Content-Based Design Patent Image Retrieval Using Structured Features and Multiple Feature Fusion. - Lei Zhu 002; Hai Jin 001; Ran Zheng; Qin Zhang 004; Xia Xie; Mingrui Guo (ICIG, 2011)

Implementing Smith-Waterman Algorithm with Two-Dimensional Cache on GPUs. - Xiaowen Feng; Hai Jin 001; Ran Zheng; Zhiyuan Shao; Lei Zhu 002 (CGC, 2012)

Parallel singular value decomposition on heterogeneous multi-core and multi-GPU platforms. - Xiaowen Feng; Hai Jin 001; Ran Zheng; Lei Zhu 002 (ICDIM, 2014)

Near-duplicate detection using GPU-based simhash scheme. - Xiaowen Feng; Hai Jin 001; Ran Zheng; Lei Zhu 002 (SMARTCOMP, 2014)

A segment-based sparse matrix-vector multiplication on CUDA. - Xiaowen Feng; Hai Jin 001; Ran Zheng; Zhiyuan Shao; Lei Zhu 002 (Concurr. Comput. Pract. Exp., 2014)

Weighting scheme for image retrieval based on bag-of-visual-words. - Lei Zhu 002; Hai Jin 001; Ran Zheng; Xiaowen Feng (IET Image Process., 2014)

Effective naive Bayes nearest neighbor based image classification on GPU. - Lei Zhu 002; Hai Jin 001; Ran Zheng; Xiaowen Feng (J. Supercomput., 2014)

Sentiment Classification for Chinese Product Reviews Based on Semantic Relevance of Phrase. - Heng Chen; Hai Jin 001; Pingpeng Yuan; Lei Zhu 002; Hang Zhu (APWeb, 2015)

Topic Hypergraph Hashing for Mobile Image Retrieval. - Lei Zhu 002; Jialie Shen 001; Liang Xie 001 (ACM Multimedia, 2015)

Schema adaptive modeling and incremental matching for web interface. - Heng Chen; Hai Jin 001; Feng Zhao 003; Lei Zhu 002 (ICSC, 2015)

Accelerating Smith-Waterman Alignment of Species-Based Protein Sequences on GPU. - Xiaowen Feng; Hai Jin 001; Ran Zheng; Lei Zhu 002; Weiqi Dai (Int. J. Parallel Program., 2015)

Content-Based Visual Landmark Search via Multimodal Hypergraph Learning. - Lei Zhu 002; Jialie Shen 001; Hai Jin 001; Ran Zheng; Liang Xie 001 (IEEE Trans. Cybern., 2015)

Landmark Classification With Hierarchical Multi-Modal Exemplar Feature. - Lei Zhu 002; Jialie Shen 001; Hai Jin 001; Liang Xie 001; Ran Zheng (IEEE Trans. Multim., 2015)

Online Cross-Modal Hashing for Web Image Retrieval. - Liang Xie 001; Jialie Shen 001; Lei Zhu 002 (AAAI, 2016)

A novel metadata extraction method for surveillance video. - Ran Zheng; Long Chen; Hai Jin 001; Lei Zhu 002; Qin Zhang 004 (ICNC, 2016)

Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search. - Lei Zhu 002; Jialie Shen 001; Xiaobai Liu; Liang Xie 001; Liqiang Nie (IJCAI, 2016)

Learning Robust Multi-Label Hashing for Efficient Image Retrieval. - Haibao Chen; Yuyan Zhao; Lei Zhu 002; Guilin Chen; Kaichuan Sun (PCM (2), 2016)

Unsupervised multi-graph cross-modal hashing for large-scale multimedia retrieval. - Liang Xie 001; Lei Zhu 002; Guoqi Chen (Multim. Tools Appl., 2016)

Cross-Modal Self-Taught Hashing for large-scale image retrieval. - Liang Xie 001; Lei Zhu 002; Peng Pan 001; Yansheng Lu (Signal Process., 2016)

Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity. - Xiaoshuai Sun; Jiewei Cao; Chao Li 034; Lei Zhu 002; Heng Tao Shen (AAAI, 2017)

Locality-Constrained Transfer Coding for Heterogeneous Domain Adaptation. - Jingjing Li 001; Ke Lu 001; Lei Zhu 002; Zhihui Li 001 (ADC, 2017)

Learning Robust Graph Hashing for Efficient Similarity Search. - Luyao Liu 002; Lei Zhu 002; Zhihui Li 001 (ADC, 2017)

Leveraging Weak Semantic Relevance for Complex Video Event Classification. - Heng Tao Shen; Chao Li 034; Jiewei Cao; Zi Huang; Lei Zhu 002 (ICCV, 2017)

Exploiting Music Play Sequence for Music Recommendation. - Zhiyong Cheng 001; Jialie Shen 001; Lei Zhu 002; Mohan S. Kankanhalli; Liqiang Nie (IJCAI, 2017)

Dynamic Multi-View Hashing for Online Image Retrieval. - Liang Xie 001; Jialie Shen 001; Jungong Han; Lei Zhu 002; Ling Shao 001 (IJCAI, 2017)

Semi-supervised Distance Consistent Cross-modal Retrieval. - Xiao Dong; En Yu; Min Gao 001; Lei Zhu 002; Jiande Sun 001; Huaxiang Zhang 001 (VSCC@MM, 2017)

Place-centric Visual Urban Perception with Deep Multi-instance Regression. - Xiaobai Liu; Qi Chen; Lei Zhu 002; Yuanlu Xu; Liang Lin (ACM Multimedia, 2017)

Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search. - Lei Zhu 002; Zi Huang; Xiaojun Chang; Jingkuan Song; Heng Tao Shen (ACM Multimedia, 2017)

Multi-Task Multi-modal Semantic Hashing for Web Image Retrieval with Limited Supervision. - Liang Xie 001; Lei Zhu 002; Zhiyong Cheng 001 (MMM (1), 2017)

Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search. - Lei Zhu 002; Zi Huang; Xiaobai Liu; Xiangnan He 001; Jingkuan Song; Xiaofang Zhou 001 (CoRR, 2017)

Unsupervised Topic Hypergraph Hashing for Efficient Mobile Image Retrieval. - Lei Zhu 002; Jialie Shen 001; Liang Xie 001; Zhiyong Cheng 001 (IEEE Trans. Cybern., 2017)

