Yiu Ming CHEUNG, Prof

Research Output

Research output per year 1995 2016 2017 2020 2021 2022 2023 2024 2024

• 195 Journal article
• 174 Conference proceeding
• 11 Editorial
• 6 Conference paper
• 7 More
  • 5 Patent
  • 1 Conference article
  • 1 Letter

Research output per year

Research output per year

Search results

• 2023

  Facial Expression Guided Diagnosis of Parkinson's Disease Via High-Quality Data Augmentation

  Huang, W., Zhou, Y., Cheung, Y., Zhang, P., Zha, Y. & Pang, M., Jan 2023, In: IEEE Transactions on Multimedia. 25, p. 7037-7050 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Deep neural networks 100%
  • Screening 96%
  • Fusion reactions 82%
  • Neurodegenerative diseases 77%
  • Image quality 47%
  1 Citation (Scopus)

• Few-Shot Lip-Password Based Speaker Verification

  Hu, Z., Cheung, Y. M., Li, M. & Lan, W., 8 Oct 2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings. 1st ed. IEEE Computer Society, p. 1960-1964 5 p. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Sampling 100%

• Graph-Based Dissimilarity Measurement for Cluster Analysis of Any-Type-Attributed Data

  Zhang, Y. & Cheung, Y-M., Sept 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 9, p. 6530-6544 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Cluster analysis 100%
  • Graph structures 52%
  • Clustering algorithms 38%
  9 Citations (Scopus)

• Grouping-based Oversampling in Kernel Space for Imbalanced Data Classification

  Ren, J., Wang, Y., Cheung, Y., Gao, X-Z. & Guo, X., Jan 2023, In: Pattern Recognition. 133, 14 p., 108992.

  Research output: Contribution to journal › Journal article › peer-review

  • Classifiers 100%
  • Experiments 50%
  24 Citations (Scopus)

• Heuristic smoothing ant colony optimization with differential information for the traveling salesman problem

  Li, W., Wang, C., Huang, Y. & Cheung, Y., Jan 2023, In: Applied Soft Computing. 133, 109943.

  Research output: Contribution to journal › Journal article › peer-review

  • Traveling salesman problem 100%
  • Ant colony optimization 92%
  • Heuristic methods 16%
  • State estimation 13%
  • Evaporation 13%
  11 Citations (Scopus)

• Identity-preserved Complete Face Recovering Network for Partial Face Image

  Li, M. & Cheung, Y. M., Apr 2023, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 7, 2, p. 604-609 6 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Discriminators 100%
  • Partial 54%
  • Encoder 35%
  • Pipelines 20%
  • Identity function 18%
  6 Citations (Scopus)

• Key Point Sensitive Loss for Long-Tailed Visual Recognition

  Li, M., Cheung, Y-M. & Hu, Z., 1 Apr 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 4, p. 4812-4825 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Vision 100%
  • Tail 67%
  • Gradient 33%
  • Class 28%
  • Adjustment 21%
  13 Citations (Scopus)

• Label-Noise Learning with Intrinsically Long-Tailed Data

  Lu, Y., Zhang, Y., Han, B., Cheung, Y. M. & Wang, H., 2 Oct 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. IEEE, p. 1369-1378 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Labels 100%
  • Deep learning 26%
  • Experiments 10%
  3 Citations (Scopus)

• Label-Semantic-Enhanced Online Hashing for Efficient Cross-modal Retrieval

  Jiang, X., Liu, X., Cheung, Y. M., Xu, X., Zheng, S. & Li, T., 10 Jul 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. IEEE, p. 984-989 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Labels 100%
  • Semantics 80%
  • Affinity Labels 44%
  • Hash functions 23%
  • Relaxation 18%
  1 Citation (Scopus)

• Learning Relationship-Enhanced Semantic Graph for Fine-Grained Image–Text Matching

  Liu, X., He, Y., Cheung, Y-M., Xu, X. & Wang, N., Feb 2023, In: IEEE Transactions on Cybernetics. 54, 2, p. 948-961 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Semantics 100%
  • Hinges 19%
  • Computer vision 15%
  • Experiments 6%
  8 Citations (Scopus)

• Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation

  Jin, Y., Li, M., Lu, Y., Cheung, Y. & Wang, H., 18 Jun 2023, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023. Vancouver, BC, Canada: IEEE, p. 23695-23704 10 p. (Conference on Computer Vision and Pattern Recognition (CVPR)).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Excavation 100%
  • Fusion reactions 52%
  • Electric fuses 33%
  • Deep neural networks 31%

