Lei Zhu

Orcid: 0000-0002-2993-7142

Affiliations:

Shandong Normal University, School of Information Science and Engineering, Jinan, China
University of Queensland, Brisbane, QLD, Australia (2016 - 2017)
Singapore Management University, School of Information Systems, Singapore (former)
Huazhong University of Science and Technology, School of Computer Science and Technology, Wuhan, China (PhD 2015)

According to our database¹, Lei Zhu authored at least 232 papers between 2011 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Disentangled Cascaded Graph Convolution Networks for Multi-Behavior Recommendation.

[BibT_eX]

[DOI]

Trans. Recomm. Syst., December, 2024

Talking Face Generation With Audio-Deduced Emotional Landmarks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2024

Cross-Domain Transfer Hashing for Efficient Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., October, 2024

Learning With Noisy Labels by Semantic and Feature Space Collaboration.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., August, 2024

A Comprehensive Survey on Source-Free Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., August, 2024

Instance-level Adversarial Source-free Domain Adaptive Person Re-identification.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., July, 2024

Invisible Black-Box Backdoor Attack against Deep Cross-Modal Hashing Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., July, 2024

MCRPL: A Pretrain, Prompt, and Fine-tune Paradigm for Non-overlapping Many-to-one Cross-domain Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., July, 2024

Temporal Social Graph Network Hashing for Efficient Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2024

Adversarial Source Generation for Source-Free Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., June, 2024

Incomplete Cross-Modal Retrieval with Deep Correlation Transfer.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., May, 2024

Cross-domain Recommendation via Dual Adversarial Adaptation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., May, 2024

Identity-Guided Collaborative Learning for Cloth-Changing Person Reidentification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

A Semantic Perception and CNN-Transformer Hybrid Network for Occluded Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., April, 2024

DA-DAN: A Dual Adversarial Domain Adaption Network for Unsupervised Non-overlapping Cross-domain Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., March, 2024

Time Interval-Enhanced Graph Neural Network for Shared-Account Cross-Domain Sequential Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., March, 2024

Online Query Expansion Hashing for Efficient Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., March, 2024

Self-similarity guided probabilistic embedding matching based on transformer for occluded person re-identification.

[BibT_eX]

[DOI]

Expert Syst. Appl., March, 2024

Ecarnet: enhanced clue-ambiguity reasoning network for multimodal fake news detection.

[BibT_eX]

[DOI]

Multim. Syst., February, 2024

LCEMH: Label Correlation Enhanced Multi-modal Hashing for efficient multi-modal retrieval.

[BibT_eX]

[DOI]

Inf. Sci., February, 2024

Multi-Modal Hashing for Efficient Multimedia Retrieval: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., January, 2024

Source-free Style-diversity Adversarial Domain Adaptation with Privacy-preservation for person re-identification.

[BibT_eX]

[DOI]

Knowl. Based Syst., January, 2024

AAMT: Adversarial Attack-Driven Mutual Teaching for Source-Free Domain-Adaptive Person Reidentification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

BadCM: Invisible Backdoor Attack Against Cross-Modal Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Visually Source-Free Domain Adaptation via Adversarial Style Matching.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

FUMMER: A fine-grained self-supervised momentum distillation framework for multimodal recommendation.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2024

Multi-level cross-modal contrastive learning for review-aware recommendation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction.

[BibT_eX]

[DOI]

CoRR, 2024

MCRPL: A Pretrain, Prompt & Fine-tune Paradigm for Non-overlapping Many-to-one Cross-domain Recommendation.

[BibT_eX]

[DOI]

CoRR, 2024

MMPOI: A Multi-Modal Content-Aware Framework for POI Recommendations.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

DDPO: Direct Dual Propensity Optimization for Post-Click Conversion Rate Estimation.

