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ORCIDXiao Li 0009
Person information
- affiliation: Chinese University of Hong Kong, School of Data Science, Shenzhen, China
- affiliation (PhD 2020): Chinese University of Hong Kong, Department of Electronic Engineering, Hong Kong
Other persons with the same name
- Xiao Li — disambiguation page
- Xiao Li 0001
![[0000-0001-9660-9053]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-9660-9053")
— Southeast University, National Mobile Communications Research Laboratory, Nanjing, China - Xiao Li 0002 — Fudan University, Shanghai, China
- Xiao Li 0003 — Chongqing University, School of Construction Management and Real Estate, China
- Xiao Li 0004 — Texas A&M University, Department of Electrical and Computer Engineering, College Station, TX, USA
- Xiao Li 0005 — University of California, Department of Electrical and Computer Engineering, Davis, CA, USA
- Xiao Li 0006 — Facebook, Inc. (and 2 more)
- Xiao Li 0007 — Chinese Academy of Sciences, Xinjiang Technical Institute of Physics & Chemistry, Urumqi, China
- Xiao Li 0008 — Xidian University, School of Computer Science and Technology, Xidian Xi'an, China
- Xiao Li 0010 — Shandong University, Department of Pharmacy, Jinan, China (and 1 more)
- Xiao Li 0011 — Hebei University of Technology, School of Artificial Intelligence, Tianjin, China
- Xiao Li 0012 — Tianjin University, School of Electrical and Information Engineering, Tianjin Key Laboratory of Process Measurement and Control, China
- Xiao Li 0013 — Boston University, Department of Mechanical Engineering, Brookline, MA, USA
- Xiao Li 0014 — Nanjing University of Posts and Telecommunications, China
- Xiao Li 0015 — Texas A&M University, Department of Geography, College Station, TX, USA
- Xiao Li 0016 — Nankai University, School of Finance, Tianjin, China
- Xiao Li 0017 — National University of Defense Technology, College of Electronic Science, Changsha, China
- Xiao Li 0018 — Northeastern University, School of Mechanical Engineering and Automation, Shenyang, China
- Xiao Li 0019 — Ningxia University, School of Physics and Electronic-Electrical Engineering, Yinchuan, China
- Xiao Li 0020 — Xi'an Jiaotong University, First Affiliated Hospital of Medical College / Institute of Organ Transplantation, China
- Xiao Li 0021 — NARI Group Corporation (State Grid Electric Power Research Institute), Nanjing, China (and 1 more)
- Xiao Li 0022 — University of California Berkeley, Department of Electrical Engineering and Computer Sciences, CA, USA
- Xiao Li 0023 — Dalian University of Technology, School of Mechanical Engineering, MoE Key Laboratory for Precision and Non-traditional Machining Technology, China
- Xiao Li 0024 — Northwestern Polytechnical University, School of Automation, Xi'an, China (and 1 more)
- Xiao Li 0025 — Massachusetts Institute of Technology, Computer Science and Artificial Intelligence Lab, Cambridge, MA, USA
- Xiao Li 0026 — University of Michigan, Department of Electrical Engineering & Computer Science, Ann Arbor, MI, USA
- Xiao Li 0027 — University of Texas at Dallas, Department of Computer Science, Richardson, TX, USA (and 1 more)
- Xiao Li 0028 — Tsinghua University, Beijing, China
- Xiao Li 0029 — Roskilde University, Denmark
- Xiao Li 0030 — Microsoft Research Asia, Beijing, China (and 1 more)
2020 – today
- 2024
[j6]Kun Huang, Xiao Li, Shi Pu:
Distributed Stochastic Optimization Under a General Variance Condition. IEEE Trans. Autom. Control. 69(9): 6105-6120 (2024)- 2023
