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ORCIDHuan Li 0007
Person information
- unicode name: 李欢
- affiliation: Nankai University, Institute of Robotics and Automatic Information System, Tianjin, China
- affiliation (former): Nanjing University of Aeronautics and Astronautics, College of Computer Science and Technology, China
- affiliation (former, PhD 2019): Peking University, Key Laboratory of Machine Perception, Beijing, China
Other persons with the same name
- Huan Li (aka: Hu'an Li) — disambiguation page
- Huan Li 0001 — Beihang University, Beijing, China (and 1 more)
- Huan Li 0002
![[0000-0002-7840-1053]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-7840-1053")
— University of Pennsylvania, Department of Computer and Information Science, Philadelphia, PA, USA (and 1 more) - Huan Li 0003 — Zhejiang University, Department of Computer Science and Technology, Hangzhou, China (and 1 more)
- Huan Li 0004 — National Marine Data and Information Service, Tianjin, China (and 1 more)
- Huan Li 0005 — Chinese Academy of Sciences, Institute of Automation, Beijing, China
- Huan Li 0006 — Xidian University, School of Computer Science and Technology, Xi'an, China
- Huan Li 0008 — Université de Technologie de Belfort-Montbéliard, France
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Books and Theses
- 2022
[b2]Zhouchen Lin, Huan Li, Cong Fang:
Alternating Direction Method of Multipliers for Machine Learning. Springer 2022, ISBN 978-981-16-9839-2, pp. 1-263- 2020
- [b1]Zhouchen Lin, Huan Li, Cong Fang:
Accelerated Optimization for Machine Learning - First-Order Algorithms. Springer 2020, ISBN 978-981-15-2909-2, pp. 1-275
Journal Articles
- 2023
- [j10]Huan Li, Zhouchen Lin:
Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the in the O(epsilon^(-7/4)) Complexity. J. Mach. Learn. Res. 24: 157:1-157:37 (2023) - 2022
- [j9]Huan Li, Zhouchen Lin, Yongchun Fang:
Variance Reduced EXTRA and DIGing and Their Optimal Acceleration for Strongly Convex Decentralized Optimization. J. Mach. Learn. Res. 23: 222:1-222:41 (2022) - 2020
- [j8]Huan Li, Zhouchen Lin:
On the Complexity Analysis of the Primal Solutions for the Accelerated Randomized Dual Coordinate Ascent. J. Mach. Learn. Res. 21: 33:1-33:45 (2020) - [j7]Huan Li, Zhouchen Lin:
Provable accelerated gradient method for nonconvex low rank optimization. Mach. Learn. 109(1): 103-134 (2020) - [j6]Huan Li, Cong Fang, Zhouchen Lin:
Accelerated First-Order Optimization Algorithms for Machine Learning. Proc. IEEE 108(11): 2067-2082 (2020) - [j5]Huan Li, Zhouchen Lin:
Revisiting EXTRA for Smooth Distributed Optimization. SIAM J. Optim. 30(3): 1795-1821 (2020) - [j4]Huan Li, Cong Fang, Wotao Yin, Zhouchen Lin:
Decentralized Accelerated Gradient Methods With Increasing Penalty Parameters. IEEE Trans. Signal Process. 68: 4855-4870 (2020) - 2019
- [j3]Huan Li, Zhouchen Lin:
Accelerated Alternating Direction Method of Multipliers: An Optimal O(1 / K) Nonergodic Analysis. J. Sci. Comput. 79(2): 671-699 (2019) - 2018
- [j2]Canyi Lu, Huan Li, Zhouchen Lin:
Optimized projections for compressed sensing via direct mutual coherence minimization. Signal Process. 151: 45-55 (2018) - 2015
- [j1]Zhouchen Lin, Risheng Liu, Huan Li:
Linearized alternating direction method with parallel splitting and adaptive penalty for separable convex programs in machine learning. Mach. Learn. 99(2): 287-325 (2015)
Conference and Workshop Papers
- 2022
- [c5]Huan Li, Zhouchen Lin:
Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the O(ε-7/4) Complexity. ICML 2022: 12901-12916 - 2018
- [c4]Huan Li, Zhouchen Lin:
Construction of Incoherent Dictionaries via Direct Babel Function Minimization. ACML 2018: 598-613 - [c3]Huan Li, Yibo Yang, Dongmin Chen, Zhouchen Lin:
Optimization Algorithm Inspired Deep Neural Network Structure Design. ACML 2018: 614-629 - 2016
- [c2]Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan:
Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting. AAAI 2016: 739-745 - 2015
- [c1]Huan Li, Zhouchen Lin:
Accelerated Proximal Gradient Methods for Nonconvex Programming. NIPS 2015: 379-387
Informal and Other Publications
- 2024
- [i9]Huan Li, Zhouchen Lin:
On the O(×d/T1/4) Convergence Rate of RMSProp and Its Momentum Extension Measured by 𝓁l Norm: Better Dependence on the Dimension. CoRR abs/2402.00389 (2024) - 2022
- [i8]Huan Li, Zhouchen Lin:
Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the O(ε-7/4) Complexity. CoRR abs/2201.11411 (2022) - [i7]Xingyu Xie, Pan Zhou, Huan Li, Zhouchen Lin, Shuicheng Yan:
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models. CoRR abs/2208.06677 (2022) - 2021
- [i6]Huan Li, Zhouchen Lin:
Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization. CoRR abs/2104.02596 (2021) - 2020
- [i5]Huan Li, Zhouchen Lin:
Revisiting EXTRA for Smooth Distributed Optimization. CoRR abs/2002.10110 (2020) - [i4]Huan Li, Zhouchen Lin, Yongchun Fang:
Optimal Accelerated Variance Reduced EXTRA and DIGing for Strongly Convex and Smooth Decentralized Optimization. CoRR abs/2009.04373 (2020) - 2018
- [i3]Huan Li, Yibo Yang, Dongmin Chen, Zhouchen Lin:
Optimization Algorithm Inspired Deep Neural Network Structure Design. CoRR abs/1810.01638 (2018) - 2015
- [i2]Zhouchen Lin, Canyi Lu, Huan Li:
Optimized Projections for Compressed Sensing via Direct Mutual Coherence Minimization. CoRR abs/1508.03117 (2015) - [i1]Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan:
Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting. CoRR abs/1511.05133 (2015)
Coauthor Index
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