Scholar
Sifan Yang
Google Scholar ID: qTISlvMAAAAJ
Nanjing University
Citations & Impact
Citations
16
H-index
2
i10-index
1
Publications
8
Co-authors
5
list available
Publications
Resume (English only)
Academic Achievements
- Preprints: Discounted Online Convex Optimization, Improved Analysis for Sign-based Methods with Momentum Updates. Journal: Revisiting Stochastic Multi-Level Compositional Optimization (TPAMI, to appear), Normalized Adaptive Variance Reduction Method (Journal of Software, to appear). Conference: Dimension-Free Adaptive Subgradient Methods (ICML 2025, to appear), Smoothed Online Convex Optimization (IJCAI 2025, to appear), Online Nonsubmodular Optimization (AAAI 2025), Adaptive Variance Reduction (NeurIPS 2024, to appear), Efficient Sign-Based Optimization (NeurIPS 2024, to appear), Projection-Free Variance Reduction (ICML 2024). Honors and Awards: Excellent Student of Nanjing University (2024), National Scholarship (2023).
Research Experience
- Master student in LAMDA Group, supervised by Professor Lijun Zhang.
Education
- 2023.09 - Present, Master, Computer Science and Technology, Nanjing University; 2019.09 - 2023.06, B.E., Artificial Intelligence, Nanjing University.
Background
- Research interests include Machine Learning, Stochastic Optimization, and Online Learning.
Miscellany
- Academic Service: Reviewer for NeurIPS 2025. Teaching Assistant: Computational Methods (with Prof. Lijun Zhang, Undergraduate, Spring 2025), Introduction to Optimization Methods (with Prof. Lijun Zhang, Undergraduate, Fall 2025). Contact: Email: yangsf@lamda.nju.edu.cn, Office: Room 516, Yifu Building, Xianlin Campus of Nanjing University.