Unsupervised Visual Hashing with Semantic Assistant for Content-Based Image Retrieval. - Lei Zhu 002; Jialie Shen 001; Liang Xie 001; Zhiyong Cheng 001 (IEEE Trans. Knowl. Data Eng., 2017)

Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search. - Lei Zhu 002; Zi Huang; Xiaobai Liu; Xiangnan He 001; Jiande Sun 001; Xiaofang Zhou 001 (IEEE Trans. Multim., 2017)

Discrete Binary Hashing Towards Efficient Fashion Recommendation. - Luyao Liu 002; Xingzhong Du; Lei Zhu 002; Fumin Shen; Zi Huang (DASFAA (1), 2018)

A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction. - Zhiyong Cheng 001; Ying Ding; Xiangnan He 001; Lei Zhu 002; Xuemeng Song; Mohan S. Kankanhalli (IJCAI, 2018)

Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection. - Xiao Dong; Lei Zhu 002; Xuemeng Song; Jingjing Li 001; Zhiyong Cheng 001 (IJCAI, 2018)

I read, I saw, I tell: Texts Assisted Fine-Grained Visual Classification. - Jingjing Li 001; Lei Zhu 002; Zi Huang; Ke Lu 001; Jidong Zhao (ACM Multimedia, 2018)

Fast Discrete Cross-modal Hashing With Regressing From Semantic Labels. - Xingbo Liu; Xiushan Nie; Wenjun Zeng 001; Chaoran Cui; Lei Zhu 002; Yilong Yin (ACM Multimedia, 2018)

Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews. - Zhiyong Cheng 001; Ying Ding; Lei Zhu 002; Mohan S. Kankanhalli (WWW, 2018)

Exploring the Cross-Domain Action Recognition Problem by Deep Feature Learning and Cross-Domain Learning. - Zan Gao; Tao-tao Han; Lei Zhu 002; Hua Zhang 003; Yinglong Wang (IEEE Access, 2018)

Task-Dependent and Query-Dependent Subspace Learning for Cross-Modal Retrieval. - Li Wang 148; Lei Zhu 002; En Yu; Jiande Sun 001; Huaxiang Zhang 001 (IEEE Access, 2018)

Learning Discrete Hashing Towards Efficient Fashion Recommendation. - Luyao Liu 002; Xingzhong Du; Lei Zhu 002; Fumin Shen; Zi Huang (Data Sci. Eng., 2018)

Unsupervised multi-view feature extraction with dynamic graph learning. - Dan Shi; Lei Zhu 002; Zhiyong Cheng 001; Zhihui Li 001; Huaxiang Zhang 001 (J. Vis. Commun. Image Represent., 2018)

Joint feature selection and graph regularization for modality-dependent cross-modal retrieval. - Li Wang 148; Lei Zhu 002; Xiao Dong; Li Liu 031; Jiande Sun 001; Huaxiang Zhang 001 (J. Vis. Commun. Image Represent., 2018)

An efficient multi-feature SVM solver for complex event detection. - Huan Liu 012; Qinghua Zheng; Zhihui Li 001; Tao Qin 002; Lei Zhu 002 (Multim. Tools Appl., 2018)

LGA: latent genre aware micro-video recommendation on social media. - Jingwei Ma; Guang Li; Mingyang Zhong; Xin Zhao 013; Lei Zhu 002; Xue Li 001 (Multim. Tools Appl., 2018)

Cross-media retrieval with collective deep semantic learning. - Bin Zhang 050; Lei Zhu 002; Jiande Sun 001; Huaxiang Zhang 001 (Multim. Tools Appl., 2018)

A Stochastic Attribute Grammar for Robust Cross-View Human Tracking. - Xiaobai Liu; Yuanlu Xu; Lei Zhu 002; Yadong Mu (IEEE Trans. Circuits Syst. Video Technol., 2018)

Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval. - Lei Zhu 002; Zi Huang; Zhihui Li 001; Liang Xie 001; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2018)

Explicit Interaction Model towards Text Classification. - Cunxiao Du; Zhaozheng Chen; Fuli Feng; Lei Zhu 002; Tian Gan; Liqiang Nie (AAAI, 2019)

From Zero-Shot Learning to Cold-Start Recommendation. - Jingjing Li 001; Mengmeng Jing; Ke Lu 001; Lei Zhu 002; Yang Yang 002; Zi Huang (AAAI, 2019)

MoBoost: A Self-improvement Framework for Linear-based Hashing. - Xingbo Liu; Xiushan Nie; Xiaoming Xi; Lei Zhu 002; Yilong Yin (CIKM, 2019)

Leveraging the Invariant Side of Generative Zero-Shot Learning. - Jingjing Li 001; Mengmeng Jing; Ke Lu 001; Zhengming Ding; Lei Zhu 002; Zi Huang (CVPR, 2019)

Fusion-Supervised Deep Cross-Modal Hashing. - Li Wang 148; Lei Zhu 002; En Yu; Jiande Sun 001; Huaxiang Zhang 001 (ICME, 2019)

Supervised Short-Length Hashing. - Xingbo Liu; Xiushan Nie; Quan Zhou; Xiaoming Xi; Lei Zhu 002; Yilong Yin (IJCAI, 2019)

Cycle-consistent Conditional Adversarial Transfer Networks. - Jingjing Li 001; Erpeng Chen; Zhengming Ding; Lei Zhu 002; Ke Lu 001; Zi Huang (ACM Multimedia, 2019)

Alleviating Feature Confusion for Generative Zero-shot Learning. - Jingjing Li 001; Mengmeng Jing; Ke Lu 001; Lei Zhu 002; Yang Yang 002; Zi Huang (ACM Multimedia, 2019)

Flexible Online Multi-modal Hashing for Large-scale Multimedia Retrieval. - Xu Lu 004; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; Xiushan Nie; Huaxiang Zhang 001 (ACM Multimedia, 2019)

Personalized Hashtag Recommendation for Micro-videos. - Yinwei Wei; Zhiyong Cheng 001; Xuzheng Yu; Zhou Zhao 001; Lei Zhu 002; Liqiang Nie (ACM Multimedia, 2019)

Residual Graph Convolutional Networks for Zero-Shot Learning. - Jiwei Wei; Yang Yang 002; Jingjing Li 001; Lei Zhu 002; Lin Zuo; Heng Tao Shen (MMAsia, 2019)

