Publications

You can also find my articles on my Google Scholar profile

* indicates the corresponding author.

Preprints

• Transitive Vision-Language Prompt Learning for Domain Generalization,
  Liyuan Wang, Yan Jin, Zhen Chen, Jinlin Wu, Mengke Li, Yang Lu*, Hanzi Wang, [arxiv].

Conference

• [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]

Journal

• [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. [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 Top, CCF-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 Top, CCF-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 Top, CCF-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. (JCR 1区, CCF-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. (JCR 1区, 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 Top, CCF-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, CCF-C)