• Lossless Data Hiding in Encrypted Images Compatible With Homomorphic Processing

  Wu, H. T., Cheung, Y. M., Zhuang, Z., Xu, L. & Hu, J., Jun 2023, In: IEEE Transactions on Cybernetics. 53, 6, p. 3688-3701 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Substitution reactions 100%
  • Data privacy 34%
  • Cryptography 27%
  • Image processing 26%
  • Pixels 25%
  11 Citations (Scopus)

• OMGH: Online Manifold-Guided Hashing for Flexible Cross-modal Retrieval

  Liu, X., Yi, J., Cheung, Y. M., Xu, X. & Cui, Z., Sept 2023, In: IEEE Transactions on Multimedia. 25, p. 3811-3824 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Hash functions 100%
  • Anchors 86%
  • Labeled data 49%
  • Unsupervised learning 48%
  • Supervised learning 44%
  15 Citations (Scopus)

• SAGN: Semantic-Aware Graph Network for Remote Sensing Scene Classification

  Yang, Y., Tang, X., Cheung, Y-M., Zhang, X. & Jiao, L., 31 Jan 2023, In: IEEE Transactions on Image Processing. 32, p. 1011-1025 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Remote sensing 100%
  • Semantics 65%
  • Image resolution 37%
  • Labels 22%
  • Image classification 9%
  20 Citations (Scopus)

• SA-NMS: Multi-document Summarization with Self-attention and Non-maximum Suppression Selection: Multi-document Summarization with Self-attention and Non-maximum Suppression Selection

  Yu, Y., Wu, M., Su, W., Cheung, Y. M., Zhao, J. & Yu, Z., 23 Apr 2023, Proceedings of the International Conference on Internet of Things, Communication and Intelligent Technology. Dong, J. & Zhang, L. (eds.). 1st ed. Springer, p. 553-563 11 p. (Lecture Notes in Electrical Engineering; vol. 1015 LNEE)( IoTCIT: International Conference on Internet of Things, Communication and Intelligent Technology).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Natural language processing systems 100%
  • Neural networks 99%
  • Object recognition 85%
  • Object detection 84%
  • Redundancy 69%

• Selecting Heterogeneous Features Based on Unified Density-Guided Neighborhood Relation for Complex Biomedical Data Analysis

  Zhao, L., Zhang, Y., Luo, X., Zhang, Y., Cheung, Y. M. & Li, K., 5 Dec 2023, Proceedings - 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023. Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). IEEE, p. 771-778 8 p. (Proceedings - IEEE International Conference on Bioinformatics and Biomedicine, BIBM).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Feature Selection 100%
  • Data analysis 84%
  • Feature extraction 71%
  • Data Analysis 70%
  • Object 37%
  1 Citation (Scopus)

• Special issue on fuzzy systems for biomedical science in healthcare

  Ding, W., Perez, J. A., Cheung, Y. M., Das, S., Yue, X. & Mrozek, D., Jan 2023, In: Applied Soft Computing. 132, 109834.

  Research output: Contribution to journal › Editorial
  1 Citation (Scopus)

• Taking a Part for the Whole: An Archetype-agnostic Framework for Voice-Face Association

  Chen, G., Liu, X., Xu, X., Cheung, Y. M. & Li, T., 27 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Association for Computing Machinery (ACM), p. 7056-7064 9 p. (Proceedings of the ACM International Conference on Multimedia).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Calibration 100%
  • Gaging 85%
  • Invariance 69%
  • Merging 63%
  • Experiments 23%
• 2022

  A Branch Elimination-based Efficient Algorithm for Large-scale Multiple Longest Common Subsequence Problem (Extended Abstract)

  Wei, S., Wang, Y. & Cheung, Y., 9 May 2022, 2022 IEEE 38th International Conference on Data Engineering (ICDE). IEEE, p. 1485-1486 2 p. (IEEE International Conference on Data Engineering (ICDE)).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Dynamic programming 100%
  • Information retrieval 99%
  • Pattern recognition 90%
  • Data storage equipment 62%

• A Cα-dominance-based solution estimation evolutionary algorithm for many-objective optimization

  Liu, J., Wang, Y. & Cheung, Y. M., 19 Jul 2022, In: Knowledge-Based Systems. 248, 108738.

