Recognition. - Zuofeng Zhong; Zheng Zhang 006; Yong Xu 001 (CCCV (2), 2017)

Learning robust latent subspace for discriminative regression. - Zheng Zhang 006; Zuofeng Zhong; Jinrong Cui; Lunke Fei (VCIP, 2017)

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)

A Comprehensive Survey on Fractional Fourier Transform. - Yudong Zhang 001; Shuihua Wang; Jianfei Yang; Zheng Zhang 006; Preetha Phillips; Ping Sun; Jie Yan (Fundam. Informaticae, 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)

Incomplete Multi-view Clustering via Graph Regularized Matrix Factorization. - Jie Wen 001; Zheng Zhang 006; Yong Xu 001; Zuofeng Zhong (ECCV Workshops (4), 2018)

Highly-Economized Multi-view Binary Compression for Scalable Image Clustering. - Zheng Zhang 006; Li Liu 004; Jie Qin; Fan Zhu 001; Fumin Shen; Yong Xu 001; Ling Shao 001; Heng Tao Shen (ECCV (12), 2018)

Adaptive Locality Preserving based Discriminative Regression. - Jie Wen 001; Lunke Fei; Zhihui Lai 001; Zheng Zhang 006; Jian Wu; Xiaozhao Fang (ICPR, 2018)

An interactively constrained discriminative dictionary learning algorithm for image classification. - Zhengming Li; Zheng Zhang 006; Zizhu Fan; Jie Wen 001 (Eng. Appl. Artif. Intell., 2018)

Marginal Representation Learning With Graph Structure Self-Adaptation. - Zheng Zhang 006; Ling Shao 001; Yong Xu 001; Li Liu 004; Jian Yang 003 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Discriminative Block-Diagonal Representation Learning for Image Recognition. - Zheng Zhang 006; Yong Xu 001; Ling Shao 001; Jian Yang 003 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Unified Embedding Alignment with Missing Views Inferring for Incomplete Multi-View Clustering. - Jie Wen 001; Zheng Zhang 006; Yong Xu 001; Bob Zhang 001; Lunke Fei; Hong Liu 008 (AAAI, 2019)

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)

Context-Aware Attention-Based Data Augmentation for POI Recommendation. - Yang Li 140; Yadan Luo; Zheng Zhang 006; Shazia Sadiq; Peng Cui 001 (ICDE Workshops, 2019)

Collaborative Generative Adversarial Network for Recommendation Systems. - Yuzhen Tong; Yadan Luo; Zheng Zhang 006; Shazia Sadiq; Peng Cui 001 (ICDE Workshops, 2019)

Adaptive Structure-Constrained Robust Latent Low-Rank Coding for Image Recovery. - Zhao Zhang 001; Lei Wang 124; Sheng Li 001; Yang Wang 023; Zheng Zhang 006; Zhengjun Zha; Meng Wang 001 (ICDM, 2019)

Learning Structured Twin-Incoherent Twin-Projective Latent Dictionary Pairs for Classification. - Zhao Zhang 001; Yulin Sun; Zheng Zhang 006; Yang Wang 023; Guangcan Liu; Meng Wang 001 (ICDM, 2019)

Scalable Block-Diagonal Locality-Constrained Projective Dictionary Learning. - Zhao Zhang 001; Weiming Jiang; Zheng Zhang 006; Sheng Li 001; Guangcan Liu; Jie Qin (IJCAI, 2019)

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation. - Yadan Luo; Zi Huang; Zheng Zhang 006; Ziwei Wang 003; Jingjing Li 001; Yang Yang 002 (ACM Multimedia, 2019)

Deep Collaborative Discrete Hashing with Semantic-Invariant Structure. - Zijian Wang 009; Zheng Zhang 006; Yadan Luo; Zi Huang (SIGIR, 2019)

Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation. - Yadan Luo; Zi Huang; Zheng Zhang 006; Jingjing Li 001; Yang Yang 002 (CoRR, 2019)

Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling. - Yadan Luo; Zi Huang; Zheng Zhang 006; Ziwei Wang 003; Mahsa Baktashmotlagh; Yang Yang 002 (CoRR, 2019)

Fast DenseNet: Towards Efficient and Accurate Text Recognition with Fast Dense Networks. - Zhao Zhang 001; Zemin Tang; Yang Wang 023; Zheng Zhang 006; Shuicheng Yan; Meng Wang 001 (CoRR, 2019)

Low-rank analysis-synthesis dictionary learning with adaptively ordinal locality. - Zhengming Li; Zheng Zhang 006; Jie Qin; Sheng Li 001; Hongmin Cai (Neural Networks, 2019)

Binary Multi-View Clustering. - Zheng Zhang 006; Li Liu 004; Fumin Shen; Heng Tao Shen; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 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)

Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks. - Yadan Luo; Zi Huang; Zheng Zhang 006; Ziwei Wang 003; Mahsa Baktashmotlagh; Yang Yang 002 (AAAI, 2020)

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)

Fully-Convolutional Intensive Feature Flow Neural Network for Text Recognition. - Zhao Zhang 001; Zemin Tang; Zheng Zhang 006; Yang Wang 023; Jie Qin; Meng Wang 001 (ECAI, 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)

MDPL-net: Multi-layer Dictionary Learning Network with Added Skip Dense Connections. - Zhao Zhang 001; Yulin Sun; Zheng Zhang 006; Yang Wang 023; Lin Wu 001; Meng Wang 001 (ICDM, 2020)

Delta-DNN: Efficiently Compressing Deep Neural Networks via Exploiting Floats Similarity. - Zhenbo Hu; Xiangyu Zou; Wen Xia; Sian Jin; Dingwen Tao; Yang Liu 039; Weizhe Zhang; Zheng Zhang 006 (ICPP, 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)

Deep Latent Low-Rank Fusion Network for Progressive Subspace Discovery. - Zhao Zhang 001; Jiahuan Ren; Zheng Zhang 006; Guangcan Liu (IJCAI, 2020)

DIMC-net: Deep Incomplete Multi-view Clustering Network. - Jie Wen 001; Zheng Zhang 006; Zhao Zhang 001; Zhihao Wu 002; Lunke Fei; Yong Xu 001; Bob Zhang 001 (ACM Multimedia, 2020)

A Unified Framework for Detecting Audio Adversarial Examples. - Xia Du; Chi-Man Pun; Zheng Zhang 006 (ACM Multimedia, 2020)

Adversarial Bipartite Graph Learning for Video Domain Adaptation. - Yadan Luo; Zi Huang; Zijian Wang 009; Zheng Zhang 006; Mahsa Baktashmotlagh (ACM Multimedia, 2020)

