Biography
Currently, I am a Ph.D. candidate at PALM Group, School of Computer Science and Engineering, Southeast University. I received my B.Sc. degree from Anhui University in June 2018
and M.Sc. degree from Southeast University in June 2021.
Research Interests
Machine Learning
Publications
- W. Tang, Y.-F. Yang, Z. Wang, W. Zhang, M.-L. Zhang. Multi-instance partial-label learning with margin adjustment. In: Advances in Neural Information Processing Systems 37 (NeurIPS'24), Vancouver, Canada, 2024, in press. [code]
- Y.-F. Yang, W. Tang, M.-L. Zhang. ProMIPL: A probabilistic generative model for multi-instance partial-label learning. In: Proceedings of the 24th IEEE International Conference on Data Mining (ICDM'24), Abu Dhabi, UAE, 2024, in press. [code]
- W. Tang, W. Zhang, M.-L. Zhang. Exploiting conjugate label information for multi-instance partial-label learning. In: Proceedings of the 33rd International Joint Conference on Artificial Intelligence (IJCAI'24), Jeju, South Korea, 2024, 4973-4981. [code]
- W. Tang, W. Zhang, M.-L. Zhang. Disambiguated attention embedding for multi-instance partial-label learning. In: Advances in Neural Information Processing Systems 36 (NeurIPS'23), New Orleans, LA, 2023, 56756-56771. [code] [data]
- W. Tang, W. Zhang, M.-L. Zhang. Multi-instance partial-label learning: Towards exploiting dual inexact supervision. Science China Information Sciences, 2024, 67(3): Article 132103. [code] [data]
Awards
- Second Place Winner of the First Tiny Object Detection Challenge (in conjunction with ECCV'20), 2020
- Outstanding Graduate of Anhui Province, 2018
Academic Services
- Conference Reviewer: KDD'24, ICDM'24, ECAI'23, IEEE SMC'21, ...
- Journal Reviewer: IEEE Transactions on Pattern Analysis and Machine Intelligence, Science China Information Sciences, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Intelligent Transportation Systems, Frontiers of Computer Science, Data Science and Engineering, ...
Teaching Assistant
Mathematical Optimization (for undergraduate students, Fall 2021)
Correspondence
Email: tangw[at]seu.edu.cn OR tangw.seu[at]gmail.com
Laboratory: 439, Computer Building, Jiulonghu Campus of Southeast University.