Wei Jiang @ LAMDA, NJU-CS
Supervisor
Professor Lijun Zhang
Biography
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Sep 2016 - Jun 2020 : Receive my B.Sc. degree in Department of Computer Science and Technology (Honors Science Program) in Xi'an Jiaotong University.
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Sep 2020 - Now : Admitted to study for a Ph.D. degree in Nanjing University without entrance examination.
Research Interests
My research interests include Machine Learning, Stochastic Optimization and Online learning.
Publication
- Learning Unnormalized Statistical Models via Compositional Optimization [PDF]
W. Jiang, J. Qin, L. Wu, C. Chen, T. Yang, L. Zhang
In Proceedings of the 40th International Conference on Machine Learning (ICML 2023), pages 15105 - 15124, 2023.
- Multi-block-Single-probe Variance Reduced Estimator for Coupled Compositional Optimization [PDF, Supplementary]
W. Jiang, G. Li, Y. Wang, L. Zhang, and T. Yang
In Advances in Neural Information Processing Systems 35 (NeurIPS 2022), pages 32499 - 32511, 2022.
- Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor [PDF, Supplementary]
L. Zhang, W. Jiang, J. Yi, and T. Yang
In Advances in Neural Information Processing Systems 35 (NeurIPS 2022), pages 4928 - 4942, 2022.
- Optimal Algorithms for Stochastic Multi-Level Compositional Optimization [PDF, Bibtex]
W. Jiang, B. Wang, Y. Wang, L. Zhang, and T. Yang
In Proceedings of the 39th International Conference on Machine Learning (ICML 2022), pages 10195 - 10216, 2022.
- Revisiting Smoothed Online Learning [PDF, Supplementary, Bibtex]
L. Zhang, W. Jiang, S. Lu, and T. Yang
In Advances in Neural Information Processing Systems 34 (NeurIPS 2021), pages 13599 - 13612, 2021.
- Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions [PDF, Supplementary, Bibtex]
L. Zhang, G. Wang, W.-W. Tu, W. Jiang, and Z.-H. Zhou
In Advances in Neural Information Processing Systems 34 (NeurIPS 2021), pages 24968 - 24980, 2021.
Honors and Awards
- National Scholarship, 2023
- LAMDA Excellent Student Award, 2023
- Excellent Student of Nanjing University, 2023
- Tencent Scholarship, 2022
- Excellent Student of Nanjing University, 2022
- Industrial Bank Scholarship, 2021
- Excellent Student of Nanjing University, 2021
- Grand Champion of DeeCamp Artificial Intelligence Camp, 2020 (¥100,000)
- Excellent Graduate of Xi'an jiaotong University, 2020
Academic Service
- Reviewer for Conferences: ICML 2024,2023,2022; NeurIPS 2023,2022; ICLR 2024; AISTATS 2023.
- Reviewer for Journal: TMLR; Neurocomputing.
Teaching Assistant
Correspondence