Semantics-Reconstructing Hashing for Cross-Modal Retrieval. - Peng-Fei Zhang; Zi Huang; Zheng Zhang 006 (PAKDD (2), 2020)

Deep Self-representative Concept Factorization Network for Representation Learning. - Yan Zhang 053; Zhao Zhang 001; Zheng Zhang 006; Mingbo Zhao; Li Zhang 004; Zhengjun Zha; Meng Wang 001 (SDM, 2020)

Discriminative dual-stream deep hashing for large-scale image retrieval. - Yujuan Ding; Wai Keung Wong; Zhihui Lai 001; Zheng Zhang 006 (Inf. Process. Manag., 2020)

LGSLRR: Towards fusing discriminative ordinal local and global structured low-rank representation for image recognition. - Qi Zhu 001; Rui Zhang; Sheng-Jun Huang; Zheng Zhang 006; Daoqiang Zhang (Inf. Sci., 2020)

Learning discriminative domain-invariant prototypes for generalized zero shot learning. - Yinduo Wang; Haofeng Zhang 001; Zheng Zhang 006; Yang Long 001; Ling Shao 001 (Knowl. Based Syst., 2020)

Cross-spectral palmprint recognition with low-rank canonical correlation analysis. - Qi Zhu 001; Nuoya Xu; Zheng Zhang 006; Donghai Guan; Ran Wang 002; Daoqiang Zhang (Multim. Tools Appl., 2020)

Unsupervised deep triplet hashing with pseudo triplets for scalable image retrieval. - Yifan Gu; Haofeng Zhang 001; Zheng Zhang 006; Qiaolin Ye (Multim. Tools Appl., 2020)

Asymmetric graph based zero shot learning. - Yinduo Wang; Haofeng Zhang 001; Zheng Zhang 006; Yang Long 001 (Multim. Tools Appl., 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)

Flexible Discrete Multi-view Hashing with Collective Latent Feature Learning. - Luyao Liu 002; Zheng Zhang 006; Zi Huang (Neural Process. Lett., 2020)

Deep transductive network for generalized zero shot learning. - Haofeng Zhang 001; Li Liu 004; Yang Long 001; Zheng Zhang 006; Ling Shao 001 (Pattern Recognit., 2020)

Two-stream collaborative network for multi-label chest X-ray Image classification with lung segmentation. - Bingzhi Chen; Zheng Zhang 006; Jianyong Lin; Yi Chen 023; Guangming Lu 002 (Pattern Recognit. Lett., 2020)

Latent correlation embedded discriminative multi-modal data fusion. - Qi Zhu 001; Xiangyu Xu 003; Ning Yuan; Zheng Zhang 006; Donghai Guan; Sheng-Jun Huang; Daoqiang Zhang (Signal Process., 2020)

Bilinear Supervised Hashing Based on 2D Image Features. - Yujuan Ding; Wai Keung Wong; Zhihui Lai 001; Zheng Zhang 006 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Adaptive Locality Preserving Regression. - Jie Wen 001; Zuofeng Zhong; Zheng Zhang 006; Lunke Fei; Zhihui Lai 001; Runze Chen (IEEE Trans. Circuits Syst. Video Technol., 2020)

Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning. - Zhao Zhang 001; Jiahuan Ren; Weiming Jiang; Zheng Zhang 006; Richang Hong; Shuicheng Yan; Meng Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Discriminative Fisher Embedding Dictionary Learning Algorithm for Object Recognition. - Zhengming Li; Zheng Zhang 006; Jie Qin; Zhao Zhang 001; Ling Shao 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Discriminative Local Sparse Representation by Robust Adaptive Dictionary Pair Learning. - Yulin Sun; Zhao Zhang 001; Weiming Jiang; Zheng Zhang 006; Li Zhang 004; Shuicheng Yan; Meng Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 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)

Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring. - Jie Wen 001; Zheng Zhang 006; Zhao Zhang 001; Lei Zhu 002; Lunke Fei; Bob Zhang 001; Yong Xu 001 (AAAI, 2021)

Partial-Label and Structure-constrained Deep Coupled Factorization Network. - Yan Zhang 053; Zhao Zhang 001; Yang Wang 023; Zheng Zhang 006; Li Zhang 004; Shuicheng Yan; Meng Wang 001 (AAAI, 2021)

Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning. - Zhi Chen 010; Zi Huang; Jingjing Li 001; Zheng Zhang 006 (ADC, 2021)

Structural Deep Incomplete Multi-view Clustering Network. - Jie Wen 001; Zhihao Wu 002; Zheng Zhang 006; Lunke Fei; Bob Zhang 001; Yong Xu 001 (CIKM, 2021)

Prototype-Supervised Adversarial Network for Targeted Attack of Deep Hashing. - Xunguang Wang; Zheng Zhang 006; Baoyuan Wu; Fumin Shen; Guangming Lu 002 (CVPR, 2021)

Hierarchical Network Based on the Fusion of Static and Dynamic Features for Speech Emotion Recognition. - Qi Cao; Mixiao Hou; Bingzhi Chen; Zheng Zhang 006; Guangming Lu 002 (ICASSP, 2021)

Semantics Disentangling for Generalized Zero-Shot Learning. - Zhi Chen 010; Yadan Luo; Ruihong Qiu; Sen Wang 001; Zi Huang; Jingjing Li 001; Zheng Zhang 006 (ICCV, 2021)

Local Graph Convolutional Networks for Cross-Modal Hashing. - Yudong Chen 002; Sen Wang 001; Jianglin Lu; Zhi Chen 010; Zheng Zhang 006; Zi Huang (ACM Multimedia, 2021)

Two-pronged Strategy: Lightweight Augmented Graph Network Hashing for Scalable Image Retrieval. - Hui Cui 004; Lei Zhu 002; Jingjing Li 001; Zhiyong Cheng 001; Zheng Zhang 006 (ACM Multimedia, 2021)

JDMAN: Joint Discriminative and Mutual Adaptation Networks for Cross-Domain Facial Expression Recognition. - Yingjian Li; Yingnan Gao; Bingzhi Chen; Zheng Zhang 006; Lei Zhu 002; Guangming Lu 002 (ACM Multimedia, 2021)

Is Visual Context Really Helpful for Knowledge Graph? A Representation Learning Perspective. - Meng Wang 009; Sen Wang 001; Han Yang; Zheng Zhang 006; Xi Chen 003; Guilin Qi (ACM Multimedia, 2021)

GCM-Net: Towards Effective Global Context Modeling for Image Inpainting. - Huan Zheng; Zhao Zhang 001; Yang Wang 023; Zheng Zhang 006; Mingliang Xu 001; Yi Yang 001; Meng Wang 001 (ACM Multimedia, 2021)