[BibT_eX]

[DOI]

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

SOIL: Contrastive Second-Order Interest Learning for Multimodal Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Lite-Mind: Towards Efficient and Robust Brain Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Shapley Ensemble Adversarial Attack.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Agile Multi-Source-Free Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Effective Comparative Prototype Hashing for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

When CLIP meets cross-modal hashing retrieval: A new strong baseline.

[BibT_eX]

[DOI]

Inf. Fusion, December, 2023

One for more: Structured Multi-Modal Hashing for multiple multimedia retrieval tasks.

[BibT_eX]

[DOI]

Expert Syst. Appl., December, 2023

GraphCA: Learning from Graph Counterfactual Augmentation for Knowledge Tracing.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, November, 2023

Multi-level Attention-based Domain Disentanglement for BCDR.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., October, 2023

Targeted Adversarial Attack Against Deep Cross-Modal Hashing Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., October, 2023

Work Together: Correlation-Identity Reconstruction Hashing for Unsupervised Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

Multi-level adversarial attention cross-modal hashing.

[BibT_eX]

[DOI]

Signal Process. Image Commun., September, 2023

SRDPR: Social Relation-driven Dynamic network for Personalized micro-video Recommendation.

[BibT_eX]

[DOI]

Expert Syst. Appl., September, 2023

Classification Certainty Maximization for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., August, 2023

Dual-Aligned Feature Confusion Alleviation for Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., August, 2023

Explainable Discrete Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2023

Uneven Bi-Classifier Learning for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., July, 2023

Deep collaborative graph hashing for discriminative image retrieval.

[BibT_eX]

[DOI]

Pattern Recognit., July, 2023

Modality-Invariant Asymmetric Networks for Cross-Modal Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2023

Flexible Multiview Spectral Clustering With Self-Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., April, 2023

Attribute-aware style adaptation for person re-identification.

[BibT_eX]

[DOI]

Multim. Syst., April, 2023

Binary Label Learning for Semi-Supervised Feature Selection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

Language-Augmented Pixel Embedding for Generalized Zero-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., March, 2023

Feature generation based on relation learning and image partition for occluded person re-identification.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., March, 2023

Video Sampled Frame Category Aggregation and Consistent Representation for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., February, 2023

Efficient Query-based Black-box Attack against Cross-modal Hashing Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2023

Partial Multi-Modal Hashing via Neighbor-Aware Completion Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Teacher-Student Learning: Efficient Hierarchical Message Aggregation Hashing for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

TSINIT: A Two-Stage Inpainting Network for Incomplete Text.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Adversarial Mixup Ratio Confusion for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Multi-Modal Discrete Collaborative Filtering for Efficient Cold-Start Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

Adaptive Collaborative Soft Label Learning for Unsupervised Multi-View Feature Selection.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2023

Unsupervised Adaptive Feature Selection With Binary Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions.

[BibT_eX]

[DOI]

CoRR, 2023

Cross-Modal Vertical Federated Learning for MRI Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2023

Identity-Guided Collaborative Learning for Cloth-Changing Person Reidentification.

[BibT_eX]

[DOI]

CoRR, 2023

Automated Prompting for Non-overlapping Cross-domain Sequential Recommendation.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-Behavior Recommendation with Cascading Graph Convolution Networks.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Noise-Robust Continual Test-Time Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Task-Adversarial Adaptation for Multi-modal Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Prototype-guided Knowledge Transfer for Federated Unsupervised Cross-modal Hashing.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Effective Occlusion Suppression Network via Grouped Pose Estimation for Occluded Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Cross-Domain Adaptative Learning for Online Advertisement Customer Lifetime Value Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Mutual-Enhanced Incongruity Learning Network for Multi-Modal Sarcasm Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Personalized Crowd Emotional Contagion Coupling the Virtual and Physical Cyberspace.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

Discriminative Visual Similarity Search with Semantically Cycle-consistent Hashing Networks.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2022

Feature-Level Attentive ICF for Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

Embedding Hierarchical Structures for Venue Category Representation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

Efficient Multi-modal Hashing with Online Query Adaption for Multimedia Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

