👨‍🎓Profile

I am currently a Ph.D. student at Southeast University, under the supervision of Assoc. Prof. Yuheng Jia. I received my M.S. degree from Henan University in 2023, under the supervision of Prof. Chongsheng Zhang. Before that, I obtained my B.S. degree in 2020 from Henan Institute of Engineering. My research interests lie in machine learning, with a focus on long-tailed learning and weakly supervised learning.

🔥News

📊 Publication Statistics

A brief overview of my publications by venue, including accepted and published papers listed on this homepage.

📝Publications

Papers are listed below, in descending order by year of submission before they are published, or year of publication. Generally, the codes of all the papers will be available. For the full list, please refer to my Google Scholar page.

• Conference Papers

CCF A

[NeurIPS 2025] Keep It on a Leash: Controllable Pseudo-label Generation Towards Realistic Long-Tailed Semi-Supervised Learning.
Yaxin Hou, Bo Han, Yuheng Jia, Hui Liu, Junhui Hou.

CCF A

[ICML 2025] A Square Peg in a Square Hole: Meta-Expert for Long-Tailed Semi-Supervised Learning.
Yaxin Hou, Yuheng Jia.

CCF A

[AAAI 2023] Quality-Aware Self-Training on Differentiable Synthesis of Rare Relational Data.
Chongsheng Zhang, Yaxin Hou, Ke Chen, Shuang Cao, Gaojuan Fan, Ji Liu.

• Journal Papers

CCF B

[Inf. Sci. 2024] imFTP: Deep imbalance learning via fuzzy transition and prototypical learning.
Yaxin Hou, Weiping Ding, Chongsheng Zhang.

👨‍💻Professional Services

• Conference Reviewer/Program Committee Member
• The International Conference on Machine Learning (ICML), 2026.
• The European Conference on Computer Vision (ECCV), 2026.
• The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
• The Annual Conference on Neural Information Processing Systems (NeurIPS), 2025.
• The IEEE International Symposium on Machine Learning and Media Computing (MLMC), 2025-2026.
• Journal Reviewer
• International Journal of Machine Learning and Cybernetics (IJMLC).
• Transactions on Machine Learning Research (TMLR).
• Pattern Recognition (PR).

🏆Honors/Awards

• Scholarship
• National Scholarship (2025, The Chinese Ministry of Education).
• Master's Academic Scholarship (2020, The Henan Department of Education).
• National Encouragement Scholarship (2019, The Henan Department of Education).
• National Encouragement Scholarship (2017, The Henan Department of Education).
• Honor
• Merit Graduate Student (2025, Southeast University).
• Outstanding Graduate Student (2023, Henan University).
• Outstanding Graduate (2020, The Henan Department of Education).
• Merit Student (2020, The Henan Department of Education).

📧Contact

Room 1009, Liberal Arts Building. School of Computer Science and Engineering.