Towards Discriminative Visual Search via Semantically Cycle-consistent Hashing Networks. - Zheng Zhang 006; Jianning Wang; Guangming Lu 002 (MMAsia, 2021)

An Embarrassingly Simple Approach to Discrete Supervised Hashing. - Shuguang Zhao; Bingzhi Chen; Zheng Zhang 006; Guangming Lu 002 (MMAsia, 2021)

Targeted Attack and Defense for Deep Hashing. - Xunguang Wang; Zheng Zhang 006; Guangming Lu 002; Yong Xu 001 (SIGIR, 2021)

Semantic Disentangling Generalized Zero-Shot Learning. - Zhi Chen 010; Ruihong Qiu; Sen Wang 001; Zi Huang; Jingjing Li 001; Zheng Zhang 006 (CoRR, 2021)

DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation. - Ailiang Lin; Bingzhi Chen; Jiayu Xu 002; Zheng Zhang 006; Guangming Lu 002 (CoRR, 2021)

TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation. - Bingzhi Chen; Yishu Liu; Zheng Zhang 006; Guangming Lu 002; David Zhang 001 (CoRR, 2021)

A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict. - Yiyi Liu; Yequan Wang; Aixin Sun; Zheng Zhang 006; Jiafeng Guo; Xuying Meng (CoRR, 2021)

Dual-Constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior. - Yan Zhang 053; Zhao Zhang 001; Yang Wang 023; Zheng Zhang 006; Li Zhang 004; Shuicheng Yan; Meng Wang 001 (Int. J. Comput. Vis., 2021)

Clustering-driven Deep Adversarial Hashing for scalable unsupervised cross-modal retrieval. - Xiao Shen; Haofeng Zhang 001; Lunbo Li; Zheng Zhang 006; Debao Chen; Li Liu 004 (Neurocomputing, 2021)

Multi-modal discrete tensor decomposition hashing for efficient multimedia retrieval. - Xize Wu; Lei Zhu 002; Liang Xie 001; Zheng Zhang 006; Huaxiang Zhang 001 (Neurocomputing, 2021)

Heterogeneous data fusion for predicting mild cognitive impairment conversion. - Heng Tao Shen; Xiaofeng Zhu 001; Zheng Zhang 006; Shui-Hua Wang; Yi Chen 023; Xing Xu 001; Jie Shao 001 (Inf. Fusion, 2021)

Fusing functional connectivity with network nodal information for sparse network pattern learning of functional brain networks. - Xiaofeng Zhu 001; Hongming Li; Heng Tao Shen; Zheng Zhang 006; Yanli Ji; Yong Fan 001 (Inf. Fusion, 2021)

Cross-plane colour image encryption using a two-dimensional logistic tent modular map. - Zhongyun Hua; Zhihua Zhu; Shuang Yi; Zheng Zhang 006; Hejiao Huang (Inf. Sci., 2021)

Sparse graph based self-supervised hashing for scalable image retrieval. - Weiwei Wang; Haofeng Zhang 001; Zheng Zhang 006; Li Liu 004; Ling Shao 001 (Inf. Sci., 2021)

Task-adaptive Asymmetric Deep Cross-modal Hashing. - Fengling Li 001; Tong Wang; Lei Zhu 002; Zheng Zhang 006; Xinhua Wang 003 (Knowl. Based Syst., 2021)

Label propagation with structured graph learning for semi-supervised dimension reduction. - Fei Wang 055; Lei Zhu 002; Liang Xie 001; Zheng Zhang 006; Mingyang Zhong (Knowl. Based Syst., 2021)

Fully shared convolutional neural networks. - Yao Lu 008; Guangming Lu 002; Jinxing Li; Zheng Zhang 006; Yuanrong Xu (Neural Comput. Appl., 2021)

Consensus guided incomplete multi-view spectral clustering. - Jie Wen 001; Huijie Sun; Lunke Fei; Jinxing Li; Zheng Zhang 006; Bob Zhang 001 (Neural Networks, 2021)

Dense Residual Network: Enhancing global dense feature flow for character recognition. - Zhao Zhang 001; Zemin Tang; Yang Wang 023; Zheng Zhang 006; Choujun Zhan; Zhengjun Zha; Meng Wang 001 (Neural Networks, 2021)

MIDCAN: A multiple input deep convolutional attention network for Covid-19 diagnosis based on chest CT and chest X-ray. - Yu-Dong Zhang 001; Zheng Zhang 006; Xin Zhang 071; Shui-Hua Wang (Pattern Recognit. Lett., 2021)

Multimodal Emotion Recognition With Temporal and Semantic Consistency. - Bingzhi Chen; Qi Cao; Mixiao Hou; Zheng Zhang 006; Guangming Lu 002; David Zhang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Dual-Level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval. - Lei Zhu 002; Hui Cui 004; Zhiyong Cheng 001; Jingjing Li 001; Zheng Zhang 006 (IEEE Trans. Circuits Syst. Video Technol., 2021)

Generalized Incomplete Multiview Clustering With Flexible Locality Structure Diffusion. - Jie Wen 001; Zheng Zhang 006; Zhao Zhang 001; Lunke Fei; Meng Wang 001 (IEEE Trans. Cybern., 2021)

Deep Collaborative Multi-Modal Learning for Unsupervised Kinship Estimation. - Guannan Dong; Chi-Man Pun; Zheng Zhang 006 (IEEE Trans. Inf. Forensics Secur., 2021)

Kinship Verification Based on Cross-Generation Feature Interaction Learning. - Guannan Dong; Chi-Man Pun; Zheng Zhang 006 (IEEE Trans. Image Process., 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)

Probability Ordinal-Preserving Semantic Hashing for Large-Scale Image Retrieval. - Zheng Zhang 006; Xiaofeng Zhu 001; Guangming Lu 002; Yudong Zhang 001 (ACM Trans. Knowl. Discov. Data, 2021)

Deep Collaborative Discrete Hashing With Semantic-Invariant Structure Construction. - Zijian Wang 009; Zheng Zhang 006; Yadan Luo; Zi Huang; Heng Tao Shen (IEEE Trans. Multim., 2021)

Adaptive Graph Completion Based Incomplete Multi-View Clustering. - Jie Wen 001; Ke Yan 003; Zheng Zhang 006; Yong Xu 001; Junqian Wang; Lunke Fei; Bob Zhang 001 (IEEE Trans. Multim., 2021)

Deep Unsupervised Self-Evolutionary Hashing for Image Retrieval. - Haofeng Zhang 001; Yifan Gu; Yazhou Yao; Zheng Zhang 006; Li Liu 004; Jian Zhang 002; Ling Shao 001 (IEEE Trans. Multim., 2021)