Adversarial Entropy Optimization for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Targeted Attack of Deep Hashing Via Prototype-Supervised Adversarial Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

An Attribute-Aware Attentive GCN Model for Attribute Missing in Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Faster Domain Adaptation Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Efficient Semi-Supervised Multimodal Hashing With Importance Differentiation Regression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Domain Adaptive Remaining Useful Life Prediction With Transformer.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

Investigating the Bilateral Connections in Generative Zero-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Hierarchical Feature Aggregation Based on Transformer for Image-Text Matching.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Adversarial Graph Convolutional Network for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Deep Discrete Hashing for Label Distribution Learning.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2022

ZeroNAS: Differentiable Generative Adversarial Networks Search for Zero-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Divergence-Agnostic Unsupervised Domain Adaptation by Adversarial Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Coarse-to-fine dual-level attention for video-text cross modal retrieval.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Visible-infrared person re-identification based on key-point feature extraction and optimization.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2022

Cognitive multi-modal consistent hashing with flexible semantic transformation.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2022

Binary multi-modal matrix factorization for fast item cold-start recommendation.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Who is gambling? Finding cryptocurrency gamblers using multi-modal retrieval methods.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2022

Bit-aware Semantic Transformer Hashing for Multi-modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Pixel Exclusion: Uncertainty-aware Boundary Discovery for Active Cross-Domain Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Source-Free Active Domain Adaptation via Energy-Based Locality Preserving Transfer.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Energy-Based Domain Generalization for Face Anti-Spoofing.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Webly Supervised Image Hashing with Lightweight Semantic Transfer Network.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Copy Motion From One to Another: Fake Motion Video Generation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Inconsistency Distillation For Consistency: Enhancing Multi-View Clustering via Mutual Contrastive Teacher-Student Leaning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Interpretable Open-Set Domain Adaptation via Angular Margin Separation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Distinguishing Unseen from Seen for Generalized Zero-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Adaptive Partial Multi-View Hashing for Efficient Social Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Adversarial Energy Disaggregation.

[BibT_eX]

[DOI]

Trans. Data Sci., 2021

Adaptive Component Embedding for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Dual-Level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Unsupervised Deep K-Means Hashing for Efficient Image Retrieval and Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Challenging tough samples in unsupervised domain adaptation.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Maximum Density Divergence for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Learning a Weighted Classifier for Conditional Domain Adaptation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Label propagation with structured graph learning for semi-supervised dimension reduction.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Unsupervised soft-label feature selection.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Task-adaptive Asymmetric Deep Cross-modal Hashing.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Person re-identification based on multi-scale feature learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Dual-modality hard mining triplet-center loss for visible infrared person re-identification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Multi-modal discrete tensor decomposition hashing for efficient multimedia retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Domain Adaptive Semantic Segmentation without Source Data.

[BibT_eX]

[DOI]

CoRR, 2021

Adversarial Energy Disaggregation for Non-intrusive Load Monitoring.

[BibT_eX]

[DOI]

CoRR, 2021

Factor-level Attentive ICF for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Evaluation of gene-drug common module identification methods using pharmacogenomics data.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

Interest-aware Message-Passing GCN for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

UGRec: Modeling Directed and Undirected Relations for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Domain Adaptive Semantic Segmentation without Source Data.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Motion Prediction via Joint Dependency Modeling in Phase Space.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Graph Convolutional Multi-modal Hashing for Flexible Multimedia Retrieval.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Imbalanced Source-free Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

JDMAN: Joint Discriminative and Mutual Adaptation Networks for Cross-Domain Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Learning Transferrable and Interpretable Representations for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Two-pronged Strategy: Lightweight Augmented Graph Network Hashing for Scalable Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation.