Online Multi-modal Hashing with Dynamic Query-adaption. - Xu Lu 004; Lei Zhu 002; Zhiyong Cheng 001; Liqiang Nie; Huaxiang Zhang 001 (SIGIR, 2019)

Adversarial cross-modal retrieval based on dictionary learning. - Fei Shang; Huaxiang Zhang 001; Lei Zhu 002; Jiande Sun 001 (Neurocomputing, 2019)

Weighted locality collaborative representation based on sparse subspace. - Xiao Dong; Huaxiang Zhang 001; Lei Zhu 002; Wenbo Wan; Zhenhua Wang; Qiang Wang 015; Peilian Guo; Hui Ji; Jiande Sun 001 (J. Vis. Commun. Image Represent., 2019)

Efficient discrete latent semantic hashing for scalable cross-modal retrieval. - Xu Lu 004; Lei Zhu 002; Zhiyong Cheng 001; Xuemeng Song; Huaxiang Zhang 001 (Signal Process., 2019)

Revisiting Jump-Diffusion Process for Visual Tracking: A Reinforcement Learning Approach. - Xiaobai Liu; Qian Xu; Thuan Chau; Yadong Mu; Lei Zhu 002; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2019)

Transfer Independently Together: A Generalized Framework for Domain Adaptation. - Jingjing Li 001; Ke Lu 001; Zi Huang; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Cybern., 2019)

Locality Preserving Joint Transfer for Domain Adaptation. - Jingjing Li 001; Mengmeng Jing; Ke Lu 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Image Process., 2019)

Distribution-Oriented Aesthetics Assessment With Semantic-Aware Hybrid Network. - Chaoran Cui; Huihui Liu; Tao Lian; Liqiang Nie; Lei Zhu 002; Yilong Yin (IEEE Trans. Multim., 2019)

Heterogeneous Domain Adaptation Through Progressive Alignment. - Jingjing Li 001; Ke Lu 001; Zi Huang; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2019)

MMALFM: Explainable Recommendation by Leveraging Reviews and Images. - Zhiyong Cheng 001; Xiaojun Chang; Lei Zhu 002; Rose Catherine Kanjirathinkal; Mohan S. Kankanhalli (ACM Trans. Inf. Syst., 2019)

Multi-Feature Discrete Collaborative Filtering for Fast Cold-Start Recommendation. - Yang Xu 025; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; Jiande Sun 001 (AAAI, 2020)

HisRec: Bridging Heterogeneous Information Spaces for Recommendation via Attentive Embedding. - Jingwei Ma; Lei Zhu 002; Jiahui Wen; Mingyang Zhong (ADMA, 2020)

Incomplete Cross-modal Retrieval with Dual-Aligned Variational Autoencoders. - Mengmeng Jing; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Yang Yang 002; Zi Huang (ACM Multimedia, 2020)

Learning Modality-Invariant Latent Representations for Generalized Zero-shot Learning. - Jingjing Li 001; Mengmeng Jing; Lei Zhu 002; Zhengming Ding; Ke Lu 001; Yang Yang 002 (ACM Multimedia, 2020)

Efficient inter-image relation graph neural network hashing for scalable image retrieval. - Hui Cui 004; Lei Zhu 002; Wentao Tan (MMAsia, 2020)

A^2-GCN: An Attribute-aware Attentive GCN Model for Recommendation. - Fan Liu 008; Zhiyong Cheng 001; Lei Zhu 002; Chenghao Liu; Liqiang Nie (CoRR, 2020)

Task-adaptive Asymmetric Deep Cross-modal Hashing. - Tong Wang; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; Huaxiang Zhang 001 (CoRR, 2020)

Multi-view feature selection via Nonnegative Structured Graph Learning. - Xiangpin Bai; Lei Zhu 002; Cheng Liang 001; Jingjing Li 001; Xiushan Nie; Xiaojun Chang (Neurocomputing, 2020)

Unsupervised Deep Cross-modal Hashing with Virtual Label Regression. - Tong Wang; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; Zan Gao (Neurocomputing, 2020)

Robust optimal graph clustering. - Fei Wang 055; Lei Zhu 002; Cheng Liang 001; Jingjing Li 001; Xiaojun Chang; Ke Lu 001 (Neurocomputing, 2020)

Label consistent locally linear embedding based cross-modal hashing. - Hui Zeng; Huaxiang Zhang 001; Lei Zhu 002 (Inf. Process. Manag., 2020)

Learning explicitly transferable representations for domain adaptation. - Mengmeng Jing; Jingjing Li 001; Ke Lu 001; Lei Zhu 002; Yang Yang 002 (Neural Networks, 2020)

Efficient weakly-supervised discrete hashing for large-scale social image retrieval. - Hui Cui 004; Lei Zhu 002; Chaoran Cui; Xiushan Nie; Huaxiang Zhang 001 (Pattern Recognit. Lett., 2020)

Efficient Parameter-Free Adaptive Multi-Modal Hashing. - Chaoqun Zheng; Lei Zhu 002; Shusen Zhang; Huaxiang Zhang 001 (IEEE Signal Process. Lett., 2020)

Discrete Optimal Graph Clustering. - Yudong Han; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; Xiaobai Liu (IEEE Trans. Cybern., 2020)

Scalable Deep Hashing for Large-Scale Social Image Retrieval. - Hui Cui 004; Lei Zhu 002; Jingjing Li 001; Yang Yang 002; Liqiang Nie (IEEE Trans. Image Process., 2020)

Deep Collaborative Multi-View Hashing for Large-Scale Image Search. - Lei Zhu 002; Xu Lu 004; Zhiyong Cheng 001; Jingjing Li 001; Huaxiang Zhang 001 (IEEE Trans. Image Process., 2020)

Flexible Multi-modal Hashing for Scalable Multimedia Retrieval. - Lei Zhu 002; Xu Lu 004; Zhiyong Cheng 001; Jingjing Li 001; Huaxiang Zhang 001 (ACM Trans. Intell. Syst. Technol., 2020)

Joint Multi-View Hashing for Large-Scale Near-Duplicate Video Retrieval. - Xiushan Nie; Weizhen Jing; Chaoran Cui; Chen Jason Zhang; Lei Zhu 002; Yilong Yin (IEEE Trans. Knowl. Data Eng., 2020)

