Biography

Research Interests

Machine Learning

Y.-F. Yang, W. Tang*, M.-L. Zhang.
Fast multi-instance partial-label learning.
In: Proceedings of the 39th AAAI Conference on Artificial Intelligence (AAAI'25), Philadelphia, USA, 2024, in press. [code]
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 (SCIS), 2024, 67(3): Article 132103. [code] [data]

National Scholarship (First-ranked in the School of Computer Science and Engineering), 2024
The First Runner-up of the First Tiny Object Detection Challenge (in conjunction with ECCV'20), 2020
Outstanding Graduate of Anhui Province, 2018

Program Committee Member: NeurIPS'25, ICML'25, IJCAI'25, IJCNN'25, KDD'24, ICDM'24, ECAI'23, IEEE SMC'21, etc.
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, Pattern Recognition, Frontiers of Computer Science, Data Science and Engineering, Computers in Industry, etc.

Email: tangw[at]seu.edu.cn OR tangw.seu[at]gmail.com

Laboratory: 439, Computer Building, Jiulonghu Campus of Southeast University.