Robust Visual Tracking Using Sparse Discriminative Graph Embedding. - Jidong Zhao; Jingjing Li 001; Ke Lu 001 (IEICE Trans. Inf. Syst., 2015)

Joint Feature Selection and Structure Preservation for Domain Adaptation. - Jingjing Li 001; Jidong Zhao; Ke Lu 001 (IJCAI, 2016)

Multi-manifold Sparse Graph Embedding for Multi-modal Image Classification. - Jingjing Li 001; Yue Wu; Jidong Zhao; Ke Lu 001 (Neurocomputing, 2016)

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

Two Birds One Stone: On both Cold-Start and Long-Tail Recommendation. - Jingjing Li 001; Ke Lu 001; Zi Huang; Heng Tao Shen (ACM Multimedia, 2017)

Low-Rank Representation with Graph Constraints for Robust Visual Tracking. - Jieyan Liu; Ao Ma; Jingjing Li 001; Ke Lu 001 (IEICE Trans. Inf. Syst., 2017)

Kernel CCA Based Transfer Learning for Software Defect Prediction. - Ying Ma; Shunzhi Zhu; Yumin Chen 002; Jingjing Li 001 (IEICE Trans. Inf. Syst., 2017)

Structured Domain Adaptation. - Jingjing Li 001; Yue Wu; Ke Lu 001 (IEEE Trans. Circuits Syst. Video Technol., 2017)

Low-Rank Discriminant Embedding for Multiview Learning. - Jingjing Li 001; Yue Wu; Jidong Zhao; Ke Lu 001 (IEEE Trans. Cybern., 2017)

Learning Distribution-Matched Landmarks for Unsupervised Domain Adaptation. - Mengmeng Jing; Jingjing Li 001; Jidong Zhao; Ke Lu 001 (DASFAA (2), 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)

Fine-grained Image Classification by Visual-Semantic Embedding. - Huapeng Xu; Guilin Qi; Jingjing Li 001; Meng Wang 009; Kang Xu 001; Huan Gao (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)

Coupled local-global adaptation for multi-source transfer learning. - Jieyan Liu; Jingjing Li 001; Ke Lu 001 (Neurocomputing, 2018)

MR-NET: Exploiting Mutual Relation for Visual Relationship Detection. - Yi Bin; Yang Yang 002; Chaofan Tao; Zi Huang; Jingjing Li 001; Heng Tao Shen (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)

Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks. - Ruihong Qiu; Jingjing Li 001; Zi Huang; Hongzhi 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)

A Domain Adaptation Approach for Multistream Classification. - Yue Xie; Jingjing Li 001; Mengmeng Jing; Ke Lu 001; Zi Huang (DASFAA (3), 2019)

Adaptive Component Embedding for Unsupervised Domain Adaptation. - Mengmeng Jing; Jingjing Li 001; Ke Lu 001; Jieyan Liu; Zi Huang (ICME, 2019)

Agile Domain Adaptation. - Jingjing Li 001; Mengmeng Jing; Yue Xie; Ke Lu 001; Zi Huang (IJCNN, 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)

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)

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)

A Channel Pruning Algorithm Based on Depth-Wise Separable Convolution Unit. - Ke Zhang 022; Ken Cheng; Jingjing Li 001; Yuanyuan Peng (IEEE Access, 2019)

Cycle-Consistent Domain Adaptive Faster RCNN. - Dan Zhang; Jingjing Li 001; Lin Xiong; Lan Lin; Mao Ye 001; Shangming Yang (IEEE Access, 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)

CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language. - Zhi Chen 010; Jingjing Li 001; Yadan Luo; Zi Huang; Yang Yang 002 (CoRR, 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)

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)

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)

Dynamic Scheduling for Urban Instant Delivery with Strict Deadlines. - Wenjie Huang; Zhiwei Zhao; Xiaolong An; Geyong Min; Jingjing Li 001 (ICC, 2020)

Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches. - Zhi Chen 010; Sen Wang 001; Jingjing Li 001; Zi Huang (ACM Multimedia, 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)

Semantic feature augmentation for fine-grained visual categorization with few-sample training. - Xiang Guan; Yang Yang 002; Zheng Wang 044; Jingjing Li 001 (MMAsia, 2020)

Multi-level expression guided attention network for referring expression comprehension. - Liang Peng; Yang Yang 002; Xing Xu 001; Jingjing Li 001; Xiaofeng Zhu 001 (MMAsia, 2020)

