Mengke Li

Orcid: 0000-0002-9433-9683

Affiliations:

Shenzhen University, College of Computer Science and Software Engineering, Shenzhen, China
Hong Kong Baptist University, Kowloon, Hong Kong (former, PhD 2022)

According to our database¹, Mengke Li authored at least 53 papers between 2019 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Decision Boundary-aware Generation for Long-tailed Learning.

[BibT_eX]

[DOI]

CoRR, May, 2026

CUE: Concept-Aware Multi-Label Expansion to Mitigate Concept Confusion in Long-Tailed Learning.

[BibT_eX]

[DOI]

CoRR, May, 2026

Transitive Vision-Language Prompt Learning for Domain Generalization.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., April, 2026

SECOS: Semantic Capture for Rigorous Classification in Open-World Semi-Supervised Learning.

[BibT_eX]

[DOI]

CoRR, April, 2026

One-Shot Hierarchical Federated Clustering.

[BibT_eX]

[DOI]

CoRR, January, 2026

Break the Tie: Learning Cluster-Customized Category Relationships for Categorical Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Improve Knowledge Distillation via Label Revision and Data Selection.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., December, 2025

MOOD: Leveraging Out-of-Distribution Data to Enhance Imbalanced Semi-Supervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2025

Adaptive Point-Prompt Tuning: Fine-Tuning Heterogeneous Foundation Models for 3D Point Cloud Analysis.

[BibT_eX]

[DOI]

CoRR, September, 2025

Discrete Elective Hashing with Incomplete Labels for Efficient Cross-Modal Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., June, 2025

Long-Tailed Visual Recognition via Permutation-Invariant Head-to-Tail Feature Fusion.

[BibT_eX]

[DOI]

CoRR, June, 2025

Classifying Long-tailed and Label-noise Data via Disentangling and Unlearning.

[BibT_eX]

[DOI]

CoRR, March, 2025

Iterative Prompt Relocation for Distribution-Adaptive Visual Prompt Tuning.

[BibT_eX]

[DOI]

CoRR, March, 2025

Categorical Data Clustering via Value Order Estimated Distance Metric Learning.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2025

ESCOR: Emotion-Aware Semantic Constraint and Correlation Refinement for Image Emotion Distribution Learning.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

FATE: A Prompt-Tuning-Based Semi-Supervised Learning Framework for Extremely Limited Labeled Data.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Gamma Distribution PCA-Enhanced Feature Learning for Angle-Robust SAR Target Recognition.

[BibT_eX]

[DOI]

Chong Zhang

Peng Zhang

Mengke Li

Proceedings of the Forty-second International Conference on Machine Learning, 2025

PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Weighted Density for The Win: Accurate Subspace Density Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Asynchronous Federated Clustering with Unknown Number of Clusters.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Cross-Modal Hashing Method With Properties of Hamming Space: A New Perspective.

[BibT_eX]

[DOI]

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

Adjusting Logit in Gaussian Form for Long-Tailed Visual Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., October, 2024

Joint Semantic Preserving Sparse Hashing for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

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

Audio splicing detection and localization using multistage filterbank spectral sketches and decision fusion.

[BibT_eX]

[DOI]

Multim. Syst., April, 2024

Compact Neural Network via Stacking Hybrid Units.

[BibT_eX]

[DOI]

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

Attributed Graph Clustering via Generalized Quaternion Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Personalized Federated Learning on Heterogeneous and Long-Tailed Data via Expert Collaborative Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Transitive Vision-Language Prompt Learning for Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2024

Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Clustering by Learning the Ordinal Relationships of Qualitative Attribute Values.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

Dynamically Anchored Prompting for Task-Imbalanced Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Long-Tailed Recognition Based on Self-attention Mechanism.

[BibT_eX]

[DOI]

Zekai Feng

Hong Jia

Mengke Li

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Key Points Centered Sparse Hashing for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Learning Order Forest for Qualitative-Attribute Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Adapt PointFormer: 3D Point Cloud Analysis via Adapting 2D Visual Transformers.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Feature Fusion from Head to Tail for Long-Tailed Visual Recognition.

[BibT_eX]

[DOI]

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

2023

YOLOv5s-Cherry: Cherry Target Detection in Dense Scenes Based on Improved YOLOv5s Algorithm.

[BibT_eX]

[DOI]

J. Circuits Syst. Comput., August, 2023

Evolutionary multi-objective optimization for RIS-aided MU-MISO communication systems.

[BibT_eX]

[DOI]

Mengke Li

Bai Yan

Jin Zhang

Soft Comput., June, 2023

Robust audio copy-move forgery detection on short forged slices using sliding window.

[BibT_eX]

[DOI]

J. Inf. Secur. Appl., June, 2023

Identity-Preserved Complete Face Recovering Network for Partial Face Image.

[BibT_eX]

[DOI]

Mengke Li

Yiu-ming Cheung

IEEE Trans. Emerg. Top. Comput. Intell., April, 2023

Key Point Sensitive Loss for Long-Tailed Visual Recognition.

[BibT_eX]

[DOI]

Mengke Li

Yiu-Ming Cheung

Zhikai Hu

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Robust Audio Copy-Move Forgery Detection Using Constant Q Spectral Sketches and GA-SVM.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2023

Feature Fusion from Head to Tail: an Extreme Augmenting Strategy for Long-Tailed Visual Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

DeCAB: Debiased Semi-supervised Learning for Imbalanced Open-Set Data.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Few-Shot Lip-Password Based Speaker Verification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

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

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Fitness landscape analysis and niching genetic approach for hybrid beamforming in RIS-aided communications.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2022

Feature-Balanced Loss for Long-Tailed Visual Recognition.

[BibT_eX]

[DOI]

Mengke Li

Yiu-Ming Cheung

Juyong Jiang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment.

[BibT_eX]

[DOI]

Mengke Li

Yiu-Ming Cheung

Yang Lu

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

2021

Iterative Dynamic Generic Learning for Face Recognition From a Contaminated Single-Sample Per Person.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

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

[BibT_eX]

[DOI]

Yiu-Ming Cheung

Mengke Li

Rong Zou

Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

2020

Iterative Dynamic Generic Learning For Single Sample Face Recognition With A Contaminated Gallery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

2019

SAR Image Change Detection Using PCANet Guided by Saliency Detection.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Mengke Li

Timeline

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