Wenhao Yang @ LAMDA, NJU-AI
Biography
Currently I am a second year Ph.D. student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group, led by professor Zhi-Hua Zhou.
I received my B.Sc. degree from School of Electronic Engineering, Xidian University in June 2022. In the same year, I was admitted to pursue Ph.D. degree in Nanjing University without entrance examination.
Research Interests
My research interests include Machine Learning.
Publications
- Small-loss Adaptive Regret for Online Convex Optimization
W. Yang, W. Jiang, Y. Wang, P. Yang, Y. Hu, and L. Zhang
In Proceedings of the 41th International Conference on Machine Learning (ICML 2024), to appear, 2024.
- Projection-Free Variance Reduction Methods for Stochastic Constrained Multi-Level Compositional Optimization
W. Jiang, S. Yang, W. Yang, Y. Wang, Y. Wan, and L. Zhang
In Proceedings of the 41th International Conference on Machine Learning (ICML 2024), to appear, 2024.
- Not All Embeddings are Created Equal: Towards Robust Cross-domain Recommendation via Contrastive Learning [PDF, Bibtex]
W. Yang, Y. Jian, Y. Wang, S. Lu, L. Shen, B. Wang, H. Tang, and L. Zhang
In Proceedings of the ACM Web Conference 2024 (WWW 2024), pages 3195--3206, 2024.
- Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees [PDF, arXiv, Bibtex]
Y. Wang, W. Yang, W. Jiang, S. Lu, B. Wang, H. Tang, Y. Wan, and L. Zhang
In Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI 2024), pages 15671--15679, 2024.
- Pluralistic Image Completion with Gaussian Mixture Models [PDF, Supplementary, Code, Bibtex]
X. Xia*, W. Yang*, J. Ren, Y. Li, Y. Zhan, B. Han and T. Liu (* indicates equal contribution)
In Advances in Neural Information Processing Systems 35 (NeurIPS 2022), pages 24087--24100, 2022.
Preprints
- Universal Online Convex Optimization with 1 Projection per Round [arXiv]
W. Yang, Y. Wang, P. Zhao, and L. Zhang
- Efficient Sign-Based Optimization: Accelerating Convergence via Variance Reduction [arXiv]
W. Jiang, S. Yang, W. Yang, and L. Zhang
Awards & Honors
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Top 10 Undergraduate Excellence Award, 2022
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MCM/ICM, Mathematical Contest in Modeling, INFORMS Award Outstanding Winner, 2020
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Chinese National Scholarship, 2020
Work Experience
Academic Service
- Reviewer for Conferences: ICML 2024; WWW 2024.
Teaching Assistant
Correspondence
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Email: yangwh@lamda.nju.edu.cn
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Office: Room 810, Student Center, Xianlin Campus of Nanjing University
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Address: National Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China
(南京市栖霞区仙林大道163号, 南京大学仙林校区, 软件新技术国家重点实验室, 210023.)