Self-supervised adversarial learning for cross-modal retrieval. - Yangchao Wang; Shiyuan He; Xing Xu 001; Yang Yang 002; Jingjing Li 001; Heng Tao Shen (MMAsia, 2020)

CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language. - Zhi Chen 010; Jingjing Li 001; Yadan Luo; Zi Huang; Yangyang Yangyang (WACV, 2020)

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

Transferring Inter-Class Correlation. - Hui Wen; Yue Wu; Chenming Yang; Jingjing Li 001; Yue Zhu; Xu Jiang 004; Hancong Duan (CoRR, 2020)

Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation. - Taotao Jing; Bingrong Xu; Jingjing Li 001; Zhengming Ding (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)

Multi-source domain adaptation with graph embedding and adaptive label prediction. - Ao Ma; Fuming You; Mengmeng Jing; Jingjing Li 001; Ke Lu 001 (Inf. Process. Manag., 2020)

Discovering attractive segments in the user-generated video streams. - Zheng Wang 044; Jie Zhou 001; Jing Ma 004; Jingjing Li 001; Jiangbo Ai; Yang Yang 002 (Inf. Process. Manag., 2020)

Joint metric and feature representation learning for unsupervised domain adaptation. - Yue Xie; Zhekai Du; Jingjing Li 001; Mengmeng Jing; Erpeng Chen; Ke Lu 001 (Knowl. Based Syst., 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)

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)

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)

Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks. - Ruihong Qiu; Zi Huang; Jingjing Li 001; Hongzhi Yin (ACM Trans. Inf. Syst., 2020)

Exploring nonnegative and low-rank correlation for noise-resistant spectral clustering. - Zheng Wang 044; Lin Zuo; Jing Ma 004; Si Chen; Jingjing Li 001; Zhao Kang 001; Lei Zhang (World Wide Web, 2020)

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)

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

Region Semantically Aligned Network for Zero-Shot Learning. - Ziyang Wang; Yunhao Gou; Jingjing Li 001; Yu Zhang 006; Yang Yang 002 (CIKM, 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)

Multi-Stage Aggregated Transformer Network for Temporal Language Localization in Videos. - Mingxing Zhang; Yang Yang 002; Xinghan Chen; Yanli Ji; Xing Xu 001; Jingjing Li 001; Heng Tao Shen (CVPR, 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)

A 40nm 1Mb 35.6 TOPS/W MLC NOR-Flash Based Computation-in-Memory Structure for Machine Learning. - Yuxin Zhang; Sitao Zeng; Zhiguo Zhu; Zhaolong Qin; Chen Wang 130; Jingjing Li 001; Sanfeng Zhang; Yajuan He; Chunmeng Dou; Xin Si; Meng-Fan Chang; Qiang Li 021 (ISCAS, 2021)

Mitigating Generation Shifts for Generalized Zero-Shot Learning. - Zhi Chen 010; Yadan Luo; Sen Wang 001; Ruihong Qiu; Jingjing Li 001; 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)

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

Disentangled Representation Learning and Enhancement Network for Single Image De-Raining. - Guoqing Wang 001; Changming Sun; Xing Xu 001; Jingjing Li 001; Zheng Wang 044; Zeyu Ma 002 (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)

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

Test-time Batch Statistics Calibration for Covariate Shift. - Fuming You; Jingjing Li 001; Zhou Zhao 001 (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)

Local-Global Attentive Adaptation for Object Detection. - Dan Zhang; Jingjing Li 001; Xingpeng Li; Zhekai Du; Lin Xiong; Mao Ye 001 (Eng. Appl. Artif. Intell., 2021)

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

Reducing bias to source samples for unsupervised domain adaptation. - Yalan Ye; Ziwei Huang; Tongjie Pan; Jingjing Li 001; Heng Tao Shen (Neural Networks, 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)

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)

On Both Cold-Start and Long-Tail Recommendation with Social Data. - Jingjing Li 001; Ke Lu 001; Zi Huang; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 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)

Cross-domain Recommendation via Adversarial Adaptation. - Hongzu Su; Yifei Zhang; Xuejiao Yang; Hua Hua; Shuangyang Wang; Jingjing Li 001 (CIKM, 2022)

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)

Communication-Efficient Federated Data Augmentation on Non-IID Data. - Hui Wen; Yue Wu; Jingjing Li 001; Hancong Duan (CVPR Workshops, 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)