Fast Discrete Collaborative Multi-Modal Hashing for Large-Scale Multimedia Retrieval. - Chaoqun Zheng; Lei Zhu 002; Xu Lu 004; Jingjing Li 001; Zhiyong Cheng 001; Hanwang Zhang (IEEE Trans. Knowl. Data Eng., 2020)

Efficient Supervised Discrete Multi-View Hashing for Large-Scale Multimedia Search. - Xu Lu 004; Lei Zhu 002; Jingjing Li 001; Huaxiang Zhang 001; Heng Tao Shen (IEEE Trans. Multim., 2020)

Robust Structured Graph Clustering. - Dan Shi; Lei Zhu 002; Yikun Li; Jingjing Li 001; Xiushan Nie (IEEE Trans. Neural Networks Learn. Syst., 2020)

Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning. - Xiaolin Chen; Xuemeng Song; Ruiyang Ren; Lei Zhu 002; Zhiyong Cheng 001; Liqiang Nie (ACM Trans. Inf. 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)

Balanced Open Set Domain Adaptation via Centroid Alignment. - Mengmeng Jing; Jingjing Li 001; Lei Zhu 002; Zhengming Ding; Ke Lu 001; Yang Yang 002 (AAAI, 2021)

Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation. - Zhekai Du; Jingjing Li 001; Hongzu Su; Lei Zhu 002; Ke Lu 001 (CVPR, 2021)

DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation. - Lei Guo 008; Li Tang; Tong Chen 005; Lei Zhu 002; Quoc Viet Hung Nguyen; Hongzhi Yin (IJCAI, 2021)

Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion. - Zhenguang Liu; Peng Qian; Xiang Wang 010; Lei Zhu 002; Qinming He; Shouling Ji (IJCAI, 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)

Learning Transferrable and Interpretable Representations for Domain Generalization. - Zhekai Du; Jingjing Li 001; Ke Lu 001; Lei Zhu 002; Zi Huang (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)

Imbalanced Source-free Domain Adaptation. - Xinhao Li 002; Jingjing Li 001; Lei Zhu 002; Guoqing Wang 001; Zi Huang (ACM Multimedia, 2021)

Graph Convolutional Multi-modal Hashing for Flexible Multimedia Retrieval. - Xu Lu 004; Lei Zhu 002; Li Liu 031; Liqiang Nie; Huaxiang Zhang 001 (ACM Multimedia, 2021)

Motion Prediction via Joint Dependency Modeling in Phase Space. - Pengxiang Su; Zhenguang Liu; Shuang Wu 002; Lei Zhu 002; Yifang Yin; Xuanjing Shen (ACM Multimedia, 2021)

Domain Adaptive Semantic Segmentation without Source Data. - Fuming You; Jingjing Li 001; Lei Zhu 002; Zhi Chen 010; Zi Huang (ACM Multimedia, 2021)

UGRec: Modeling Directed and Undirected Relations for Recommendation. - Xinxiao Zhao; Zhiyong Cheng 001; Lei Zhu 002; Jiecai Zheng; Xueqing Li (SIGIR, 2021)

Interest-aware Message-Passing GCN for Recommendation. - Fan Liu 008; Zhiyong Cheng 001; Lei Zhu 002; Zan Gao; Liqiang Nie (WWW, 2021)

Evaluation of gene-drug common module identification methods using pharmacogenomics data. - Jie Huang; Jiazhou Chen; Bin Zhang 050; Lei Zhu 002; Hongmin Cai (Briefings Bioinform., 2021)

Factor-level Attentive ICF for Recommendation. - Zhiyong Cheng 001; Shenghan Mei; Yangyang Guo; Lei Zhu 002; Liqiang Nie (CoRR, 2021)

Adversarial Energy Disaggregation for Non-intrusive Load Monitoring. - Zhekai Du; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Heng Tao Shen (CoRR, 2021)

Domain Adaptive Semantic Segmentation without Source Data. - Fuming You; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Zhi Chen 010; Zi Huang (CoRR, 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)

Dual-modality hard mining triplet-center loss for visible infrared person re-identification. - Xin Cai; Li Liu 031; Lei Zhu 002; Huaxiang Zhang 001 (Knowl. Based Syst., 2021)

Person re-identification based on multi-scale feature learning. - Yueying Li; Li Liu 031; Lei Zhu 002; Huaxiang Zhang 001 (Knowl. Based Syst., 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)

Unsupervised soft-label feature selection. - Fei Wang 055; Lei Zhu 002; Jingjing Li 001; Haibao Chen; Huaxiang Zhang 001 (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)

Learning a Weighted Classifier for Conditional Domain Adaptation. - Fuming You; Hongzu Su; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Yang Yang 002 (Knowl. Based Syst., 2021)

Maximum Density Divergence for Domain Adaptation. - Jingjing Li 001; Erpeng Chen; Zhengming Ding; Lei Zhu 002; Ke Lu 001; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Challenging tough samples in unsupervised domain adaptation. - Lin Zuo; Mengmeng Jing; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Yang Yang 002 (Pattern Recognit., 2021)

Unsupervised Deep K-Means Hashing for Efficient Image Retrieval and Clustering. - Xiao Dong; Li Liu 031; Lei Zhu 002; Zhiyong Cheng 001; Huaxiang Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 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)

Adaptive Component Embedding for Domain Adaptation. - Mengmeng Jing; Jidong Zhao; Jingjing Li 001; Lei Zhu 002; Yang Yang 002; Heng Tao Shen (IEEE Trans. Cybern., 2021)

Adversarial Energy Disaggregation. - Zhekai Du; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Heng Tao Shen (Trans. Data Sci., 2021)

Adaptive Partial Multi-View Hashing for Efficient Social Image Retrieval. - Chaoqun Zheng; Lei Zhu 002; Zhiyong Cheng 001; Jingjing Li 001; An-An Liu (IEEE Trans. Multim., 2021)

Distinguishing Unseen from Seen for Generalized Zero-shot Learning. - Hongzu Su; Jingjing Li 001; Zhi Chen 010; Lei Zhu 002; Ke Lu 001 (CVPR, 2022)

Interpretable Open-Set Domain Adaptation via Angular Margin Separation. - Xinhao Li 002; Jingjing Li 001; Zhekai Du; Lei Zhu 002; Wen Li 001 (ECCV (34), 2022)

Inconsistency Distillation For Consistency: Enhancing Multi-View Clustering via Mutual Contrastive Teacher-Student Leaning. - Dunqiang Liu; Shu-Juan Peng; Xin Liu 011; Lei Zhu 002; Zhen Cui 001; Taihao Li (ICDM, 2022)

