👯 My current research direction is Long-tailed Visual Recognition and 3D Point Cloud Analysis. If you are interested in and looking for cooperation, please feel free to contact me.
👯looking for cooperation ✨✨
Department of Computer Science, Hong Kong Baptist University 2018.11-2022.09
- Major: Computer Science,
- Research Direction: Computer vision, pattern recognition, image generation,
- Principle Supervisor: Prof. CHEUNG Yiu-ming,
- Thesis title: Advances in Long-Tailed Visual Recognition
School of Electronic Engineering, Key Laboratory of Radar Signal Processing (RSP), Xidian University 2015.09-2018.06
- Major: Signal and Information Processing
- Principle Supervisor: Prof. LI Ming
- Thesis title: Research of Airborne High Resolution SAR Imaging and Location Techniques
Hanhong College (The Department for Innovative Talents Training), Southwest University, Chongqing 2011.09-2015.06
- Major: Communication Engineering
- 12/2022-present, Associate Researcher, Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), work with the Visual Computing Research Center (VCC) (headed by Prof. Hui Huang) at the College of Computer Science & Software Engineering, Shenzhen University.
- 09/2022-12/2022 HKBU Institute for Research and Countuning Education (IRACE), Senior RA.
- M.K. Li, D. Li, G.Q. Yang, Y.-m. Cheung, H. Huang*, Adapt PointFormer: 3D Point Cloud Analysis via Adapting 2D Visual Transformers, in ECAI, 2024.
- C.X. Hong, Y. Jin, Z.Q. Kang, Y.Z. Chen, M.K. Li, Yang Lu, Hanzi Wang, Dynamically Anchored Prompting for Task-Imbalanced Continual Learning, in IJCAI, 2024.
- Z.K. Hu, Y.M. Cheung, M.K. Li, W.C. Lan, D.L. Zhang, Key Points Centered Sparse Hashing for Cross-Modal Retrieval, in Proceedings of 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP’24), Seoul, Korea, April 14-19, 2024.
- M.K. Li, Z.K. Hu, Y. Lu, W.C. Lan, Y.M. Cheung and H. Huang, Feature Fusion from Head to Tail for Long-Tailed Visual Recognition, in Proceedings of Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI’24), Vancouver, Canada, February 20-27, 38(12), pp. 13581-13589, 2024, . [overall acceptance rate: 23.75%].
- Z.K. Hu, Y.M. Cheung, M.K. Li and W.C. Lan, Few-shot Lip-password Based Speaker Verification, in Proceedings of 2023 International Conference on Image Processing (ICIP’2023), Kuala Lumpur, Malaysia, October 8-11, 2023, pp. 1960-1964.
- Y. Jin, M.K. Li, Y. Lu, Y.M. Cheung and H.Z. Wang, Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation, in Proceedings of the Thirty-Fourth IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), Vancouver, Canada, June 18-22, 2023, poster, pp. 23695-23704.
- M.K. Li, Y.M. Cheung, Y. Lu, Long-tailed visual recognition via gaussian clouded logit adjustment, in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 6929-6938, poster, 2022.
- M.K. Li, Y.M. Cheung, J.Y. Jiang, Feature-Balanced Loss for Long-Tailed Visual Recognition, 2022 IEEE International Conference on Multimedia and Expo (ICME), oral, pp. 1-6, 2022.
- Y.M. Cheung, M.K. Li, R. Zou, Facial Structure Guided GAN for Identity-preserved Face Image De-occlusion, in Proceedings of the 2021 International Conference on Multimedia Retrieval (ICMR), oral, pp. 46-54, 2021.
- M. Pang, Y.M. Cheung, Q.Q. Shi, M.K. Li, Iterative dynamic generic learning for single sample face recognition with a contaminated gallery, in 2020 IEEE International Conference on Multimedia and Expo (ICME), oral, pp. 1-6, 2020.
- Z.K. Hu, Y.M. Cheung, M.K. Li and W.C. Lan, Cross-Modal Hashing Method with Properties of Hamming Space: A New Perspective, IEEE Transactions on Pattern Analysis and Machine Intelligence, in press, DOI: 10.1109/TPAMI.2024.3392763.
- W.C. Lan, Y.M. Cheung, J.Y. Jiang, Z.K. Hu and M.K. Li, Compact Neural Network via Stacking Hybrid Units, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), in press, DOI: 10.1109/TPAMI.2023.3323496
- Z.K. Hu, Y.M. Cheung, M.K. Li, W.C. Lan, D.L. Zhang and Q. Liu, Joint Semantic Preserving Sparse Hashing for Cross-Modal Retrieval, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), in press, DOI: 10.1109/TCSVT.2023.3307608.
- M.K. Li, Y.M. Cheung, Z.K. Hu, Key Point Sensitive Loss for Long-tailed Visual Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45 (4), pp.4812-4825, 2022.
- M.K. Li, Y.M. Cheung, Identity-Preserved Complete Face Recovering Network for Partial Face Image, IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI), 7 (2), pp.604-609, 2023.
- M Pang, YM Cheung, Q Shi, M.K. Li, Iterative dynamic generic learning for face recognition from a contaminated single-sample per person, IEEE Transactions on Neural Networks and Learning Systems 32 (4), pp.1560-1574, 2020.
- M.K. Li, M. Li, P. Zhang, Y. Wu, W.Y. Song, L. An, SAR image change detection using PCANet guided by saliency detection, IEEE Geoscience and Remote Sensing Letters, 16 (3), pp.402-406, 2018.
- PC member of ICDCS 2024
- International Conference on Computer Vision (ICCV) 2023
- The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2023, 2024
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
- IEEE Transactions on Industrial Informatics (TII)
- IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI)
- 2022/23 Outstanding Staff Award by Guangming Lab. Link
- 2021/22 Computer Science Department RPg Performance Award, Hong Kong Baptist University. Link
- 2021/22 Champion of Postgraduate Student Research Paper Competition. Awarded by IEEE (Hong Kong) Computational Intelligence Chapter.
- 2020 Second Runners-up of Virtual NetHack Contest during the IEEE Region 10 Students Young Professionals Women in Engineering Life members (SYWL) Virtual Congress}. Awarded by IEEE Region 10.
- 📫 Email: [email protected]
Thanks to marsggbo for this template.