Cross-Domain Communications Between Agents Via Adversarial-Based Domain Adaptation in Reinforcement Learning. - Lichao Meng; Jingjing Li 001; Ke Lu 001 (ICC, 2022)

Online ECG Emotion Recognition for Unknown Subjects via Hypergraph-Based Transfer Learning. - Yalan Ye; Tongjie Pan; Qianhe Meng; Jingjing Li 001; Li Lu 001 (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)

Alleviating Style Sensitivity then Adapting: Source-free Domain Adaptation for Medical Image Segmentation. - Yalan Ye; Ziqi Liu; Yangwuyong Zhang; Jingjing Li 001; Hengtao Shen (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)

Variational Model Perturbation for Source-Free Domain Adaptation. - Mengmeng Jing; Xiantong Zhen; Jingjing Li 001; Cees Snoek (NeurIPS, 2022)

16- and 64-Point Analog Computing of FFT with Improved Performance and Efficiency. - Jingjing Li 001; Xingchen Chao; Qiang Li 021 (PRIME, 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)

Federated Zero-Shot Learning for Visual Recognition. - Zhi Chen 010; Yadan Luo; Sen Wang 001; Jingjing Li 001; Zi Huang (CoRR, 2022)

Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning. - Jiwei Wei; Yang Yang 002; Zeyu Ma 002; Jingjing Li 001; Xing Xu 001; Heng Tao Shen (CoRR, 2022)

Cross-domain Mutual Information Adversarial Maximization. - Lichao Meng; Hongzu Su; Chunwei Lou; Jingjing Li 001 (Eng. Appl. Artif. Intell., 2022)

Domain adaptive state representation alignment for reinforcement learning. - Dongfen Li; Lichao Meng; Jingjing Li 001; Ke Lu 001; Yang Yang 002 (Inf. Sci., 2022)

Semantic guided knowledge graph for large-scale zero-shot learning. - Jiwei Wei; Haotian Sun; Yang Yang 002; Xing Xu 001; Jingjing Li 001; Heng Tao Shen (J. Vis. Commun. Image Represent., 2022)

Transferring Inter-Class Correlation for Teacher-Student frameworks with flexible models. - Hui Wen; Yue Wu; Jingjing Li 001; Chenming Yang; Hancong Duan; Yang Yang 002 (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)

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)

Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction. - Kangkai Wu; Jingjing Li 001; Lin Zuo; Ke Lu 001; 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)

Deep Pairwise Hashing for Cold-Start Recommendation. - Yan Zhang 036; Ivor W. Tsang; Hongzhi Yin; Guowu Yang; Defu Lian; Jingjing Li 001 (IEEE Trans. Knowl. Data Eng., 2022)

Alleviating Domain Shift via Discriminative Learning for Generalized Zero-Shot Learning. - Yalan Ye; Yukun He; Tongjie Pan; Jingjing Li 001; Heng Tao Shen (IEEE Trans. Multim., 2022)

Mind the Remainder: Taylor's Theorem View on Recurrent Neural Networks. - Xiang Guan; Yang Yang 002; Jingjing Li 001; Xing Xu 001; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 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)

Universal adversarial perturbations generative network. - Zheng Wang 044; Yang Yang 002; Jingjing Li 001; Xiaofeng Zhu 001 (World Wide Web, 2022)

Resource-Efficient Distributed Deep Neural Networks Empowered by Intelligent Software-Defined Networking. - Ke Lu 001; Zhekai Du; Jingjing Li 001; Geyong Min (IEEE Trans. Netw. Serv. Manag., 2022)

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)

Minimizing Maximum Model Discrepancy for Transferable Black-box Targeted Attacks. - Anqi Zhao; Tong Chu; Yahao Liu; Wen Li 001; Jingjing Li 001; Lixin Duan (CVPR, 2023)

Order-preserving Consistency Regularization for Domain Adaptation and Generalization. - Mengmeng Jing; Xiantong Zhen; Jingjing Li 001; Cees G. M. Snoek (ICCV, 2023)

Zero-Shot Learning by Harnessing Adversarial Samples. - Zhi Chen 010; Peng-Fei Zhang; Jingjing Li 001; Sen Wang 001; Zi Huang (ACM Multimedia, 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)

