Fanhua Shang
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Professional Title
Professor
Discipline
计算机科学与技术
Contact Information
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- Academic Achievements
Patents
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Books
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Selected Papers
- Yuanyuan Liu, Fanhua Shang*, Hongying Liu, Lin Kong, Licheng Jiao, Zhouchen Lin. Accelerated Variance Reduction Stochastic ADMM for Large-Scale Machine Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021. .IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) .2021 ,43 (12) :4242-4255
- Fanhua Shang, James Cheng, Yuanyuan Liu, Zhi-Quan Luo, and Zhouchen Lin. Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018. .IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) .2018 ,40 (9) :2066-2080
- Yuanyuan Liu, Fanhua Shang*, Weixin An, Hongying Liu, Zhouchen Lin. Kill a Bird with Two Stones: Closing the Convergence Gaps in Non-Strongly Convex Optimization by Directly Accelerated SVRG with Double Compensation and Snapshots, ICML, 2022. .Proceedings of International Conference on Machine Learning (ICML) .2022 :14008-14035
- Kaiwen Zhou, Fanhua Shang*, James Cheng. A Simple Stochastic Variance Reduced Algorithm with Fast Convergence Rates, ICML, 2018. .Proceedings of International Conference on Machine Learning (ICML) .2018 :5975-5984
- Yuanyuan Liu, Fanhua Shang*, James Cheng, Hong Cheng, Licheng Jiao. Accelerated First-order Methods for Geodesically Convex Optimization on Riemannian Manifolds, NIPS, 2017. .Proceedings of the 31st Conference on Neural Information Processing Systems (NIPS) .2017 :4875-4884