[BibT_eX]

[DOI]

Quoc Viet Hung Nguyen

Hongzhi Yin

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Balanced Open Set Domain Adaptation via Centroid Alignment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Fine-Grained Privacy Detection with Graph-Regularized Hierarchical Attentive Representation Learning.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Robust Structured Graph Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Efficient Supervised Discrete Multi-View Hashing for Large-Scale Multimedia Search.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Fast Discrete Collaborative Multi-Modal Hashing for Large-Scale Multimedia Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Joint Multi-View Hashing for Large-Scale Near-Duplicate Video Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Flexible Multi-modal Hashing for Scalable Multimedia Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2020

Deep Collaborative Multi-View Hashing for Large-Scale Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Scalable Deep Hashing for Large-Scale Social Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Discrete Optimal Graph Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Efficient Parameter-Free Adaptive Multi-Modal Hashing.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

Efficient weakly-supervised discrete hashing for large-scale social image retrieval.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Learning explicitly transferable representations for domain adaptation.

[BibT_eX]

[DOI]

Neural Networks, 2020

Label consistent locally linear embedding based cross-modal hashing.

[BibT_eX]

[DOI]

Hui Zeng

Huaxiang Zhang

Lei Zhu

Inf. Process. Manag., 2020

Robust optimal graph clustering.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Unsupervised Deep Cross-modal Hashing with Virtual Label Regression.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Multi-view feature selection via Nonnegative Structured Graph Learning.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Task-adaptive Asymmetric Deep Cross-modal Hashing.

[BibT_eX]

[DOI]

CoRR, 2020

A^2-GCN: An Attribute-aware Attentive GCN Model for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2020

Efficient inter-image relation graph neural network hashing for scalable image retrieval.

[BibT_eX]

[DOI]

Hui Cui

Lei Zhu

Wentao Tan

Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Learning Modality-Invariant Latent Representations for Generalized Zero-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Incomplete Cross-modal Retrieval with Dual-Aligned Variational Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

HisRec: Bridging Heterogeneous Information Spaces for Recommendation via Attentive Embedding.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 16th International Conference, 2020

Multi-Feature Discrete Collaborative Filtering for Fast Cold-Start Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

MMALFM: Explainable Recommendation by Leveraging Reviews and Images.

[BibT_eX]

[DOI]

Zhiyong Cheng

Xiaojun Chang

Lei Zhu

Rose Catherine Kanjirathinkal

Mohan S. Kankanhalli

ACM Trans. Inf. Syst., 2019

Heterogeneous Domain Adaptation Through Progressive Alignment.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Distribution-Oriented Aesthetics Assessment With Semantic-Aware Hybrid Network.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Locality Preserving Joint Transfer for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Transfer Independently Together: A Generalized Framework for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Revisiting Jump-Diffusion Process for Visual Tracking: A Reinforcement Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Efficient discrete latent semantic hashing for scalable cross-modal retrieval.

[BibT_eX]

[DOI]

Signal Process., 2019

Weighted locality collaborative representation based on sparse subspace.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2019

Adversarial cross-modal retrieval based on dictionary learning.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Online Multi-modal Hashing with Dynamic Query-adaption.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Residual Graph Convolutional Networks for Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Personalized Hashtag Recommendation for Micro-videos.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Flexible Online Multi-modal Hashing for Large-scale Multimedia Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Alleviating Feature Confusion for Generative Zero-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Cycle-consistent Conditional Adversarial Transfer Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Supervised Short-Length Hashing.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Fusion-Supervised Deep Cross-Modal Hashing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Leveraging the Invariant Side of Generative Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

MoBoost: A Self-improvement Framework for Linear-based Hashing.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

From Zero-Shot Learning to Cold-Start Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Explicit Interaction Model towards Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

A Stochastic Attribute Grammar for Robust Cross-View Human Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Cross-media retrieval with collective deep semantic learning.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

LGA: latent genre aware micro-video recommendation on social media.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

An efficient multi-feature SVM solver for complex event detection.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Joint feature selection and graph regularization for modality-dependent cross-modal retrieval.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2018

Unsupervised multi-view feature extraction with dynamic graph learning.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2018

Learning Discrete Hashing Towards Efficient Fashion Recommendation.