Diffusion-Based Probabilistic Uncertainty Estimation for Active Domain Adaptation. - Zhekai Du; Jingjing Li 001 (NeurIPS, 2023)

Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment. - Jinghan Ru; Jun Tian; Zhekai Du; Chengwei Xiao; Jingjing Li 001; Heng Tao Shen (CoRR, 2023)

Alleviating the generalization issue in adversarial domain adaptation networks. - Zhe Xiao; Zhekai Du; Chunwei Lou; Jingjing Li 001 (Image Vis. Comput., 2023)

Online continual learning with declarative memory. - Zhe Xiao; Zhekai Du; Ruijin Wang; Ruimeng Gan; Jingjing Li 001 (Neural Networks, 2023)

Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption. - Kangkai Wu; Jingjing Li 001; Lichao Meng; Fengling Li 001; Heng Tao Shen (IEEE Trans. Instrum. Meas., 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)

GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning. - Zhi Chen 010; Yadan Luo; Sen Wang 001; Jingjing Li 001; Zi Huang (IEEE Trans. Multim., 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)

Manifold Regularized Joint Transfer for Open Set Domain Adaptation. - Jieyan Liu; Hongcai He; Mingzhu Liu; Jingjing Li 001; Ke Lu 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)

Learning MLatent Representations for Generalized Zero-Shot Learning. - Yalan Ye; Tongjie Pan; Tonghoujun Luo; Jingjing Li 001; Heng Tao Shen (IEEE Trans. Multim., 2023)

CFPNet: A Denoising Network for Complex Frequency Band Signal Processing. - Ke Zhang 022; Miao Long; Jie Chen; Mingzhu Liu; Jingjing Li 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)

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)

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)

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)

On the Imaginary Wings: Text-Assisted Complex-Valued Fusion Network for Fine-Grained Visual Classification. - Xiang Guan; Yang Yang 002; Jingjing Li 001; Xiaofeng Zhu 001; Jingkuan Song; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 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)

Open Set Domain Adaptation via Joint Alignment and Category Separation. - Jieyan Liu; Mengmeng Jing; Jingjing Li 001; Ke Lu 001; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2023)

Continuous-time graph directed information maximization for temporal network representation. - Chenming Yang; Jingjing Li 001; Ke Lu 001; Bryan Hooi; Liang Zhou 003 (Inf. Sci., 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)

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)

Image-text Retrieval with Main Semantics Consistency. - Yi Xie; Yangtao Wang; Yanzhao Xie; Xin Tan 002; Jingjing Li 001; Xiaocui Li; Weilong Peng; Maobin Tang; Meie Fang (CIKM, 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)

Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation. - Xinyao Li; Yuke Li; Zhekai Du; Fengling Li 001; Ke Lu 001; Jingjing Li 001 (CVPR, 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)

Adversarial-Enhanced Causal Multi-Task Framework for Debiasing Post-Click Conversion Rate Estimation. - Xinyue Zhang; Cong Huang; Kun Zheng; Hongzu Su; Tianxu Ji; Wei Wang 366; Hongkai Qi; Jingjing Li 001 (WWW, 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)

Imbalanced Open Set Domain Adaptation via Moving-Threshold Estimation and Gradual Alignment. - Jinghan Ru; Jun Tian; Chengwei Xiao; Jingjing Li 001; Heng Tao Shen (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)

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)

Online Unsupervised Domain Adaptation via Reducing Inter- and Intra-Domain Discrepancies. - Yalan Ye; Tongjie Pan; Qianhe Meng; Jingjing Li 001; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2024)

Adaptive online continual multi-view learning. - Yang Yu; Zhekai Du; Lichao Meng; Jingjing Li 001; Jiang Hu (Inf. Fusion, 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)

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)

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)

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)

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)

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)

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)

Entire-Space Variational Information Exploitation for Post-Click Conversion Rate Prediction. - Ke Fei; Xinyue Zhang; Jingjing Li 001 (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)

Online Adaptive Fault Diagnosis With Test-Time Domain Adaptation. - Kangkai Wu; Jingjing Li 001; Lichao Meng; Fengling Li 001; Ke Lu 001 (IEEE Trans. Ind. Informatics, 2025)

SVIP: Semantically Contextualized Visual Patches for Zero-Shot Learning. - Zhi Chen 010; Zecheng Zhao; Jingcai Guo; Jingjing Li 001; Zi Huang (CoRR, 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)

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)

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)