  Research output: Contribution to journal › Journal article › peer-review

  • Evolutionary Algorithms 100%
  • Evolutionary algorithms 74%
  • Optimization Problem 27%
  • Enhancement 10%
  • Pareto 9%
  13 Citations (Scopus)

• A New Distance Metric Exploiting Heterogeneous Interattribute Relationship for Ordinal-and-Nominal-Attribute Data Clustering

  Zhang, Y. & Cheung, Y. M., Feb 2022, In: IEEE Transactions on Cybernetics. 52, 2, p. 758-771 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Distance measurement 100%
  • Entropy 68%
  • Costs 30%
  • Experiments 28%
  17 Citations (Scopus)

• AR²Det: An Accurate and Real-time Rotational One-Stage Ship Detector in Remote Sensing Images

  Yang, Y., Tang, X., Cheung, Y., Zhang, X., Liu, F., Ma, J. & Jiao, L., Jan 2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 14 p., 5605414.

  Research output: Contribution to journal › Journal article › peer-review

  • Remote sensing 100%
  • ship 84%
  • detector 84%
  • Ships 78%
  • Detectors 75%
  31 Citations (Scopus)

• A Rough-to-Fine Evolutionary Multiobjective Optimization Algorithm

  Gu, F., Liu, H-L., Cheung, Y. & Zheng, M., Dec 2022, In: IEEE Transactions on Cybernetics. 52, 12, p. 13472-13485 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Multiobjective optimization 100%
  • Refining 20%
  • Decomposition 15%
  • Set theory 13%
  10 Citations (Scopus)

• A Survey of Human Action Recognition and Posture Prediction

  Ma, N., Wu, Z., Cheung, Y. M., Guo, Y., Gao, Y., Li, J. & Jiang, B., 1 Dec 2022, In: Tsinghua Science and Technology. 27, 6, p. 973-1001 29 p.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Deep learning 100%
  • Computer vision 94%
  • Industry 48%
  31 Citations (Scopus)

• A Unified Framework for Bidirectional Prototype Learning From Contaminated Faces Across Heterogeneous Domains

  Pang, M., Wang, B., Huang, S., Cheung, Y. M. & Wen, B., 1 Apr 2022, In: IEEE Transactions on Information Forensics and Security. 17, p. 1544-1557 14 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Discriminators 100%
  • Face recognition 38%
  12 Citations (Scopus)

• Concept Drift-Tolerant Transfer Learning in Dynamic Environments

  Yang, C., Cheung, Y. M., Ding, J. & Tan, K. C., Aug 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 8, p. 3857-3871 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Transfer learning 100%
  • Classifiers 14%
  • Set theory 13%
  17 Citations (Scopus)

• Cross-domain Prototype Learning from Contaminated Faces via Disentangling Latent Factors

  Pang, M., Wang, B., Chen, S., Cheung, Y., Zou, R. & Huang, W., 17 Oct 2022, CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge Management. Association for Computing Machinery (ACM), p. 4369-4373 5 p.

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Discriminators 100%
  • Transfer learning 31%
  • Experiments 9%

• Detach and Enhance: Learning Disentangled Cross-modal Latent Representation for Efficient Face-Voice Association and Matching

  Yu, Z., Liu, X., Cheung, Y., Zhu, M., Xu, X., Wang, N. & Li, T., 28 Nov 2022, 2022 IEEE International Conference on Data Mining (ICDM). IEEE, p. 648-655 8 p. (IEEE International Conference on Data Mining (ICDM)).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Supervised learning 100%
  • Data mining 78%
  • Semantics 64%
  • Experiments 33%
  1 Citation (Scopus)

• Equalization ensemble for large scale highly imbalanced data classification

  Ren, J., Wang, Y., Mao, M. & Cheung, Y., Apr 2022, In: Knowledge-Based Systems. 242, 108295.