Copy Motion From One to Another: Fake Motion Video Generation. - Zhenguang Liu; Sifan Wu 001; Chejian Xu; Xiang Wang 010; Lei Zhu 002; Shuang Wu 002; Fuli Feng (IJCAI, 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)

Energy-Based Domain Generalization for Face Anti-Spoofing. - Zhekai Du; Jingjing Li 001; Lin Zuo; Lei Zhu 002; Ke Lu 001 (ACM Multimedia, 2022)

Source-Free Active Domain Adaptation via Energy-Based Locality Preserving Transfer. - Xinyao Li; Zhekai Du; Jingjing Li 001; Lei Zhu 002; Ke Lu 001 (ACM Multimedia, 2022)

Pixel Exclusion: Uncertainty-aware Boundary Discovery for Active Cross-Domain Semantic Segmentation. - Fuming You; Jingjing Li 001; Zhi Chen 010; Lei Zhu 002 (ACM Multimedia, 2022)

Bit-aware Semantic Transformer Hashing for Multi-modal Retrieval. - Wentao Tan; Lei Zhu 002; Weili Guan; Jingjing Li 001; Zhiyong Cheng 001 (SIGIR, 2022)

Who is gambling? Finding cryptocurrency gamblers using multi-modal retrieval methods. - Zhengjie Huang; Zhenguang Liu; Jianhai Chen; Qinming He; Shuang Wu 002; Lei Zhu 002; Meng Wang 001 (Int. J. Multim. Inf. Retr., 2022)

Binary multi-modal matrix factorization for fast item cold-start recommendation. - Chengmei Peng; Lei Zhu 002; Yang Xu 025; Yaping Li; Lei Guo 008 (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)

Visible-infrared person re-identification based on key-point feature extraction and optimization. - Wenbo Gao; Li Liu 031; Lei Zhu 002; Huaxiang Zhang 001 (J. Vis. Commun. Image Represent., 2022)

Coarse-to-fine dual-level attention for video-text cross modal retrieval. - Ming Jin 007; Huaxiang Zhang 001; Lei Zhu 002; Jiande Sun 001; Li Liu 031 (Knowl. Based Syst., 2022)

Divergence-Agnostic Unsupervised Domain Adaptation by Adversarial Attacks. - Jingjing Li 001; Zhekai Du; Lei Zhu 002; Zhengming Ding; Ke Lu 001; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

ZeroNAS: Differentiable Generative Adversarial Networks Search for Zero-Shot Learning. - Caixia Yan; Xiaojun Chang; Zhihui Li 001; Weili Guan; Zongyuan Ge; Lei Zhu 002; Qinghua Zheng (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Deep Discrete Hashing for Label Distribution Learning. - Zhen Zhang; Lei Zhu 002; Yaping Li; Yang Xu 025 (IEEE Signal Process. Lett., 2022)

Adversarial Graph Convolutional Network for Cross-Modal Retrieval. - Xinfeng Dong; Li Liu 031; Lei Zhu 002; Liqiang Nie; Huaxiang Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Hierarchical Feature Aggregation Based on Transformer for Image-Text Matching. - Xinfeng Dong; Huaxiang Zhang 001; Lei Zhu 002; Liqiang Nie; Li Liu 031 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Investigating the Bilateral Connections in Generative Zero-Shot Learning. - Jingjing Li 001; Mengmeng Jing; Ke Lu 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Cybern., 2022)

Domain Adaptive Remaining Useful Life Prediction With Transformer. - Xinyao Li; Jingjing Li 001; Lin Zuo; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Instrum. Meas., 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)

Faster Domain Adaptation Networks. - Jingjing Li 001; Mengmeng Jing; Hongzu Su; Ke Lu 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2022)

An Attribute-Aware Attentive GCN Model for Attribute Missing in Recommendation. - Fan Liu 008; Zhiyong Cheng 001; Lei Zhu 002; Chenghao Liu; Liqiang Nie (IEEE Trans. Knowl. Data Eng., 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)

Adversarial Entropy Optimization for Unsupervised Domain Adaptation. - Ao Ma; Jingjing Li 001; Ke Lu 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2022)

Efficient Multi-modal Hashing with Online Query Adaption for Multimedia Retrieval. - Lei Zhu 002; Chaoqun Zheng; Xu Lu 004; Zhiyong Cheng 001; Liqiang Nie; Huaxiang Zhang 001 (ACM Trans. Inf. Syst., 2022)

Embedding Hierarchical Structures for Venue Category Representation. - Meng Chen 003; Lei Zhu 002; Ronghui Xu 001; Yang Liu 008; Xiaohui Yu 001; Yilong Yin (ACM Trans. Inf. Syst., 2022)

Feature-Level Attentive ICF for Recommendation. - Zhiyong Cheng 001; Fan Liu 008; Shenghan Mei; Yangyang Guo; Lei Zhu 002; Liqiang Nie (ACM Trans. Inf. 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)

Personalized Crowd Emotional Contagion Coupling the Virtual and Physical Cyberspace. - Xiao Hong; Guijuan Zhang; Dianjie Lu; Hong Liu 013; Lei Zhu 002; Mingliang Xu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Mutual-Enhanced Incongruity Learning Network for Multi-Modal Sarcasm Detection. - Yang Qiao; Liqiang Jing; Xuemeng Song; Xiaolin Chen; Lei Zhu 002; Liqiang Nie (AAAI, 2023)

Cross-Domain Adaptative Learning for Online Advertisement Customer Lifetime Value Prediction. - Hongzu Su; Zhekai Du; Jingjing Li 001; Lei Zhu 002; Ke Lu 001 (AAAI, 2023)

Effective Occlusion Suppression Network via Grouped Pose Estimation for Occluded Person Re-Identification. - Zhihao Li; Huaxiang Zhang 001; Lei Zhu 002; Jiande Sun 001; Li Liu 031 (ICME, 2023)

Prototype-guided Knowledge Transfer for Federated Unsupervised Cross-modal Hashing. - Jingzhi Li; Fengling Li 001; Lei Zhu 002; Hui Cui 004; Jingjing Li 001 (ACM Multimedia, 2023)