Twin-Incoherent Self-Expressive Locality-Adaptive Latent Dictionary Pair Learning for Classification. - Zhao Zhang 001; Yulin Sun; Yang Wang 023; Zheng Zhang 006; Haijun Zhang 002; Guangcan Liu; Meng Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Inductive Structure Consistent Hashing via Flexible Semantic Calibration. - Zheng Zhang 006; Luyao Liu 002; Yadan Luo; Zi Huang; Fumin Shen; Heng Tao Shen; Guangming Lu 002 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Deep Active Context Estimation for Automated COVID-19 Diagnosis. - Bingzhi Chen; Yishu Liu; Zheng Zhang 006; Yingjian Li; Zhao Zhang 001; Guangming Lu 002; Hongbing Yu (ACM Trans. Multim. Comput. Commun. Appl., 2021)

An Explainable Framework for Diagnosis of COVID-19 Pneumonia via Transfer Learning and Discriminant Correlation Analysis. - Siyuan Lu 001; Di Wu 015; Zheng Zhang 006; Shui-Hua Wang (ACM Trans. Multim. Comput. Commun. Appl., 2021)

DLRF-Net: A Progressive Deep Latent Low-Rank Fusion Network for Hierarchical Subspace Discovery. - Zhao Zhang 001; Jiahuan Ren; Haijun Zhang 002; Zheng Zhang 006; Guangcan Liu; Shuicheng Yan (ACM Trans. Multim. Comput. Commun. Appl., 2021)

From Sparse to Dense: Semantic Graph Evolutionary Hashing for Unsupervised Cross-Modal Retrieval. - Yang Zhao; Jiaguo Yu; Shengbin Liao; Zheng Zhang 006; Haofeng Zhang 001 (ACCV (4), 2022)

High-Order Correlation Embedding for Large-Scale Multi-modal Hashing. - Junfeng An; Yingjian Li; Zheng Zhang 006; Yongyong Chen; Guangming Lu 002 (APWeb/WAIM (2), 2022)

Dictionary-Induced Manifold Learning for Incomplete Multi-modal Fusion. - Bingliang Xu; Haizhou Ye; Zheng Zhang 006; Daoqiang Zhang; Qi Zhu 001 (APWeb/WAIM (2), 2022)

Structure Regularized Attentive Network for Automatic Femoral Head Necrosis Diagnosis and Localization. - Lingfeng Li; Huaiwei Cong; Gangming Zhao; Junran Peng; Zheng Zhang 006; Jinpeng Li 002 (BIBM, 2022)

Faint Features Tell: Automatic Vertebrae Fracture Screening Assisted by Contrastive Learning. - Xin Wei; Huaiwei Cong; Zheng Zhang 006; Junran Peng; Guoping Chen; Jinpeng Li 002 (BIBM, 2022)

Multi-Modal Emotion Recognition with Self-Guided Modality Calibration. - Mixiao Hou; Zheng Zhang 006; Guangming Lu 002 (ICASSP, 2022)

Interactive Information Extraction by Semantic Information Graph. - Siqi Fan 001; Yequan Wang; Jing Li 034; Zheng Zhang 006; Shuo Shang; Peng Han 005 (IJCAI, 2022)

Domain Adaptive Nuclei Instance Segmentation and Classification via Category-Aware Feature Alignment and Pseudo-Labelling. - Canran Li; Dongnan Liu; Haoran Li; Zheng Zhang 006; Guangming Lu 002; Xiaojun Chang; Weidong Cai 001 (MICCAI (8), 2022)

Hierarchical Graph Embedded Pose Regularity Learning via Spatio-Temporal Transformer for Abnormal Behavior Detection. - Chao Huang 008; Yabo Liu; Zheng Zhang 006; Chengliang Liu 003; Jie Wen 001; Yong Xu 001; Yaowei Wang 001 (ACM Multimedia, 2022)

Webly Supervised Image Hashing with Lightweight Semantic Transfer Network. - Hui Cui 004; Lei Zhu 002; Jingjing Li 001; Zheng Zhang 006; Weili Guan (ACM Multimedia, 2022)

Pixel-Level Anomaly Detection via Uncertainty-aware Prototypical Transformer. - Chao Huang 008; Chengliang Liu 003; Zheng Zhang 006; Zhihao Wu 002; Jie Wen 001; Qiuping Jiang; Yong Xu 001 (ACM Multimedia, 2022)

SHREC'22 track: Sketch-based 3D shape retrieval in the wild. - Jie Qin; Shuaihang Yuan; Jiaxin Chen; Boulbaba Ben Amor; Yi Fang 006; Nhat Hoang-Xuan; Chi-Bien Chu; Khoi-Nguyen Nguyen-Ngoc; Thien-Tri Cao; Nhat-Khang Ngô; Tuan-Luc Huynh; Hai-Dang Nguyen; et al. (Comput. Graph., 2022)

Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification. - Lin Wu 001; Lingqiao Liu; Yang Wang 023; Zheng Zhang 006; Farid Boussaïd; Mohammed Bennamoun (CoRR, 2022)

A Survey on Incomplete Multi-view Clustering. - Jie Wen 001; Zheng Zhang 006; Lunke Fei; Bob Zhang 001; Yong Xu 001; Zhao Zhang 001; Jinxing Li (CoRR, 2022)

A survey of crowd counting and density estimation based on convolutional neural network. - Zizhu Fan; Hong Zhang; Zheng Zhang 006; Guangming Lu 002; Yudong Zhang 001; Yaowei Wang 001 (Neurocomputing, 2022)

Editorial: Deep dictionary learning: Algorithm, theory and application. - Zhao Zhang 001; Meng Wang 001; Sheng Li 001; Zheng Zhang 006 (Neurocomputing, 2022)

Cognitive multi-modal consistent hashing with flexible semantic transformation. - Junfeng An; Haoyang Luo; Zheng Zhang 006; Lei Zhu 002; Guangming Lu 002 (Inf. Process. Manag., 2022)

Learning ordinal constraint binary codes for fast similarity search. - Zheng Zhang 006; Chi-Man Pun (Inf. Process. Manag., 2022)

Learning discriminative feature via a generic auxiliary distribution for unsupervised domain adaptation. - Qipeng Chen; Haofeng Zhang 001; Qiaolin Ye; Zheng Zhang 006; Wankou Yang (Int. J. Mach. Learn. Cybern., 2022)

