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ORCIDMengke Li 0001
Person information
- unicode name: 李梦柯
- affiliation: Shenzhen University, College of Computer Science and Software Engineering, Shenzhen, China
- affiliation (former, PhD 2022): Hong Kong Baptist University, Kowloon, Hong Kong
Other persons with the same name
- Mengke Li — disambiguation page
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2020 – today
- 2026
[c21]Mingjie Zhao, Zhanpei Huang, Yang Lu, Mengke Li, Yiqun Zhang, Weifeng Su, Yiu-ming Cheung:
Break the Tie: Learning Cluster-Customized Category Relationships for Categorical Data Clustering. AAAI 2026: 28715-28723- [i20]Shenghong Cai, Zihua Yang, Yang Lu, Mengke Li, Yuzhu Ji, Yiqun Zhang, Yiu-Ming Cheung:
One-Shot Hierarchical Federated Clustering. CoRR abs/2601.06404 (2026) - 2025
- [j18]Yiqun Zhang
, Mingjie Zhao, Hong Jia, Mengke Li, Yang Lu, Yiu-ming Cheung:
Categorical Data Clustering via Value Order Estimated Distance Metric Learning. Proc. ACM Manag. Data 3(6): 1-24 (2025) - [j17]Weichao Lan, Yiu-ming Cheung, Qing Xu, Buhua Liu, Zhikai Hu, Mengke Li, Zhenghua Chen:
Improve Knowledge Distillation via Label Revision and Data Selection. IEEE Trans. Cogn. Dev. Syst. 17(6): 1377-1388 (2025) - [j16]Yang Lu, Xiaolin Huang, Yizhou Chen, Mengke Li, Yan Yan, Chen Gong, Hanzi Wang:
MOOD: Leveraging Out-of-Distribution Data to Enhance Imbalanced Semi-Supervised Learning. IEEE Trans. Neural Networks Learn. Syst. 36(10): 18545-18557 (2025) - [j15]Donglin Zhang, Changxing Li, Mengke Li, Zhikai Hu:
Discrete Elective Hashing with Incomplete Labels for Efficient Cross-Modal Retrieval. ACM Trans. Multim. Comput. Commun. Appl. 21(6): 160:1-160:20 (2025) - [c20]Yunfan Zhang, Yiqun Zhang, Yang Lu, Mengke Li, Xi Chen, Yiu-ming Cheung:
Asynchronous Federated Clustering with Unknown Number of Clusters. AAAI 2025: 22695-22703 - [c19]Maixuan Peng, Yuyang Wu, Yang Lu, Mengke Li, Yiqun Zhang, Yiu-Ming Cheung:
Weighted Density for The Win: Accurate Subspace Density Clustering. ICASSP 2025: 1-5 - [c18]Chong Zhang, Peng Zhang, Mengke Li:
Gamma Distribution PCA-Enhanced Feature Learning for Angle-Robust SAR Target Recognition. ICML 2025 - [c17]Hezhao Liu, Yang Lu, Mengke Li, Yiqun Zhang, Shreyank N. Gowda, Chen Gong, Hanzi Wang:
FATE: A Prompt-Tuning-Based Semi-Supervised Learning Framework for Extremely Limited Labeled Data. ACM Multimedia 2025: 3153-3162 - [c16]Tao Zeng, Hao-Tian Wu, Mengke Li, Yiu-Ming Cheung, Zhihong Tian:
ESCOR: Emotion-Aware Semantic Constraint and Correlation Refinement for Image Emotion Distribution Learning. PRCV (12) 2025: 459-473 - [i19]Chikai Shang, Mengke Li, Yiqun Zhang, Zhen Chen, Jinlin Wu, Fangqing Gu, Yang Lu, Yiu-ming Cheung:
Iterative Prompt Relocation for Distribution-Adaptive Visual Prompt Tuning. CoRR abs/2503.06901 (2025) - [i18]Chen Shu, Mengke Li, Yiqun Zhang, Yang Lu, Bo Han, Yiu-ming Cheung, Hanzi Wang:
Classifying Long-tailed and Label-noise Data via Disentangling and Unlearning. CoRR abs/2503.11414 (2025) - [i17]Hezhao Liu, Yang Lu, Mengke Li, Yiqun Zhang, Shreyank N. Gowda, Chen Gong, Hanzi Wang:
FATE: A Prompt-Tuning-Based Semi-Supervised Learning Framework for Extremely Limited Labeled Data. CoRR abs/2504.09828 (2025) - [i16]Mengke Li, Zhikai Hu, Yang Lu, Weichao Lan, Yiu-ming Cheung, Hui Huang:
Long-Tailed Visual Recognition via Permutation-Invariant Head-to-Tail Feature Fusion. CoRR abs/2506.00625 (2025) - [i15]Mengke Li, Lihao Chen, Peng Zhang, Yiu-ming Cheung, Hui Huang:
Adaptive Point-Prompt Tuning: Fine-Tuning Heterogeneous Foundation Models for 3D Point Cloud Analysis. CoRR abs/2509.00374 (2025) - [i14]Mingjie Zhao, Zhanpei Huang, Yang Lu, Mengke Li, Yiqun Zhang, Weifeng Su, Yiu-ming Cheung:
Break the Tie: Learning Cluster-Customized Category Relationships for Categorical Data Clustering. CoRR abs/2511.09049 (2025) - 2024
- [j14]Zhaopin Su, Ziqi Fang, Chensi Lian, Guofu Zhang, Mengke Li:
Audio splicing detection and localization using multistage filterbank spectral sketches and decision fusion. Multim. Syst. 30(2): 92 (2024) - [j13]Weichao Lan, Yiu-Ming Cheung, Juyong Jiang, Zhikai Hu, Mengke Li:
Compact Neural Network via Stacking Hybrid Units. IEEE Trans. Pattern Anal. Mach. Intell. 46(1): 103-116 (2024) - [j12]Zhikai Hu, Yiu-Ming Cheung, Mengke Li, Weichao Lan:
Cross-Modal Hashing Method With Properties of Hamming Space: A New Perspective. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 7636-7650 (2024) - [j11]Mengke Li, Yiu-ming Cheung, Yang Lu, Zhikai Hu, Weichao Lan, Hui Huang:
Adjusting Logit in Gaussian Form for Long-Tailed Visual Recognition. IEEE Trans. Artif. Intell. 5(10): 5026-5039 (2024) - [j10]Zhikai Hu, Yiu-Ming Cheung, Mengke Li, Weichao Lan, Donglin Zhang, Qiang Liu:
Joint Semantic Preserving Sparse Hashing for Cross-Modal Retrieval. IEEE Trans. Circuits Syst. Video Technol. 34(4): 2989-3002 (2024) - [c15]Mengke Li, Zhikai Hu, Yang Lu, Weichao Lan, Yiu-ming Cheung, Hui Huang:
Feature Fusion from Head to Tail for Long-Tailed Visual Recognition. AAAI 2024: 13581-13589 - [c14]Mengke Li, Da Li, Guoqing Yang, Yiu-ming Cheung, Hui Huang:
Adapt PointFormer: 3D Point Cloud Analysis via Adapting 2D Visual Transformers. ECAI 2024: 89-96 - [c13]Mingjie Zhao, Sen Feng, Yiqun Zhang, Mengke Li, Yang Lu, Yiu-Ming Cheung:
Learning Order Forest for Qualitative-Attribute Data Clustering. ECAI 2024: 1943-1950 - [c12]Zhikai Hu, Yiu-Ming Cheung, Mengke Li, Weichao Lan, Donglin Zhang:
Key Points Centered Sparse Hashing for Cross-Modal Retrieval. ICASSP 2024: 8431-8435 - [c11]Zekai Feng, Hong Jia, Mengke Li:
Long-Tailed Recognition Based on Self-attention Mechanism. ICIC (LNAI 2) 2024: 380-391 - [c10]Chenxing Hong, Yan Jin, Zhiqi Kang, Yizhou Chen, Mengke Li, Yang Lu, Hanzi Wang:
Dynamically Anchored Prompting for Task-Imbalanced Continual Learning. IJCAI 2024: 4127-4135 - [c9]Pengkai Wang, Yunfan Zhang, Yiqun Zhang, Yang Lu, Mengke Li, Yiu-ming Cheung:
Clustering by Learning the Ordinal Relationships of Qualitative Attribute Values. IJCNN 2024: 1-8 - [c8]Mengke Li, Ye Liu, Yang Lu, Yiqun Zhang, Yiu-Ming Cheung, Hui Huang:
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition. NeurIPS 2024 - [i13]Weichao Lan, Yiu-ming Cheung, Qing Xu, Buhua Liu, Zhikai Hu, Mengke Li, Zhenghua Chen:
Improve Knowledge Distillation via Label Revision and Data Selection. CoRR abs/2404.03693 (2024) - [i12]Chenxing Hong, Yan Jin, Zhiqi Kang, Yizhou Chen, Mengke Li, Yang Lu, Hanzi Wang:
Dynamically Anchored Prompting for Task-Imbalanced Continual Learning. CoRR abs/2404.14721 (2024) - [i11]Liyuan Wang, Yan Jin, Zhen Chen, Jinlin Wu, Mengke Li, Yang Lu, Hanzi Wang:
Transitive Vision-Language Prompt Learning for Domain Generalization. CoRR abs/2404.18758 (2024) - [i10]Mengke Li, Da Li, Guoqing Yang, Yiu-ming Cheung, Hui Huang:
Adapt PointFormer: 3D Point Cloud Analysis via Adapting 2D Visual Transformers. CoRR abs/2407.13200 (2024) - [i9]Fengling Lv, Xinyi Shang, Yang Zhou, Yiqun Zhang, Mengke Li, Yang Lu:
Personalized Federated Learning on Heterogeneous and Long-Tailed Data via Expert Collaborative Learning. CoRR abs/2408.02019 (2024) - [i8]Mengke Li, Ye Liu, Yang Lu, Yiqun Zhang, Yiu-ming Cheung, Hui Huang:
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition. CoRR abs/2410.21042 (2024) - [i7]Junyang Chen, Yiqun Zhang, Mengke Li, Yang Lu, Yiu-ming Cheung:
Attributed Graph Clustering via Generalized Quaternion Representation Learning. CoRR abs/2411.14727 (2024) - [i6]Yunfan Zhang, Yiqun Zhang, Yang Lu, Mengke Li, Xi Chen, Yiu-ming Cheung:
Asynchronous Federated Clustering with Unknown Number of Clusters. CoRR abs/2412.20341 (2024) - 2023
- [j9]Zhaopin Su, Mengke Li, Guofu Zhang, Qinfang Wu, Yaofei Wang:
Robust audio copy-move forgery detection on short forged slices using sliding window. J. Inf. Secur. Appl. 75: 103507 (2023) - [j8]Rongli Gai, Mengke Li, Zumin Wang, Lingyan Hu, Xiao-Mei Li:
YOLOv5s-Cherry: Cherry Target Detection in Dense Scenes Based on Improved YOLOv5s Algorithm. J. Circuits Syst. Comput. 32(12): 2350206:1-2350206:23 (2023) - [j7]Mengke Li, Yiu-Ming Cheung, Zhikai Hu:
Key Point Sensitive Loss for Long-Tailed Visual Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4812-4825 (2023) - [j6]Mengke Li, Bai Yan, Jin Zhang:
Evolutionary multi-objective optimization for RIS-aided MU-MISO communication systems. Soft Comput. 27(12): 8091-8106 (2023) - [j5]Zhaopin Su, Mengke Li, Guofu Zhang, Qinfang Wu, Miqing Li, Weiming Zhang, Xin Yao:
Robust Audio Copy-Move Forgery Detection Using Constant Q Spectral Sketches and GA-SVM. IEEE Trans. Dependable Secur. Comput. 20(5): 4016-4031 (2023) - [j4]Mengke Li, Yiu-ming Cheung:
Identity-Preserved Complete Face Recovering Network for Partial Face Image. IEEE Trans. Emerg. Top. Comput. Intell. 7(2): 604-609 (2023) - [c7]Yan Jin, Mengke Li, Yang Lu, Yiu-ming Cheung, Hanzi Wang:
Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation. CVPR 2023: 23695-23704 - [c6]Zhikai Hu, Yiu-Ming Cheung, Mengke Li, Weichao Lan:
Few-Shot Lip-Password Based Speaker Verification. ICIP 2023: 1960-1964 - [c5]Xiaolin Huang, Mengke Li, Yang Lu, Hanzi Wang:
DeCAB: Debiased Semi-supervised Learning for Imbalanced Open-Set Data. PRCV (9) 2023: 104-119 - [i5]Yan Jin, Mengke Li, Yang Lu, Yiu-ming Cheung, Hanzi Wang:
Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation. CoRR abs/2304.01279 (2023) - [i4]Mengke Li, Yiu-ming Cheung, Yang Lu, Zhikai Hu, Weichao Lan, Hui Huang:
Adjusting Logit in Gaussian Form for Long-Tailed Visual Recognition. CoRR abs/2305.10648 (2023) - [i3]Mengke Li, Yiu-ming Cheung, Juyong Jiang:
Feature-Balanced Loss for Long-Tailed Visual Recognition. CoRR abs/2305.10772 (2023) - [i2]Mengke Li, Yiu-ming Cheung, Yang Lu:
Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment. CoRR abs/2305.11733 (2023) - [i1]Mengke Li, Zhikai Hu, Yang Lu, Weichao Lan, Yiu-ming Cheung, Hui Huang:
Feature Fusion from Head to Tail: an Extreme Augmenting Strategy for Long-Tailed Visual Recognition. CoRR abs/2306.06963 (2023) - 2022
- [j3]Bai Yan, Qi Zhao, Mengke Li, Jin Zhang, J. Andrew Zhang, Xin Yao:
Fitness landscape analysis and niching genetic approach for hybrid beamforming in RIS-aided communications. Appl. Soft Comput. 131: 109725 (2022) - [c4]Mengke Li, Yiu-Ming Cheung, Yang Lu:
Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment. CVPR 2022: 6919-6928 - [c3]Mengke Li, Yiu-Ming Cheung, Juyong Jiang:
Feature-Balanced Loss for Long-Tailed Visual Recognition. ICME 2022: 1-6 - 2021
- [j2]Meng Pang, Yiu-Ming Cheung, Qiquan Shi, Mengke Li:
Iterative Dynamic Generic Learning for Face Recognition From a Contaminated Single-Sample Per Person. IEEE Trans. Neural Networks Learn. Syst. 32(4): 1560-1574 (2021) - [c2]Yiu-Ming Cheung, Mengke Li, Rong Zou:
Facial Structure Guided GAN for Identity-preserved Face Image De-occlusion. ICMR 2021: 46-54 - 2020
- [c1]Meng Pang, Yiu-ming Cheung, Qiquan Shi, Mengke Li:
Iterative Dynamic Generic Learning For Single Sample Face Recognition With A Contaminated Gallery. ICME 2020: 1-6
2010 – 2019
- 2019
- [j1]Mengke Li, Ming Li, Peng Zhang, Yan Wu, Wanying Song, Lin An:
SAR Image Change Detection Using PCANet Guided by Saliency Detection. IEEE Geosci. Remote. Sens. Lett. 16(3): 402-406 (2019)
Coauthor Index
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