Task-Adversarial Adaptation for Multi-modal Recommendation. - Hongzu Su; Jingjing Li 001; Fengling Li 001; Lei Zhu 002; Ke Lu 001; Yang Yang 002 (ACM Multimedia, 2023)

Noise-Robust Continual Test-Time Domain Adaptation. - Zhiqi Yu; Jingjing Li 001; Zhekai Du; Fengling Li 001; Lei Zhu 002; Yang Yang 002 (ACM Multimedia, 2023)

Multi-Behavior Recommendation with Cascading Graph Convolution Networks. - Zhiyong Cheng 001; Sai Han; Fan Liu 008; Lei Zhu 002; Zan Gao; Yuxin Peng (WWW, 2023)

Identity-Guided Collaborative Learning for Cloth-Changing Person Reidentification. - Zan Gao; Shenxun Wei; Weili Guan; Lei Zhu 002; Meng Wang 001; Shenyong Chen (CoRR, 2023)

Cross-Modal Vertical Federated Learning for MRI Reconstruction. - Yunlu Yan; Hong Wang 021; Yawen Huang; Nanjun He; Lei Zhu 002; Yuexiang Li; Yong Xu 001; Yefeng Zheng 001 (CoRR, 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)

Adaptive Collaborative Soft Label Learning for Unsupervised Multi-View Feature Selection. - Dan Shi; Lei Zhu 002; Xiao Dong; Xuemeng Song; Jingjing Li 001; Zhiyong Cheng 001 (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)

Adversarial Mixup Ratio Confusion for Unsupervised Domain Adaptation. - Mengmeng Jing; Lichao Meng; Jingjing Li 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Multim., 2023)

TSINIT: A Two-Stage Inpainting Network for Incomplete Text. - Jiande Sun 001; Fanfu Xue; Jing Li 046; Lei Zhu 002; Huaxiang Zhang 001; Jia Zhang 001 (IEEE Trans. Multim., 2023)

Teacher-Student Learning: Efficient Hierarchical Message Aggregation Hashing for Cross-Modal Retrieval. - Wentao Tan; Lei Zhu 002; Jingjing Li 001; Huaxiang Zhang 001; Junwei Han 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)

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)

Video Sampled Frame Category Aggregation and Consistent Representation for Cross-Modal Retrieval. - Ming Jin 007; Huaxiang Zhang 001; Lei Zhu 002; Jiande Sun 001; Li Liu 031 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Feature generation based on relation learning and image partition for occluded person re-identification. - Yunxiao Pang; Huaxiang Zhang 001; Lei Zhu 002; Dongmei Liu; Li Liu 031 (J. Vis. Commun. Image Represent., 2023)

Language-Augmented Pixel Embedding for Generalized Zero-Shot Learning. - Ziyang Wang; Yunhao Gou; Jingjing Li 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Binary Label Learning for Semi-Supervised Feature Selection. - Dan Shi; Lei Zhu 002; Jingjing Li 001; Zhiyong Cheng 001; Zhenguang Liu (IEEE Trans. Knowl. Data Eng., 2023)

Attribute-aware style adaptation for person re-identification. - Xiaofeng Qu; Li Liu 031; Lei Zhu 002; Huaxiang Zhang 001 (Multim. Syst., 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)

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)

Uneven Bi-Classifier Learning for Domain Adaptation. - Zhiqi Yu; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Explainable Discrete Collaborative Filtering. - Lei Zhu 002; Yang Xu 025; Jingjing Li 001; Weili Guan; Zhiyong Cheng 001 (IEEE Trans. Knowl. Data Eng., 2023)

Dual-Aligned Feature Confusion Alleviation for Generalized Zero-Shot Learning. - Hongzu Su; Jingjing Li 001; Ke Lu 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Classification Certainty Maximization for Unsupervised Domain Adaptation. - Zhiqi Yu; Jingjing Li 001; Lei Zhu 002; Ke Lu 001; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

SRDPR: Social Relation-driven Dynamic network for Personalized micro-video Recommendation. - Jingwei Ma; Kangkang Bian; Jiahui Wen; Yang Xu 025; Mingyang Zhong; Lei Zhu 002 (Expert Syst. Appl., 2023)

Multi-level adversarial attention cross-modal hashing. - Benhui Wang; Huaxiang Zhang 001; Lei Zhu 002; Liqiang Nie; Li Liu 031 (Signal Process. Image Commun., 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)

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)

Multi-level Attention-based Domain Disentanglement for BCDR. - Xinyue Zhang; Jingjing Li 001; Hongzu Su; Lei Zhu 002; Heng Tao Shen (ACM Trans. Inf. Syst., 2023)

GraphCA: Learning from Graph Counterfactual Augmentation for Knowledge Tracing. - Xinhua Wang 003; Shasha Zhao; Lei Guo 008; Lei Zhu 002; Chaoran Cui; Liancheng Xu (IEEE CAA J. Autom. Sinica, 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)

When CLIP meets cross-modal hashing retrieval: A new strong baseline. - Xinyu Xia 002; Guohua Dong; Fengling Li 001; Lei Zhu 002; Xiaomin Ying (Inf. Fusion, 2023)

Effective Comparative Prototype Hashing for Unsupervised Domain Adaptation. - Hui Cui 004; Lihai Zhao; Fengling Li 001; Lei Zhu 002; Xiaohui Han; Jingjing Li 001 (AAAI, 2024)

Agile Multi-Source-Free Domain Adaptation. - Xinyao Li; Jingjing Li 001; Fengling Li 001; Lei Zhu 002; Ke Lu 001 (AAAI, 2024)

Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation. - Zhekai Du; Xinyao Li; Fengling Li 001; Ke Lu 001; Lei Zhu 002; Jingjing Li 001 (CVPR, 2024)

Shapley Ensemble Adversarial Attack. - Zheng Wang 044; Bowen Tang; Yi Bin; Lei Zhu 002; Guoqing Wang 001; Yang Yang 002 (ICME, 2024)

Lite-Mind: Towards Efficient and Robust Brain Representation Learning. - Zixuan Gong; Qi Zhang 020; Guangyin Bao; Lei Zhu 002; Yu Zhang 133; Ke Liu; Liang Hu 004; Duoqian Miao 001 (ACM Multimedia, 2024)

SOIL: Contrastive Second-Order Interest Learning for Multimodal Recommendation. - Hongzu Su; Jingjing Li 001; Fengling Li 001; Ke Lu 001; Lei Zhu 002 (ACM Multimedia, 2024)