Multi-View Speech Emotion Recognition Via Collective Relation Construction. - Mixiao Hou; Zheng Zhang 006; Qi Cao; David Zhang 001; Guangming Lu 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Multi-Label Chest X-Ray Image Classification via Semantic Similarity Graph Embedding. - Bingzhi Chen; Zheng Zhang 006; Ying-Jian Li; Guangming Lu 002; David Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Temporal Relation Inference Network for Multimodal Speech Emotion Recognition. - Guannan Dong; Chi-Man Pun; Zheng Zhang 006 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Self-Supervised Exclusive-Inclusive Interactive Learning for Multi-Label Facial Expression Recognition in the Wild. - Yingjian Li; Yingnan Gao; Bingzhi Chen; Zheng Zhang 006; Guangming Lu 002; David Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Learning Informative and Discriminative Features for Facial Expression Recognition in the Wild. - Yingjian Li; Yao Lu 008; Bingzhi Chen; Zheng Zhang 006; Jinxing Li; Guangming Lu 002; David Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Multiscale Conditional Regularization for Convolutional Neural Networks. - Yao Lu 008; Guangming Lu 002; Jinxing Li; Yuanrong Xu; Zheng Zhang 006; David Zhang 001 (IEEE Trans. Cybern., 2022)

Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks. - Yao Lu 008; Zheng Zhang 006; Guangming Lu 002; Yicong Zhou; Jinxing Li; David Zhang 001 (IEEE Trans. Cybern., 2022)

DS-TransUNet: Dual Swin Transformer U-Net for Medical Image Segmentation. - Ailiang Lin; Bingzhi Chen; Jiayu Xu 002; Zheng Zhang 006; Guangming Lu 002; David Zhang 001 (IEEE Trans. Instrum. Meas., 2022)

Joint Specifics and Consistency Hash Learning for Large-Scale Cross-Modal Retrieval. - Jianyang Qin; Lunke Fei; Zheng Zhang 006; Jie Wen 001; Yong Xu 001; David Zhang 001 (IEEE Trans. Image Process., 2022)

Efficient Semi-Supervised Multimodal Hashing With Importance Differentiation Regression. - Chaoqun Zheng; Lei Zhu 002; Zheng Zhang 006; Jingjing Li 001; Xiaomei Yu (IEEE Trans. Image Process., 2022)

Guest Editorial Emerging Challenges for Deep Learning. - Shuihua Wang; Zhengchao Dong; Zheng Zhang 006; Yuankai Huo; M. Emre Celebi 001; Caifeng Shan (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)

Targeted Attack of Deep Hashing Via Prototype-Supervised Adversarial Networks. - Zheng Zhang 006; Xunguang Wang; Guangming Lu 002; Fumin Shen; Lei Zhu 002 (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)

Discriminative Visual Similarity Search with Semantically Cycle-consistent Hashing Networks. - Zheng Zhang 006; Jianning Wang; Lei Zhu 002; Guangming Lu 002 (ACM Trans. Multim. Comput. Commun. Appl., 2022)

Semantic-Interactive Graph Convolutional Network for Multilabel Image Recognition. - Bingzhi Chen; Zheng Zhang 006; Yao Lu 008; Fanglin Chen 001; Guangming Lu 002; David Zhang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Breast mass classification based on supervised contrastive learning and multi-view consistency penalty on mammography. - Lilei Sun; Jie Wen 001; Junqian Wang; Zheng Zhang 006; Yong Zhao 010; Guiying Zhang; Yong Xu 001 (IET Biom., 2022)

Kecor: Kernel Coding Rate Maximization for Active 3D Object Detection. - Yadan Luo; Zhuoxiao Chen; Zhen Fang 001; Zheng Zhang 006; Mahsa Baktashmotlagh; Zi Huang (ICCV, 2023)

Adaptive Topological Graph Learning for Generalized Multi-View Clustering. - Wenjue He; Zheng Zhang 006 (IJCNN, 2023)

Combating Medical Label Noise via Robust Semi-supervised Contrastive Learning. - Bingzhi Chen; Zhanhao Ye; Yishu Liu; Zheng Zhang 006; Jiahui Pan; Biqing Zeng; Guangming Lu 002 (MICCAI (1), 2023)

Multi-Granularity Interactive Transformer Hashing for Cross-modal Retrieval. - Yishu Liu; Qingpeng Wu; Zheng Zhang 006; Jingyi Zhang; Guangming Lu 002 (ACM Multimedia, 2023)

RTQ: Rethinking Video-language Understanding Based on Image-text Model. - Xiao Wang 056; Yaoyu Li; Tian Gan; Zheng Zhang 006; Jingjing Lv; Liqiang Nie (ACM Multimedia, 2023)

Multimodal Emotion Interaction and Visualization Platform. - Zheng Zhang 006; Songling Chen; Mixiao Hou; Guangming Lu 002 (ACM Multimedia, 2023)

2x Faster Language Model Pre-training via Masked Structural Growth. - Yiqun Yao; Zheng Zhang 006; Jing Li 034; Yequan Wang (CoRR, 2023)

FLM-101B: An Open LLM and How to Train It with $100K Budget. - Xiang Li 001; Yiqun Yao; Xin Jiang 005; Xuezhi Fang; Xuying Meng; Siqi Fan 001; Peng Han 005; Jing Li 034; Li Du; Bowen Qin; Zheng Zhang 006; Aixin Sun; et al. (CoRR, 2023)

Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation. - Yazhou Zhu; Shidong Wang; Tong Xin; Zheng Zhang 006; Haofeng Zhang 001 (CoRR, 2023)

Structured analysis dictionary learning based on discriminative Fisher pair. - Zhengming Li; Zheng Zhang 006; Shuihua Wang; Ruijun Ma 001; Fangyuan Lei; Dan Xiang (J. Ambient Intell. Humaniz. Comput., 2023)

Facial Expression Recognition in the Wild Using Multi-Level Features and Attention Mechanisms. - Yingjian Li; Guangming Lu 002; Jinxing Li; Zheng Zhang 006; David Zhang 001 (IEEE Trans. Affect. Comput., 2023)

Semantic-Aware Adversarial Training for Reliable Deep Hashing Retrieval. - Xu Yuan 007; Zheng Zhang 006; Xunguang Wang; Lin Wu 001 (IEEE Trans. Inf. Forensics Secur., 2023)

Contactless Palmprint Image Recognition Across Smartphones With Self-Paced CycleGAN. - Qi Zhu 001; Guangnan Xin; Lunke Fei; Dong Liang 008; Zheng Zhang 006; Daoqiang Zhang; David Zhang 001 (IEEE Trans. Inf. Forensics Secur., 2023)

Cross-Domain Facial Expression Recognition via Contrastive Warm up and Complexity-Aware Self-Training. - Yingjian Li; Jiaxing Huang 001; Shijian Lu; Zheng Zhang 006; Guangming Lu 002 (IEEE Trans. Image Process., 2023)