[BibT_eX]

[DOI]

Data Sci. Eng., 2018

Task-Dependent and Query-Dependent Subspace Learning for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Access, 2018

Exploring the Cross-Domain Action Recognition Problem by Deep Feature Learning and Cross-Domain Learning.

[BibT_eX]

[DOI]

IEEE Access, 2018

Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Fast Discrete Cross-modal Hashing With Regressing From Semantic Labels.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

I read, I saw, I tell: Texts Assisted Fine-Grained Visual Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A^3NCF: An Adaptive Aspect Attention Model for Rating Prediction.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Discrete Binary Hashing Towards Efficient Fashion Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

2017

Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Unsupervised Visual Hashing with Semantic Assistant for Content-Based Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Unsupervised Topic Hypergraph Hashing for Efficient Mobile Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search.

[BibT_eX]

[DOI]

CoRR, 2017

Multi-Task Multi-modal Semantic Hashing for Web Image Retrieval with Limited Supervision.

[BibT_eX]

[DOI]

Liang Xie

Lei Zhu

Zhiyong Cheng

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Place-centric Visual Urban Perception with Deep Multi-instance Regression.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Semi-supervised Distance Consistent Cross-modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Visual Analysis in Smart and Connected Communities, 2017

Dynamic Multi-View Hashing for Online Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Exploiting Music Play Sequence for Music Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Leveraging Weak Semantic Relevance for Complex Video Event Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning Robust Graph Hashing for Efficient Similarity Search.

[BibT_eX]

[DOI]

Luyao Liu

Lei Zhu

Zhihui Li

Proceedings of the Databases Theory and Applications, 2017

Locality-Constrained Transfer Coding for Heterogeneous Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2017

Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Cross-Modal Self-Taught Hashing for large-scale image retrieval.

[BibT_eX]

[DOI]

Signal Process., 2016

Unsupervised multi-graph cross-modal hashing for large-scale multimedia retrieval.

[BibT_eX]

[DOI]

Liang Xie

Lei Zhu

Guoqi Chen

Multim. Tools Appl., 2016

Learning Robust Multi-Label Hashing for Efficient Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A novel metadata extraction method for surveillance video.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Computing, 2016

Online Cross-Modal Hashing for Web Image Retrieval.

[BibT_eX]

[DOI]

Liang Xie

Jialie Shen

Lei Zhu

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Landmark Classification With Hierarchical Multi-Modal Exemplar Feature.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Content-Based Visual Landmark Search via Multimodal Hypergraph Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Accelerating Smith-Waterman Alignment of Species-Based Protein Sequences on GPU.

[BibT_eX]

[DOI]

Int. J. Parallel Program., 2015

Schema adaptive modeling and incremental matching for web interface.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015

Topic Hypergraph Hashing for Mobile Image Retrieval.

[BibT_eX]

[DOI]

Lei Zhu

Jialie Shen

Liang Xie

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Sentiment Classification for Chinese Product Reviews Based on Semantic Relevance of Phrase.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

2014

Effective naive Bayes nearest neighbor based image classification on GPU.

[BibT_eX]

[DOI]

J. Supercomput., 2014

Weighting scheme for image retrieval based on bag-of-visual-words.

[BibT_eX]

[DOI]

IET Image Process., 2014

A segment-based sparse matrix-vector multiplication on CUDA.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2014

Near-duplicate detection using GPU-based simhash scheme.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Smart Computing, 2014

Parallel singular value decomposition on heterogeneous multi-core and multi-GPU platforms.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Digital Information Management, 2014

2012

Implementing Smith-Waterman Algorithm with Two-Dimensional Cache on GPUs.

[BibT_eX]

[DOI]

Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

2011

Content-Based Design Patent Image Retrieval Using Structured Features and Multiple Feature Fusion.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Image and Graphics, 2011

Lei Zhu

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