DDPO: Direct Dual Propensity Optimization for Post-Click Conversion Rate Estimation. - Hongzu Su; Lichao Meng; Lei Zhu 002; Ke Lu 001; Jingjing Li 001 (SIGIR, 2024)

MMPOI: A Multi-Modal Content-Aware Framework for POI Recommendations. - Yang Xu 025; Gao Cong; Lei Zhu 002; Lizhen Cui (WWW, 2024)

MCRPL: A Pretrain, Prompt & Fine-tune Paradigm for Non-overlapping Many-to-one Cross-domain Recommendation. - Hao Liu 078; Lei Guo 008; Lei Zhu 002; Yongqiang Jiang; Min Gao 001; Hongzhi Yin (CoRR, 2024)

MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction. - Zixuan Gong; Qi Zhang 020; Guangyin Bao; Lei Zhu 002; Ke Liu; Liang Hu 004; Duoqian Miao 001 (CoRR, 2024)

Federated Domain Generalization via Prompt Learning and Aggregation. - Shuai Gong; Chaoran Cui; Chunyun Zhang; Wenna Wang; Xiushan Nie; Lei Zhu 002 (CoRR, 2024)

Multi-level cross-modal contrastive learning for review-aware recommendation. - Yibiao Wei; Yang Xu 025; Lei Zhu 002; Jingwei Ma; Chengmei Peng (Expert Syst. Appl., 2024)

FUMMER: A fine-grained self-supervised momentum distillation framework for multimodal recommendation. - Yibiao Wei; Yang Xu 025; Lei Zhu 002; Jingwei Ma; Jiangping Huang (Inf. Process. Manag., 2024)

Visually Source-Free Domain Adaptation via Adversarial Style Matching. - Mengmeng Jing; Jingjing Li 001; Ke Lu 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Image Process., 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)

AAMT: Adversarial Attack-Driven Mutual Teaching for Source-Free Domain-Adaptive Person Reidentification. - Xiaofeng Qu; Huaxiang Zhang 001; Lei Zhu 002; Liqiang Nie; Li Liu 031 (IEEE Trans. Multim., 2024)

Domain-Adaptive Energy-Based Models for Generalizable Face Anti-Spoofing. - Dan Zhang; Zhekai Du; Jingjing Li 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Multim., 2024)

Source-free Style-diversity Adversarial Domain Adaptation with Privacy-preservation for person re-identification. - Xiaofeng Qu; Li Liu 031; Lei Zhu 002; Liqiang Nie; Huaxiang Zhang 001 (Knowl. Based Syst., 2024)

Multi-Modal Hashing for Efficient Multimedia Retrieval: A Survey. - Lei Zhu 002; Chaoqun Zheng; Weili Guan; Jingjing Li 001; Yang Yang 002; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 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)

Ecarnet: enhanced clue-ambiguity reasoning network for multimodal fake news detection. - Shannan Zhong; Shu-Juan Peng; Xin Liu 011; Lei Zhu 002; Xing Xu 001; Taihao Li (Multim. Syst., 2024)

Self-similarity guided probabilistic embedding matching based on transformer for occluded person re-identification. - Yunxiao Pang; Huaxiang Zhang 001; Lei Zhu 002; Dongmei Liu; Li Liu 031 (Expert Syst. Appl., 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)

Time Interval-Enhanced Graph Neural Network for Shared-Account Cross-Domain Sequential Recommendation. - Lei Guo 008; Jinyu Zhang 002; Li Tang; Tong Chen 005; Lei Zhu 002; Hongzhi Yin (IEEE Trans. Neural Networks Learn. Syst., 2024)

DA-DAN: A Dual Adversarial Domain Adaption Network for Unsupervised Non-overlapping Cross-domain Recommendation. - Lei Guo 008; Hao Liu 078; Lei Zhu 002; Weili Guan; Zhiyong Cheng 001 (ACM Trans. Inf. Syst., 2024)

A Semantic Perception and CNN-Transformer Hybrid Network for Occluded Person Re-Identification. - Zan Gao; Peng Chen; Tao Zhuo; Meng Liu 006; Lei Zhu 002; Meng Wang 001; Shengyong Chen (IEEE Trans. Circuits Syst. Video Technol., 2024)

Identity-Guided Collaborative Learning for Cloth-Changing Person Reidentification. - Zan Gao; Shengxun Wei; Weili Guan; Lei Zhu 002; Meng Wang 001; Shengyong Chen (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Cross-domain Recommendation via Dual Adversarial Adaptation. - Hongzu Su; Jingjing Li 001; Zhekai Du; Lei Zhu 002; Ke Lu 001; Heng Tao Shen (ACM Trans. Inf. Syst., 2024)

Incomplete Cross-Modal Retrieval with Deep Correlation Transfer. - Dan Shi; Lei Zhu 002; Jingjing Li 001; Guohua Dong; Huaxiang Zhang 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Adversarial Source Generation for Source-Free Domain Adaptation. - Chaoran Cui; Fan'an Meng; Chunyun Zhang; Ziyi Liu; Lei Zhu 002; Shuai Gong; Xue Lin 003 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Temporal Social Graph Network Hashing for Efficient Recommendation. - Yang Xu 025; Lei Zhu 002; Jingjing Li 001; Fengling Li 001; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2024)

MCRPL: A Pretrain, Prompt, and Fine-tune Paradigm for Non-overlapping Many-to-one Cross-domain Recommendation. - Hao Liu 078; Lei Guo 008; Lei Zhu 002; Yongqiang Jiang; Min Gao 001; Hongzhi Yin (ACM Trans. Inf. Syst., 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)

Instance-level Adversarial Source-free Domain Adaptive Person Re-identification. - Xiaofeng Qu; Li Liu 031; Lei Zhu 002; Liqiang Nie; Huaxiang Zhang 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

A Comprehensive Survey on Source-Free Domain Adaptation. - Jingjing Li 001; Zhiqi Yu; Zhekai Du; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 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)

Talking Face Generation With Audio-Deduced Emotional Landmarks. - Shuyan Zhai; Meng Liu 006; Yongqiang Li; Zan Gao; Lei Zhu 002; Liqiang Nie (IEEE Trans. Neural Networks Learn. 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)

