Publications

ICML’25 Gamma Distribution PCA-Enhanced Feature Learning for Angle-Robust SAR Target Recognition,
Chong Zhang, Peng Zhang✉, Mengke Li ✉
Forty-second International Conference on Machine Learning (ICML 2025), Canada – May 1, 2025. CCF-A paper

AAAI’25 Asynchronous Federated Clustering with Unknown Number of Clusters,
Yunfan Zhang, Yiqun Zhang✉, Yang Lu, Mengke Li, Xi Chen, Yiu-ming Cheung
Association for the Advancement of Artificial Intelligence, Philadelphia, Pennsylvania, USA, Feb 25 – Mar 4, 2024. CCF-A arxiv code

NeurIPS’24 Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition,
Mengke Li, Ye Liu, Yang Lu, Yiqun Zhang, Yiu-ming Cheung, Hui Huang✉
Advances in Neural Information Processing Systems, Vancouver, Canada, December 10-15, 2024. CCF-A arxiv project

ECAI’24 Dynamically Anchored Prompting for Task-Imbalanced Continual Learning,
Mengke Li, Da Li, Guoqing Yang, Yiu-ming Cheung, Hui Huang✉
European Conference on Artificial Intelligence, Santiago de Compostela, Spanish, October 19-24, 2024. CCF-B arxiv project

ECAI’24 Learning Order Forest for Qualitative-Attribute Data Clustering,
Mingjie Zhao, Sen Feng, Yiqun Zhang✉, Mengke Li, Yang Lu, Yiu-Ming Cheung
European Conference on Artificial Intelligence, Santiago de Compostela, Spanish, October 19-24, 2024. CCF-B

IJCAI’24 Dynamically Anchored Prompting for Task-Imbalanced Continual Learning,
Chenxing Hong, Yan Jin, Zhiqi Kang, Yizhou Chen, Mengke Li, Yang Lu✉ and Hanzi Wang
International Joint Conference on Artificial Intelligence, Jeju, Korea, August 3-9, 2024. CCF-A arxiv code

ICASSP’24 Key Points Centered Sparse Hashing for Cross-Modal Retrieval,
Zhikai Hu, Yiu-ming Cheung✉, Mengke Li, Weichao Lan, DongLin Zhang,
IEEE International Conference on Acoustics, Speech and Signal Processing, Seoul, Korea, April 14-19, 2024. CCF-B

AAAI’24 Feature Fusion from Head to Tail for Long-Tailed Visual Recognition,
Mengke Li, Zhikai Hu, Yang Lu, Weichao Lan, Yiu-ming Cheung, and Hui Huang✉,
AAAI Conference on Artificial Intelligence, vol. 38, no. 12, pp.13581-13589, Vancouver, Canada, February 20–27, 2024. CCF-A arxiv code

CVPR’23 Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation,
Yan Jin, Mengke Li, Yang Lu✉, Yiu-ming Cheung, and Hanzi Wang,
IEEE/CVF Conference on Computer Vision and Pattern Recognition, Vancouver, Canada, June 18–22, 2023. CCF-A arxiv code

PRCV’23 DeCAB: Debiased Semi-supervised Learning for Imbalanced Open-Set Data, Xiaolin Huang, Mengke Li, Yang Lu✉, and Hanzi Wang, Chinese Conference on Pattern Recognition and Computer Vision, Xiamen, Fujian, China, 2023. CCF-C paper code

ICIP’23 Few-Shot Lip-Password Based Speaker Verification,

Zhikai Hu, Yiu-Ming Cheung✉, Mengke Li, and Weichao Lan,
International Conference on Image Processing, pp.1960-1964 , Kuala Lumpur, Malaysia, October 8-11, 2023. CCF-C paper

CVPR’22 Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment,
Mengke Li , Yiu-ming Cheung✉, and Yang Lu,
IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.6929-6938, New Orleans, USA, 2022. CCF-A arxiv code

ICME’22 Feature-Balanced Loss for Long-Tailed Visual Recognition, Mengke Li , Yiu-ming Cheung✉, and Juyong Jiang,
IEEE International Conference on Multimedia and Expo, oral, pp.1-6, Taipei, Taiwan, July18-22, 2022. oral. CCF-B arxiv code

ICMR’21 Facial Structure Guided GAN for Identity-preserved Face Image De-occlusion, Yiu-Ming Cheung✉, Mengke Li, and Rong Zou,
International Conference on Multimedia Retrieval, oral, pp.46-54, Taibei, Taiwan, August 21-24, 2021. oral. CCF-B paper

ICME’20 Iterative dynamic generic learning for single sample face recognition with a contaminated gallery,
Meng Pang, Yiu-ming Cheung✉, Qiquan Shi, and Mengke Li,
IEEE International Conference on Multimedia and Expo, oral, pp.1-6, London, UK, July 6-10, 2020. oral. CCF-B paper

TNNLS’25 MOOD: Leveraging Out-of-Distribution Data to Enhance Imbalanced Semi-Supervised Learning,
Yang Lu, Xiaolin Huang, Yizhou Chen, Mengke Li, Yan Yan, Chen Gong,
IEEE Transactions on Neural Networks and Learning Systems, Early Access, 2025. 中科院1区 TopCCF-B paper code

TAI’24 Adjusting Logit in Gaussian Form for Long-Tailed Visual Recognition,
Mengke Li, Yiu-ming Cheung✉, Yang Lu, Zhikai Hu, Weichao Lan, Hui Huang,
IEEE Transactions on Artificial Intelligence, vol. 5, no. 10, pp. 5026-5039, 2024. 中科院1区 TopCCF-A paper arxiv code

TPAMI’24 Cross-Modal Hashing Method with Properties of Hamming Space: A New Perspective,
Zhikai Hu, Yiu-ming Cheung✉, Mengke Li, Weichao Lan,
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 12, pp. 7636-7650, 2024. 中科院1区 TopCCF-A

TPAMI’24 Compact Neural Network via Stacking Hybrid Units,
Weichao Lan, Yiu-Ming Cheung✉, Juyong Jiang, Zhikai Hu, and Mengke Li,
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 46, no. 1, pp.103-116, 2024. 中科院1区 TopCCF-A

TCSVT’24 Joint Semantic Preserving Sparse Hashing for Cross-Modal Retrieval,
Zhikai Hu, Yiu-ming Cheung✉, Mengke Li, Weichao Lan, Donglin Zhang, Qiang Liu,
IEEE Transactions on Circuits and Systems for Video Technology, vol. 34, no. 4, pp.2989-3002, 2024. 中科院1区 TopCCF-B

TPAMI’23 Key point sensitive loss for long-tailed visual recognition,
Mengke Li, Yiu-Ming Cheung✉, and Zhikai Hu,
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 45, no. 4, pp.4812-4825, 2023. 中科院1区 TopCCF-A paper code

TETCI’23 Identity-Preserved Complete Face Recovering Network for Partial Face Image,
Mengke Li, and Yiu-Ming Cheung✉,
IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 7, no. 2, pp.604-609, 2023. JCR1区 Top中科院2区

TNNLS’21 Iterative dynamic generic learning for single sample face recognition with a contaminated gallery,
Meng Pang, Yiu-ming Cheung✉, Qiquan Shi, and Mengke Li,
IEEE transactions on neural networks and learning systems, vol. 32, no. 4, pp.1560-1574, 2021. 中科院1区 TopCCF-B

GRSL’19 TSAR image change detection using PCANet guided by saliency detection,
Mengke Li, Ming Li✉, Peng Zhang, Yan Wu, Wanying Song, and Lin An,
IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 3, pp.402-406, 2019.中科院2区 TopCCF-C