  Research output: Contribution to journal › Journal article › peer-review

  • Equalization 100%
  • Classifier 97%
  • Classifiers 58%
  • Sampling 51%
  • Imbalance 46%
  22 Citations (Scopus)

• Evolutionary Sequential Transfer Optimization for Objective-Heterogeneous Problems

  Xue, X., Yang, C., Hu, Y., Zhang, K., Cheung, Y. M., Song, L. & Tan, K. C., Dec 2022, In: IEEE Transactions on Evolutionary Computation. 26, 6, p. 1424-1438 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Optimization 100%
  • Knowledge Transfer 90%
  • Target 56%
  • Optimization Problem 47%
  • Multiobjective optimization 41%
  14 Citations (Scopus)

• FDDH: Fast Discriminative Discrete Hashing for Large-Scale Cross-Modal Retrieval

  Liu, X., Wang, X. & Cheung, Y-M., Nov 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 11, p. 6306-6320 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Semantics 100%
  • Labels 15%
  40 Citations (Scopus)

• Feature-Balanced Loss for Long-Tailed Visual Recognition

  Li, M., Cheung, Y. & Jiang, J., 18 Jul 2022, 2022 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 6 p. (IEEE International Conference on Multimedia and Expo (ICME)).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Curricula 100%
  • Deep neural networks 92%
  • Degradation 66%
  • Experiments 34%
  12 Citations (Scopus)

• FEDIC: Federated Learning on Non-IID and Long-tailed Data via Calibrated Distillation

  Shang, X., Lu, Y., Cheung, Y. & Wang, H., 18 Jul 2022, 2022 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 6 p. (IEEE International Conference on Multimedia and Expo (ICME)).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Distillation 100%
  • Calibration 74%
  • Deep learning 21%
  17 Citations (Scopus)

• Het2Hom: Representation of Heterogeneous Attributes into Homogeneous Concept Spaces for Categorical-and-Numerical-Attribute Data Clustering

  Zhang, Y., Cheung, Y. & Zeng, A., 23 Jul 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. (ed.). International Joint Conferences on Artificial Intelligence, p. 3758-3765 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Cluster analysis 100%
  • Experiments 30%
  5 Citations (Scopus)

• Learnable Weighting of Intra-attribute Distances for Categorical Data Clustering with Nominal and Ordinal Attributes

  Zhang, Y. & Cheung, Y. M., 1 Jul 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 7, p. 3560-3576 17 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Data Clustering 100%
  • Nominal or categorical data 79%
  • Weighting 67%
  • Categorical or nominal 66%
  • Attribute 64%
  12 Citations (Scopus)

• Long-Tailed Visual Recognition via Gaussian Clouded Logit Adjustment

  Li, M., Cheung, Y. M. & Lu, Y., 18 Jun 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. O’Conner, L. (ed.). New Orleans, LA: IEEE, p. 6929-6938 10 p. (Proceedings of IEEE/CVF Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Classifiers 100%
  • Spatial distribution 78%
  • Deep neural networks 68%
  • Sampling 49%
  • Experiments 25%
  43 Citations (Scopus)

• Meta-hashing for Remote Sensing Image Retrieval

  Tang, X., Yang, Y., Ma, J., Cheung, Y. M., Liu, C., Liu, F., Zhang, X. & Jiao, L., Jan 2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 19 p., 5615419.

  Research output: Contribution to journal › Journal article › peer-review

  • Remote sensing 100%
  • Image retrieval 99%
  • remote sensing 61%
  • learning 28%
  • Deep neural networks 25%
  37 Citations (Scopus)

• Password Guessing Based on GAN with Gumbel-Softmax

  Zhou, T., Wu, H. T., Lu, H., Xu, P. & Cheung, Y. M., 27 Apr 2022, In: Security and Communication Networks. 2022, 12 p., 5670629.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  • Discriminators 100%
  • Long short-term memory 46%
  • Data privacy 41%
  • Temperature control 39%
  • Backpropagation 37%
  1 Citation (Scopus)

• Reversible Data Hiding With Brightness Preserving Contrast Enhancement by Two-Dimensional Histogram Modification

  Wu, H. T., Cao, X., Jia, R. & Cheung, Y. M., Nov 2022, In: IEEE Transactions on Circuits and Systems for Video Technology. 32, 11, p. 7605-7617 13 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Luminance 100%
  • Bins 45%
  • Color 44%
  • Image quality 38%
  18 Citations (Scopus)

• Robust Tensor SVD and Recovery With Rank Estimation

  Shi, Q., Cheung, Y. M. & Lou, J., Oct 2022, In: IEEE Transactions on Cybernetics. 52, 10, p. 10667-10682 16 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Singular value decomposition 100%
  • Tensors 96%
  • Recovery 65%
  • Refining 6%
  • Principal component analysis 6%
  14 Citations (Scopus)

• Spatial-temporal interaction module for action recognition

  Luo, H. L., Chen, H., Cheung, Y. M. & Yu, Y., Jul 2022, In: Journal of Electronic Imaging. 31, 4, 17 p., 043007.