- [j5]Xiao Li, Zhihui Zhu, Qiuwei Li, Kai Liu:
A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization. IEEE Trans. Knowl. Data Eng. 35(3): 2206-2219 (2023) - [c5]Huikang Liu, Xiao Li, Anthony Man-Cho So:
ReSync: Riemannian Subgradient-based Robust Rotation Synchronization. NeurIPS 2023 - [i13]Xiao Li, Zhihui Zhu, Qiuwei Li, Kai Liu:
A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization. CoRR abs/2301.10499 (2023) - [i12]Xiao Li, Lei Zhao, Daoli Zhu, Anthony Man-Cho So:
Revisiting Subgradient Method: Complexity and Convergence Beyond Lipschitz Continuity. CoRR abs/2305.14161 (2023) - [i11]Huikang Liu, Xiao Li, Anthony Man-Cho So:
ReSync: Riemannian Subgradient-based Robust Rotation Synchronization. CoRR abs/2305.15136 (2023) - 2022
- [i10]Lei Zhao, Ding Chen, Daoli Zhu, Xiao Li:
Randomized Coordinate Subgradient Method for Nonsmooth Optimization. CoRR abs/2206.14981 (2022) - 2021
- [j4]Xiao Li, Shixiang Chen, Zengde Deng, Qing Qu, Zhihui Zhu, Anthony Man-Cho So:
Weakly Convex Optimization over Stiefel Manifold Using Riemannian Subgradient-Type Methods. SIAM J. Optim. 31(3): 1605-1634 (2021) - 2020
- [j3]Qing Qu, Xiao Li, Zhihui Zhu:
Exact Recovery of Multichannel Sparse Blind Deconvolution via Gradient Descent. SIAM J. Imaging Sci. 13(3): 1630-1652 (2020) - [j2]Xiao Li, Zhihui Zhu, Anthony Man-Cho So, René Vidal:
Nonconvex Robust Low-Rank Matrix Recovery. SIAM J. Optim. 30(1): 660-686 (2020) - [c4]Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, Zhihui Zhu:
Geometric Analysis of Nonconvex Optimization Landscapes for Overcomplete Learning. ICLR 2020 - [i9]Qing Qu, Zhihui Zhu, Xiao Li, Manolis C. Tsakiris, John Wright, René Vidal:
Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications. CoRR abs/2001.06970 (2020)
2010 – 2019
- 2019
- [j1]Tao Hong, Xiao Li, Zhihui Zhu, Qiuwei Li:
Optimized structured sparse sensing matrices for compressive sensing. Signal Process. 159: 119-129 (2019) - [c3]Qing Qu, Xiao Li, Zhihui Zhu:
Exact and Efficient Multi-Channel Sparse Blind Deconvolution - A Nonconvex Approach. ACSSC 2019: 640-644 - [c2]Qing Qu, Xiao Li, Zhihui Zhu:
A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution. NeurIPS 2019: 4017-4028 - [i8]Xiao Li, Zhihui Zhu, Anthony Man-Cho So, Jason D. Lee:
Incremental Methods for Weakly Convex Optimization. CoRR abs/1907.11687 (2019) - [i7]Qing Qu, Xiao Li, Zhihui Zhu:
A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution. CoRR abs/1908.10776 (2019) - [i6]Xiao Li, Shixiang Chen, Zengde Deng, Qing Qu, Zhihui Zhu, Anthony Man-Cho So:
Nonsmooth Optimization over Stiefel Manifold: Riemannian Subgradient Methods. CoRR abs/1911.05047 (2019) - [i5]Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, Zhihui Zhu:
Analysis of the Optimization Landscapes for Overcomplete Representation Learning. CoRR abs/1912.02427 (2019) - 2018
- [c1]Zhihui Zhu, Xiao Li, Kai Liu, Qiuwei Li:
Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization. NeurIPS 2018: 5160-5170 - [i4]Zhihui Zhu, Xiao Li:
Convergence Analysis of Alternating Nonconvex Projections. CoRR abs/1802.03889 (2018) - [i3]Xiao Li, Zhihui Zhu, Anthony Man-Cho So, René Vidal:
Nonconvex Robust Low-rank Matrix Recovery. CoRR abs/1809.09237 (2018) - [i2]Zhihui Zhu, Xiao Li, Kai Liu, Qiuwei Li:
Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization. CoRR abs/1811.05642 (2018) - 2017
- [i1]Tao Hong, Xiao Li, Zhihui Zhu, Qiuwei Li:
Optimized Sparse Projections for Compressive Sensing. CoRR abs/1709.06895 (2017)
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