Lin Xiao
Ph.D. Candidate Beijing Jiaotong University Email：xiaolin@bjtu.edu.cn |
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I am a Ph.D. Candidate at Beijing Jiaotong University (BJTU), and lucky enough to work with Prof. Liping Jing.
I strive for developing novel machine learning and natural language processing algorithms. In addition, I am also interested in multi-label classification, long-tailed classification, transfer learning.
Research Interests
- In general: Machine Learning, Natural Language Processing
- Multi-label Text Classification
- Imbalanced/Long-tailed Classification
Education
- 2017 - Now, Ph.D. candidate
Beijing Jiaotong University, School of Computer and Information Technology
Supervisor: Prof. Liping Jing - 2013 - 2017,B.S.
Liaoning Normal University School of Computer and Information Technology
Publications
- Label-specific Document Representation for Multi-label Text Classification.
Lin Xiao, Xin Huang, Boli Chen, Liping Jing
Proceedings the Conference on Empirical Methods in Natural Language Processing. (EMNLP 2019), [PDF] [Code] - Does Head Label Help for Long-Tailed Multi-Label Text Classification.
Lin Xiao, Xiangliang Zhang, Liping Jing, Huang Chi
Proceedings of the AAAI Conference on Artificial Intelligence. (AAAI 2021) [PDF] [Code] - Hyperbolic Capsule Networks for Multi-Label Classification
Boli Chen, Xin Huang, Lin Xiao, Liping Jing
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. (ACL 2020). [PDF] - Hyperbolic Interaction Model for Hierarchical Multi-label Classification.
Boli Chen, Xin Huang, Lin Xiao, Zixin Cai, Liping Jing
Proceedings of the AAAI Conference on Artificial Intelligence. (AAAI 2020) [PDF]
Experience
- 2019.12 - 2021.05, Visiting Student
King Abdullah University of Science and Technology
Advisor: Prof. Xiangliang Zhang
Skills
- Programming Language: Python (most frequently used), C/C++
- Tools: Deep Learning Frameworks (Pytorch)
- Languages: English (professional), Chinese (native)
Hobbies
- Sports: playing badminton, swimming, spinning