  Research output: Contribution to journal › Journal article › peer-review

  • convolution integrals 100%
  • Convolution 94%
  • modules 79%
  • learning 69%
  • interactions 37%
  2 Citations (Scopus)
• 2021

  A branch and bound irredundant graph algorithm for large-scale MLCS problems

  Wang, C., Wang, Y. & Cheung, Y., Nov 2021, In: Pattern Recognition. 119, 13 p., 108059.

  Research output: Contribution to journal › Journal article › peer-review

  • Graph algorithms 100%
  • Branch and bound method 13%
  • Bottles 11%
  • NP-hard 9%
  • Genes 9%
  10 Citations (Scopus)

• Adversarial Tri-Fusion Hashing Network for Imbalanced Cross-Modal Retrieval

  Liu, X., Cheung, Y. M., Hu, Z., He, Y. & Zhong, B., Aug 2021, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 5, 4, p. 607-619 13 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Hashing 100%
  • Retrieval 97%
  • Fusion 83%
  • Fusion reactions 62%
  • Semantics 52%
  16 Citations (Scopus)

• An Expensive Multi-objective Optimization Algorithm Based on Decision Space Compression

  Liu, H., Gu, F. & Cheung, Y. M., Jul 2021, In: International Journal of Pattern Recognition and Artificial Intelligence. 35, 9, 19 p., 2159039.

  Research output: Contribution to journal › Journal article › peer-review

  Open Access

  File

  • Multiobjective optimization 100%
  2 Citations (Scopus)

  26 Downloads (Pure)

• An Uplink Communication-Efficient Approach to Featurewise Distributed Sparse Optimization With Differential Privacy

  Lou, J. & Cheung, Y. M., Oct 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 10, p. 4529-4543 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Communication 100%
  • Sampling 93%
  • Data privacy 68%
  • Scalability 53%
  • Costs 25%
  4 Citations (Scopus)

• A Scoring Model Assisted by Frequency for Multi-Document Summarization

  Yu, Y., Wu, M., Su, W. & CHEUNG, Y., 7 Sept 2021, Artificial Neural Networks and Machine Learning – ICANN 2021: 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14–17, 2021, Proceedings, Part V. Farkaš, I., Masulli, P., Otte, S. & Wermter, S. (eds.). 1st ed. Springer Cham, p. 309-320 12 p. (Lecture Notes in Computer Science; vol. 12895)(Theoretical Computer Science and General Issues ; vol. 12895)(ICANN: International Conference on Artificial Neural Networks).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Gold 100%

• Bayesian Low-Tubal-Rank Robust Tensor Factorization with Multi-Rank Determination

  Zhou, Y. & Cheung, Y. M., 1 Jan 2021, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 43, 1, p. 62-76 15 p.

  Research output: Contribution to journal › Journal article › peer-review

  • Factorization 100%
  • Tensors 99%
  • Tensor 81%
  • Tensor Rank 39%
  • Trade-offs 29%
  44 Citations (Scopus)

• Cross-Graph Attention Enhanced Multi-Modal Correlation Learning for Fine-Grained Image-Text Retrieval

  He, Y., Liu, X., Cheung, Y., Peng, S-J., Yi, J. & Fan, W., 11 Jul 2021, SIGIR '21: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery (ACM), p. 1865-1869 5 p.

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Semantics 100%
  • Experiments 8%
  18 Citations (Scopus)

• Efficient Online Label Consistent Hashing for Large-scale Cross-modal Retrieval

  Yi, J., Liu, X., Cheung, Y., Xu, X., Fan, W. & He, Y., 5 Jul 2021, 2021 IEEE International Conference on Multimedia and Expo, ICME 2021. IEEE, p. 1-6 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo (ICME)).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  • Hash functions 100%
  • Labels 72%
  • Semantics 57%
  17 Citations (Scopus)

• Facial Structure Guided GAN for Identity-preserved Face Image De-occlusion

  Cheung, Y. M., Li, M. & Zou, R., Aug 2021, ICMR '21: Proceedings of the 2021 International Conference on Multimedia Retrieval. Association for Computing Machinery (ACM), p. 46-54 9 p. (Proceedings of the International Conference on Multimedia Retrieval).

  Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review

  Open Access

  • Discriminators 100%
  • Convolution 79%
  • Face recognition 77%
  • Textures 64%
  • Experiments 28%
  7 Citations (Scopus)