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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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Journal Articles
- 2025
[j9]Donglin Zhang, Chang-Xing 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)- 2024
- [j8]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) - [j7]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) - [j6]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) - [j5]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) - 2023
- [j4]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) - [j3]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) - 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) - 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)
Conference and Workshop Papers
- 2025
- [c17]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 - [c16]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 - 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 - 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 - 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
- [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
Informal and Other Publications
- 2025
- [i17]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) - [i16]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) - [i15]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) - [i14]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) - 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
- [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)
Coauthor Index
aka: Yiu-ming Cheung
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