Unsupervised Adaptive Feature Selection With Binary Hashing. - Dan Shi; Lei Zhu 002; Jingjing Li 001; Zheng Zhang 006; Xiaojun Chang (IEEE Trans. Image Process., 2023)

Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification. - Lin Wu 001; Lingqiao Liu; Yang Wang 023; Zheng Zhang 006; Farid Boussaïd; Mohammed Bennamoun; Xianghua Xie (IEEE Trans. Image Process., 2023)

Kernel Fisher Dictionary Transfer Learning. - Linrui Shi; Zheng Zhang 006; Zizhu Fan; Chao Xi; Zhengming Li; Gaochang Wu (ACM Trans. Knowl. Discov. Data, 2023)

Multi-Modal Discrete Collaborative Filtering for Efficient Cold-Start Recommendation. - Yang Xu 025; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; Zheng Zhang 006; Huaxiang Zhang 001 (IEEE Trans. Knowl. Data Eng., 2023)

Deep Margin-Sensitive Representation Learning for Cross-Domain Facial Expression Recognition. - Yingjian Li; Zheng Zhang 006; Bingzhi Chen; Guangming Lu 002; David Zhang 001 (IEEE Trans. Multim., 2023)

Partial Multi-Modal Hashing via Neighbor-Aware Completion Learning. - Wentao Tan; Lei Zhu 002; Jingjing Li 001; Zheng Zhang 006; Huaxiang Zhang 001 (IEEE Trans. Multim., 2023)

Discriminative Fisher Embedding Dictionary Transfer Learning for Object Recognition. - Zizhu Fan; Linrui Shi; Qiang Liu 018; Zhengming Li; Zheng Zhang 006 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Efficient Query-based Black-box Attack against Cross-modal Hashing Retrieval. - Lei Zhu 002; Tianshi Wang; Jingjing Li 001; Zheng Zhang 006; Jialie Shen 001; Xinhua Wang 003 (ACM Trans. Inf. Syst., 2023)

A Survey on Incomplete Multiview Clustering. - Jie Wen 001; Zheng Zhang 006; Lunke Fei; Bob Zhang 001; Yong Xu 001; Zhao Zhang 001; Jinxing Li (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Structured anchor-inferred graph learning for universal incomplete multi-view clustering. - Wenjue He; Zheng Zhang 006; Yongyong Chen; Jie Wen 001 (World Wide Web (WWW), 2023)

FSNet: Dual Interpretable Graph Convolutional Network for Alzheimer's Disease Analysis. - Hengxin Li; Xiaoshuang Shi; Xiaofeng Zhu 001; Shuihua Wang; Zheng Zhang 006 (IEEE Trans. Emerg. Top. Comput. Intell., 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)

Flexible Multiview Spectral Clustering With Self-Adaptation. - Dan Shi; Lei Zhu 002; Jingjing Li 001; Zhiyong Cheng 001; Zheng Zhang 006 (IEEE Trans. Cybern., 2023)

Multi-Modal Non-Euclidean Brain Network Analysis With Community Detection and Convolutional Autoencoder. - Qi Zhu 001; Jing Yang; Shuihua Wang; Daoqiang Zhang; Zheng Zhang 006 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Self-paced Multi-view Learning for CT-based severity assessment of COVID-19. - Yishu Liu; Bingzhi Chen; Zheng Zhang 006; Hongbing Yu; Shouhang Ru; Xiaosheng Chen; Guangming Lu 002 (Biomed. Signal Process. Control., 2023)

Data driven recurrent generative adversarial network for generalized zero shot image classification. - Jie Zhang 005; Shengbin Liao; Haofeng Zhang 001; Yang Long 001; Zheng Zhang 006; Li Liu 004 (Inf. Sci., 2023)

Modality-Invariant Asymmetric Networks for Cross-Modal Hashing. - Zheng Zhang 006; Haoyang Luo; Lei Zhu 002; Guangming Lu 002; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2023)

Deep collaborative graph hashing for discriminative image retrieval. - Zheng Zhang 006; Jianning Wang; Lei Zhu 002; Yadan Luo; Guangming Lu 002 (Pattern Recognit., 2023)

Semantic Alignment Network for Multi-Modal Emotion Recognition. - Mixiao Hou; Zheng Zhang 006; Chang Liu; Guangming Lu 002 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Work Together: Correlation-Identity Reconstruction Hashing for Unsupervised Cross-Modal Retrieval. - Lei Zhu 002; Xize Wu; Jingjing Li 001; Zheng Zhang 006; Weili Guan; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2023)

Self-Supervised Federated Adaptation for Multi-Site Brain Disease Diagnosis. - Qiming Yang; Qi Zhu 001; Mingming Wang; Wei Shao 005; Zheng Zhang 006; Daoqiang Zhang (IEEE Trans. Big Data, 2023)

Targeted Adversarial Attack Against Deep Cross-Modal Hashing Retrieval. - Tianshi Wang; Lei Zhu 002; Zheng Zhang 006; Huaxiang Zhang 001; Junwei Han 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Scalable incomplete multi-view clustering with adaptive data completion. - Wenjue He; Zheng Zhang 006; Yuhong Wei (Inf. Sci., 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)

One for more: Structured Multi-Modal Hashing for multiple multimedia retrieval tasks. - Chaoqun Zheng; Fengling Li 001; Lei Zhu 002; Zheng Zhang 006; Wenpeng Lu (Expert Syst. Appl., 2023)

Tensorized topological graph learning for generalized incomplete multi-view clustering. - Zheng Zhang 006; Wenjue He (Inf. Fusion, 2023)

CariesXrays: Enhancing Caries Detection in Hospital-Scale Panoramic Dental X-rays via Feature Pyramid Contrastive Learning. - Bingzhi Chen; Sisi Fu; Yishu Liu; Jiahui Pan; Guangming Lu 002; Zheng Zhang 006 (AAAI, 2024)

Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios. - Jie Xu 044; Yazhou Ren 001; Xiaolong Wang; Lei Feng 006; Zheng Zhang 006; Gang Niu 001; Xiaofeng Zhu 001 (CVPR, 2024)

Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging. - Yiming Ju; Ziyi Ni; Xingrun Xing; Zhixiong Zeng; Hanyu Zhao; Siqi Fan 001; Zheng Zhang 006 (EMNLP, 2024)

Decoupled Self-Adaptive Distribution Regularization for Few-Shot Image Classification. - Bingzhi Chen; Haoming Zhou; Yishu Liu; Biqing Zeng; Guangming Lu 002; Zheng Zhang 006 (ICASSP, 2024)

Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View. - Yujie Mo; Feiping Nie 001; Ping Hu 001; Heng Tao Shen; Zheng Zhang 006; Xinchao Wang; Xiaofeng Zhu 001 (ICLR, 2024)