Based on Spatial and Temporal Implicit Semantic Relational Inference for Cross-Modal Retrieval. - Ming Jin 007; Wenbo Hu 001; Lei Zhu 002; Xiang Wang 010; Richang Hong (IEEE Trans. Circuits Syst. Video Technol., 2024)

Disentangled Cascaded Graph Convolution Networks for Multi-Behavior Recommendation. - Zhiyong Cheng 001; Jianhua Dong; Fan Liu 008; Lei Zhu 002; Xun Yang 001; Meng Wang 001 (Trans. Recomm. Syst., 2024)

Towards Realistic Semi-supervised Medical Image Classification. - Wenxue Li; Lie Ju; Feilong Tang; Peng Xia 005; Xinyu Xiong; Ming Hu; Lei Zhu 002; Zongyuan Ge (AAAI, 2025)

Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation. - Zhiqi Yu; Zhichao Liao; Jingjing Li 001; Zhi Chen 010; Lei Zhu 002 (AAAI, 2025)

Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval. - Ruifan Zuo; Chaoqun Zheng; Lei Zhu 002; Wenpeng Lu; Yuanyuan Xiang; Zhao Li; Xiaofeng Qu (AAAI, 2025)

MSPL: Multi-granularity Semantic Prototype Learning for occluded person re-identification. - Zhihao Li; Huaxiang Zhang 001; Lei Zhu 002; Jiande Sun 001; Li Liu 031 (Neurocomputing, 2025)

Memory recall: Retrieval-Augmented mind reconstruction for brain decoding. - Yuxiao Zhao; Guohua Dong; Lei Zhu 002; Xiaomin Ying (Inf. Fusion, 2025)

When Adversarial Training Meets Prompt Tuning: Adversarial Dual Prompt Tuning for Unsupervised Domain Adaptation. - Chaoran Cui; Ziyi Liu; Shuai Gong; Lei Zhu 002; Chunyun Zhang; Hui Liu 016 (IEEE Trans. Image Process., 2025)

Fast Partial-Modal Online Cross-Modal Hashing. - Fengling Li 001; Yang Sun; Tianshi Wang; Lei Zhu 002; Xiaojun Chang (IEEE Trans. Image Process., 2025)

Attention Guidance by Cross-Domain Supervision Signals for Scene Text Recognition. - Fanfu Xue; Jiande Sun 001; Yaqi Xue; Qiang Wu 009; Lei Zhu 002; Xiaojun Chang; Sen-Ching S. Cheung (IEEE Trans. Image Process., 2025)

Compact-Yet-Separate: Proto-Centric Multi-Modal Hashing With Pronounced Category Differences for Multi-Modal Retrieval. - Ruifan Zuo; Chaoqun Zheng; Lei Zhu 002; Wenpeng Lu; Jiasheng Si; Weiyu Zhang 001 (IEEE Trans. Multim., 2025)

CLG-Net: Rethinking Local and Global Perception in Lightweight Two-View Correspondence Learning. - Minjun Shen; Guobao Xiao; Changcai Yang; Junwen Guo; Lei Zhu 002 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Provable Ordering and Continuity in Vision-Language Pretraining for Generalizable Embodied Agents. - Zhizhen Zhang; Lei Zhu 002; Zhen Fang 001; Zi Huang; Yadan Luo (CoRR, 2025)

Collaborative Aware Bidirectional Semantic Reasoning for Video Question Answering. - Xize Wu; Jiasong Wu; Lei Zhu 002; Lotfi Senhadji; Huazhong Shu (IEEE Trans. Circuits Syst. Video Technol., 2025)

Token-Level Prompt Mixture with Parameter-Free Routing for Federated Domain Generalization. - Shuai Gong; Chaoran Cui; Xiaolin Dong; Xiushan Nie; Lei Zhu 002; Xiaojun Chang (CoRR, 2025)

Heterogeneous Generative Tokens and Distance-Aware Recovery Network for Occluded Person Re-Identification. - Zhihao Li; Huaxiang Zhang 001; Lei Zhu 002; Jiande Sun 001; Li Liu 031 (IEEE Trans. Circuits Syst. Video Technol., 2025)

ARTS: A General and Efficient Multi-Task Self-Prompt Framework for Explainable Sequential Recommendation. - Zunlong Liu; Yang Xu 025; Gao Cong; Lei Zhu 002; Qinjun Qiu; Huaxiang Zhang 001 (ACM Trans. Inf. Syst., 2025)

Generalizing vision-language models to novel domains: A comprehensive survey. - Xinyao Li; Jingjing Li 001; Fengling Li 001; Lei Zhu 002; Yang Yang 002; Heng Tao Shen (CoRR, 2025)

Attack as Defense: Proactive Adversarial Multi-Modal Learning to Evade Retrieval. - Fengling Li 001; Tianshi Wang; Lei Zhu 002; Jingjing Li 001; Heng Tao Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Revealing Security Flaws in Cross-Modal Retrieval Models Through Video Poisoning. - Ming Jin 007; Wenbo Hu 001; Richang Hong; Lei Zhu 002 (IEEE Trans. Circuits Syst. Video Technol., 2025)

Federated Semantic Learning for Privacy-preserving Cross-domain Recommendation. - Ziang Lu; Lei Guo 008; Xu Yu 001; Zhiyong Cheng 001; Xiaohui Han; Lei Zhu 002 (ACM Trans. Inf. Syst., 2025)

Unified modality separation: A vision-language framework for unsupervised domain adaptation. - Xinyao Li; Jingjing Li 001; Zhekai Du; Lei Zhu 002; Heng Tao Shen (CoRR, 2025)

Automated Prompting for Non-Overlapping Cross-Domain Sequential Recommendation. - Lei Guo 008; Chunxiao Wang; Xinhua Wang 003; Lei Zhu 002; Hongzhi Yin (IEEE Trans. Knowl. Data Eng., 2025)

Semantic-enhanced Co-attention Prompt Learning for Non-overlapping Cross-domain Recommendation. - Lei Guo 008; Chenlong Song; Feng Guo; Xiaohui Han; Xiaojun Chang; Lei Zhu 002 (ACM Trans. Inf. Syst., 2025)

HGDNet: De-Noised Review-Based Rating Prediction Using Hierarchical Gating and Discriminative Networks. - Jingwei Ma; Jiahui Wen; Lei Zhu 002; Mingyang Zhong; Yang Xu 025; Lei Guo 008; Hongzhi Yin (ACM Trans. Inf. Syst., 2025)