Xiao Li - RankMe

34 papers A* 4Misc 1Journal 29

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization. J. Mach. Learn. Res. Junwen Qiu, Xiao Li, Andre Milzarek
2025	J	`jnl`	Online SFT for LLM Reasoning: Surprising Effectiveness of Self-Tuning without Rewards. CoRR Mengqi Li, Lei Zhao, Anthony Man-Cho So, Ruoyu Sun, Xiao Li
2024	J	`jnl`	A Generalized Version of Chung's Lemma and its Applications. CoRR Li Jiang, Xiao Li, Andre Milzarek, Junwen Qiu
2024	J	`jnl`	A KL-based Analysis Framework with Applications to Non-Descent Optimization Methods. CoRR Junwen Qiu, Bohao Ma, Xiao Li, Andre Milzarek
2024	J	`jnl`	Distributed Stochastic Optimization Under a General Variance Condition. IEEE Trans. Autom. Control. Kun Huang, Xiao Li, Shi Pu
2023	J	`jnl`	A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization. CoRR Xiao Li, Andre Milzarek, Junwen Qiu
2023	J	`jnl`	A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization. CoRR Xiao Li, Zhihui Zhu, Qiuwei Li, Kai Liu
2023	J	`jnl`	A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization. IEEE Trans. Knowl. Data Eng. Xiao Li, Zhihui Zhu, Qiuwei Li, Kai Liu
2023	J	`jnl`	Convergence of Random Reshuffling under the Kurdyka-Łojasiewicz Inequality. SIAM J. Optim. Xiao Li, Andre Milzarek, Junwen Qiu
2023	J	`jnl`	Distributed Random Reshuffling Over Networks. IEEE Trans. Signal Process. Kun Huang, Xiao Li, Andre Milzarek, Shi Pu, Junwen Qiu
2023	J	`jnl`	Distributed Stochastic Optimization under a General Variance Condition. CoRR Kun Huang, Xiao Li, Shi Pu
2023	A*	`conf`	ReSync: Riemannian Subgradient-based Robust Rotation Synchronization. NeurIPS Huikang Liu, Xiao Li, Anthony Man-Cho So
2023	J	`jnl`	ReSync: Riemannian Subgradient-based Robust Rotation Synchronization. CoRR Huikang Liu, Xiao Li, Anthony Man-Cho So
2023	J	`jnl`	Revisiting Subgradient Method: Complexity and Convergence Beyond Lipschitz Continuity. CoRR Xiao Li, Lei Zhao, Daoli Zhu, Anthony Man-Cho So
2022	J	`jnl`	Randomized Coordinate Subgradient Method for Nonsmooth Optimization. CoRR Lei Zhao, Ding Chen, Daoli Zhu, Xiao Li
2021	J	`jnl`	Convergence of Random Reshuffling Under The Kurdyka-Łojasiewicz Inequality. CoRR Xiao Li, Andre Milzarek, Junwen Qiu
2021	J	`jnl`	Distributed Random Reshuffling over Networks. CoRR Kun Huang, Xiao Li, Andre Milzarek, Shi Pu, Junwen Qiu
2021	J	`jnl`	Weakly Convex Optimization over Stiefel Manifold Using Riemannian Subgradient-Type Methods. SIAM J. Optim. Xiao Li, Shixiang Chen, Zengde Deng, Qing Qu, Zhihui Zhu, Anthony Man-Cho So
2020	J	`jnl`	Exact Recovery of Multichannel Sparse Blind Deconvolution via Gradient Descent. SIAM J. Imaging Sci. Qing Qu, Xiao Li, Zhihui Zhu
2020	J	`jnl`	Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications. CoRR Qing Qu, Zhihui Zhu, Xiao Li, Manolis C. Tsakiris, John Wright, René Vidal
2020	A*	`conf`	Geometric Analysis of Nonconvex Optimization Landscapes for Overcomplete Learning. ICLR Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, Zhihui Zhu
2020	J	`jnl`	Nonconvex Robust Low-Rank Matrix Recovery. SIAM J. Optim. Xiao Li, Zhihui Zhu, Anthony Man-Cho So, René Vidal
2019	A*	`conf`	A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution. NeurIPS Qing Qu, Xiao Li, Zhihui Zhu
2019	J	`jnl`	A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution. CoRR Qing Qu, Xiao Li, Zhihui Zhu
2019	J	`jnl`	Analysis of the Optimization Landscapes for Overcomplete Representation Learning. CoRR Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, Zhihui Zhu
2019	Misc	`conf`	Exact and Efficient Multi-Channel Sparse Blind Deconvolution - A Nonconvex Approach. ACSSC Qing Qu, Xiao Li, Zhihui Zhu
2019	J	`jnl`	Incremental Methods for Weakly Convex Optimization. CoRR Xiao Li, Zhihui Zhu, Anthony Man-Cho So, Jason D. Lee
2019	J	`jnl`	Nonsmooth Optimization over Stiefel Manifold: Riemannian Subgradient Methods. CoRR Xiao Li, Shixiang Chen, Zengde Deng, Qing Qu, Zhihui Zhu, Anthony Man-Cho So
2019	J	`jnl`	Optimized structured sparse sensing matrices for compressive sensing. Signal Process. Tao Hong, Xiao Li, Zhihui Zhu, Qiuwei Li
2018	J	`jnl`	Convergence Analysis of Alternating Nonconvex Projections. CoRR Zhihui Zhu, Xiao Li
2018	A*	`conf`	Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization. NeurIPS Zhihui Zhu, Xiao Li, Kai Liu, Qiuwei Li
2018	J	`jnl`	Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization. CoRR Zhihui Zhu, Xiao Li, Kai Liu, Qiuwei Li
2018	J	`jnl`	Nonconvex Robust Low-rank Matrix Recovery. CoRR Xiao Li, Zhihui Zhu, Anthony Man-Cho So, René Vidal
2017	J	`jnl`	Optimized Sparse Projections for Compressive Sensing. CoRR Tao Hong, Xiao Li, Zhihui Zhu, Qiuwei Li