Masked Structural Growth for 2x Faster Language Model Pre-training. - Yiqun Yao; Zheng Zhang 006; Jing Li 034; Yequan Wang (ICLR, 2024)

Rethinking Adversarial Robustness Distillation VIA Strength-Dependent Adaptive Regularization. - Bingzhi Chen; Shuobin Lin; Yishu Liu; Zheng Zhang 006; Guangming Lu 002; Lewei He (ICME, 2024)

Language-Driven Cross-Modal Classifier for Zero-Shot Multi-Label Image Recognition. - Yicheng Liu; Jie Wen 001; Chengliang Liu 003; Xiaozhao Fang; Zuoyong Li; Yong Xu 001; Zheng Zhang 006 (ICML, 2024)

SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms. - Xingrun Xing; Zheng Zhang 006; Ziyi Ni; Shitao Xiao; Yiming Ju; Siqi Fan 001; Yequan Wang; Jiajun Zhang; Guoqi Li (ICML, 2024)

Enhancing Cross-Modal Retrieval via Visual-Textual Prompt Hashing. - Bingzhi Chen; Zhongqi Wu; Yishu Liu; Biqing Zeng; Guangming Lu 002; Zheng Zhang 006 (IJCAI, 2024)

Medical Cross-Modal Prompt Hashing with Robust Noisy Correspondence Learning. - Yishu Liu; Zhongqi Wu; Bingzhi Chen; Zheng Zhang 006; Guangming Lu 002 (MICCAI (3), 2024)

Stay Focused is All You Need for Adversarial Robustness. - Bingzhi Chen; Ruihan Liu; Yishu Liu; Xiaozhao Fang; Jiahui Pan; Guangming Lu 002; Zheng Zhang 006 (ACM Multimedia, 2024)

Combating Visual Question Answering Hallucinations via Robust Multi-Space Co-Debias Learning. - Jiawei Zhu; Yishu Liu; Huanjia Zhu; Hui Lin; Yuncheng Jiang; Zheng Zhang 006; Bingzhi Chen (ACM Multimedia, 2024)

Exploiting Descriptive Completeness Prior for Cross Modal Hashing with Incomplete Labels. - Haoyang Luo; Zheng Zhang 006; Yadan Luo (NeurIPS, 2024)

AtomTool: Empowering Large Language Models with Tool Utilization Skills. - Yongle Li; Zheng Zhang 006; Junqi Zhang; Wenbo Hu 001; Yongyu Wu; Richang Hong (PRCV (1), 2024)

See the Unseen: Better Context-Consistent Knowledge-Editing by Noises. - Youcheng Huang; Wenqiang Lei; Zheng Zhang 006; Jiancheng Lv 001; Shuicheng Yan (CoRR, 2024)

Towards Analyzing and Understanding the Limitations of DPO: A Theoretical Perspective. - Duanyu Feng; Bowen Qin; Chen Huang 006; Zheng Zhang 006; Wenqiang Lei (CoRR, 2024)

Tele-FLM Technical Report. - Xiang Li 001; Yiqun Yao; Xin Jiang 005; Xuezhi Fang; Chao Wang; Xinzhang Liu; Zihan Wang; Yu Zhao 007; Xin Wang; Yuyao Huang; Shuangyong Song; Yongxiang Li; et al. (CoRR, 2024)

Dishonesty in Helpful and Harmless Alignment. - Youcheng Huang; Jingkun Tang; Duanyu Feng; Zheng Zhang 006; Wenqiang Lei; Jiancheng Lv 001; Anthony G. Cohn 001 (CoRR, 2024)

Contextual Interaction via Primitive-based Adversarial Training For Compositional Zero-shot Learning. - Suyi Li 005; Chenyi Jiang; Shidong Wang; Yang Long 001; Zheng Zhang 006; Haofeng Zhang 001 (CoRR, 2024)

52B to 1T: Lessons Learned via Tele-FLM Series. - Xiang Li 001; Yiqun Yao; Xin Jiang 005; Xuezhi Fang; Chao Wang; Xinzhang Liu; Zihan Wang; Yu Zhao 007; Xin Wang; Yuyao Huang; Shuangyong Song; Yongxiang Li; et al. (CoRR, 2024)

Unsupervised cross domain semantic segmentation with mutual refinement and information distillation. - Dexin Ren; Shidong Wang; Zheng Zhang 006; Wankou Yang; Mingwu Ren; Haofeng Zhang 001 (Neurocomputing, 2024)

Mutual Balancing in State-Object Components for Compositional Zero-Shot Learning. - Chenyi Jiang; Qiaolin Ye; Shidong Wang; Yuming Shen; Zheng Zhang 006; Haofeng Zhang 001 (Pattern Recognit., 2024)

Dynamic Confidence-Aware Multi-Modal Emotion Recognition. - Qi Zhu 001; Chuhang Zheng; Zheng Zhang 006; Wei Shao 005; Daoqiang Zhang (IEEE Trans. Affect. Comput., 2024)

Discriminative Domain Adaption Network for Simultaneously Removing Batch Effects and Annotating Cell Types in Single-Cell RNA-Seq. - Qi Zhu 001; Aizhen Li; Zheng Zhang 006; Chuhang Zheng; Junyong Zhao; Jin-Xing Liu 001; Daoqiang Zhang; Wei Shao 005 (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

Attention-Guided and Noise-Resistant Learning for Robust Medical Image Segmentation. - Bingzhi Chen; Xiaolin Huang; Yishu Liu; Zheng Zhang 006; Guangming Lu 002; Zheng Zhou; Jiahui Pan (IEEE Trans. Instrum. Meas., 2024)

Partition-A-Medical-Image: Extracting Multiple Representative Subregions for Few-Shot Medical Image Segmentation. - Yazhou Zhu; Shidong Wang; Tong Xin; Zheng Zhang 006; Haofeng Zhang 001 (IEEE Trans. Instrum. Meas., 2024)

BadCM: Invisible Backdoor Attack Against Cross-Modal Learning. - Zheng Zhang 006; Xu Yuan 007; Lei Zhu 002; Jingkuan Song; Liqiang Nie (IEEE Trans. Image Process., 2024)

LCEMH: Label Correlation Enhanced Multi-modal Hashing for efficient multi-modal retrieval. - Chaoqun Zheng; Lei Zhu 002; Zheng Zhang 006; Wenjun Duan; Wenpeng Lu (Inf. Sci., 2024)

