Research
Weakly-Supervised Learning
Deep Learning and Representation Learning
Applications of CV/NLP
Publications
- Learning from Noisy Labels with Complementary Loss Functions. [Paper] [Code]
D.-B. Wang, Y. Wen, L. Pan, M.-L. Zhang.
In: Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI), 2021. - Multi-View Multi-Label Learning with View-Specific Information Extraction.
X. Wu, Q.-G. Chen, Y. Hu, D.-B. Wang, X. Chang, X. Wang, M.-L. Zhang.
In: Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI), 2019. - Adaptive Graph Guided Disambiguation for Partial Label Learning. [Paper] [Code]
D.-B. Wang, L. Li, M.-L. Zhang.
In: Proceedings of the 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2019.
Honors
National Scholarship for New PhD Students 2019
Outstanding Graduate Award of Southwest University 2019
National Scholarship 2018
First Class Academic Scholarship of Southwest University 2016, 2017, 2018
Academic Services
PC Member for AAAI2021, IAAI2021