TransAttUnet: Multi-Level Attention-Guided U-Net With Transformer for Medical Image Segmentation. - Bingzhi Chen; Yishu Liu; Zheng Zhang 006; Guangming Lu 002; Adams Wai-Kin Kong (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Discriminative Regression With Adaptive Graph Diffusion. - Jie Wen 001; Shijie Deng; Lunke Fei; Zheng Zhang 006; Bob Zhang 001; Zhao Zhang 001; Yong Xu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Online Query Expansion Hashing for Efficient Image Retrieval. - Hui Cui 004; Fengling Li 001; Lei Zhu 002; Jingjing Li 001; Zheng Zhang 006 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Partial Tubal Nuclear Norm-Regularized Multiview Subspace Learning. - Yongyong Chen; Yin-Ping Zhao; Shuqin Wang 001; Junxin Chen 001; Zheng Zhang 006 (IEEE Trans. Cybern., 2024)

Invisible Black-Box Backdoor Attack against Deep Cross-Modal Hashing Retrieval. - Tianshi Wang; Fengling Li 001; Lei Zhu 002; Jingjing Li 001; Zheng Zhang 006; Heng Tao Shen (ACM Trans. Inf. Syst., 2024)

Learning With Noisy Labels by Semantic and Feature Space Collaboration. - Han Lin; Yingjian Li; Zheng Zhang 006; Lei Zhu 002; Yong Xu 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Cross-Domain Transfer Hashing for Efficient Cross-Modal Retrieval. - Fengling Li 001; Bowen Wang; Lei Zhu 002; Jingjing Li 001; Zheng Zhang 006; Xiaojun Chang (IEEE Trans. Circuits Syst. Video Technol., 2024)

Deep Fuzzy Multiteacher Distillation Network for Medical Visual Question Answering. - Yishu Liu; Bingzhi Chen; Shuihua Wang; Guangming Lu 002; Zheng Zhang 006 (IEEE Trans. Fuzzy Syst., 2024)

Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions. - Tianshi Wang; Fengling Li 001; Lei Zhu 002; Jingjing Li 001; Zheng Zhang 006; Heng Tao Shen (Proc. IEEE, 2024)

Contrastive Incomplete Cross-Modal Hashing. - Haoyang Luo; Zheng Zhang 006; Liqiang Nie (IEEE Trans. Knowl. Data Eng., 2024)

Contrastive Multi-Bit Collaborative Learning for Deep Cross-Modal Hashing. - Qingpeng Wu; Zheng Zhang 006; Yishu Liu; Jingyi Zhang; Liqiang Nie (IEEE Trans. Knowl. Data Eng., 2024)

Tensor Learning Meets Dynamic Anchor Learning: From Complete to Incomplete Multiview Clustering. - Yongyong Chen; Xiaojia Zhao; Zheng Zhang 006; Youfa Liu; Jingyong Su; Yicong Zhou (IEEE Trans. Neural Networks Learn. Syst., 2024)

LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets. - Duanyu Feng; Bowen Qin; Chen Huang 006; Youcheng Huang; Zheng Zhang 006; Wenqiang Lei (AAAI, 2025)

OT-StainNet: Optimal Transport Driven Semantic Matching for Weakly Paired H&E-to-IHC Stain Transfer. - Xianchao Guan; Yifeng Wang 001; Ye Zhang; Zheng Zhang 006; Yongbing Zhang 002 (AAAI, 2025)

Transferable Adversarial Face Attack with Text Controlled Attribute. - Wenyun Li 001; Zheng Zhang 006; Xiangyuan Lan; Dongmei Jiang (AAAI, 2025)

Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models. - Zijun Chen 001; Wenbo Hu 001; Guande He; Zhijie Deng; Zheng Zhang 006; Richang Hong (COLING, 2025)

PolaFormer: Polarity-aware Linear Attention for Vision Transformers. - Weikang Meng; Yadan Luo; Xin Li 003; Dongmei Jiang; Zheng Zhang 006 (ICLR, 2025)

Selective Multi-grained Alignment for Text-Video Retrieval. - Ziyi Bian; Cong Jiang; Fangzhi Zhu; Zheng Zhang 006 (WWW (Companion Volume), 2025)

DMLoRA: Dynamic Multi-Subspace Low-Rank Adaptation. - Cong Jiang; Fangzhi Zhu; Xiaowei Chen; Junxiong Zhu; Bo Zheng 007; Yifeng Wang 001; Zheng Zhang 006 (WWW (Companion Volume), 2025)

Synthesizing Spreading-out features for generative zero-shot image classification. - Jingren Liu; Ke Sun; Zheng Zhang 006; Yang Long 001; Wankou Yang; Yunyang Yan; Haofeng Zhang 001 (Eng. Appl. Artif. Intell., 2025)

PalmDiff: When Palmprint Generation Meets Controllable Diffusion Model. - Long Tang; Tingting Chai; Zheng Zhang 006; Miao Zhang; Xiangqian Wu 002 (IEEE Trans. Image Process., 2025)

TT-GaussOcc: Test-Time Compute for Self-Supervised Occupancy Prediction via Spatio-Temporal Gaussian Splatting. - Fengyi Zhang; Huitong Yang; Zheng Zhang 006; Zi Huang; Yadan Luo (CoRR, 2025)

Communication-Efficient and Personalized Federated Foundation Model Fine-Tuning via Tri-Matrix Adaptation. - Yongle Li; Bo Liu 005; XianSheng Hua 001; Zheng Zhang 006; Xiaotong Yuan; Richang Hong (CoRR, 2025)

Untargeted Closed-Box Attack Against Healthcare Image Retrieval via Rank Manipulation. - Wenyun Li 001; Zheng Zhang 006; Xiangyuan Lan; Yaowei Wang 001 (IEEE Trans. Consumer Electron., 2025)

Supervised Information Mining From Weakly Paired Images for Breast IHC Virtual Staining. - Xianchao Guan; Zheng Zhang 006; Yifeng Wang 001; Yueheng Li; Yongbing Zhang 002 (IEEE Trans. Medical Imaging, 2025)

NaLaFormer: Norm-Aware Linear Attention for Transformer Models. - Weikang Meng; Yadan Luo; Liangyu Huo; Yaowei Wang 001; Xin Li 003; Zheng Zhang 006 (CoRR, 2025)

Disentangle and Then Fuse: A Cross-Modal Network for Synthesizing Gadolinium-Enhanced Brain MR Images. - Zeng-Yang Che; Zheng Zhang 006; Yaping Wu; Meiyun Wang (IEEE Trans. Circuits Syst. Video Technol., 2025)

Guest Editorial: Domain Adaptation and Generalization for Biomedical and Health Informatics. - Zheng Zhang 006; Jingjing Li 001; Xiaojun Chang; Eugene Yu-Dong Zhang (IEEE J. Biomed. Health Informatics, 2025)