HQ
Hou-Duo Qi
math.OCcs.LGcs.AIcs.CLNeural Networks, ComputerAlgorithmscs.NAcs.SEeess.SPmath.NA
On Valency
published · living versionsW_ffv63gdv·v1 · currentpublished
Efficient variance reduction for randomized Kaczmarz methods via residual-tracking control variates
with Jiaxin Xie, Deren Han
1 version
Preprints & journals
24 papers in the corpus · 2004–2026Rank-Adaptive and Linearly Convergent Frank--Wolfe Method over Spectrahedron via Nonconvex Oracle2609.08522v1 · Houduo Qi, Haoning Wang, Liping Zhang2026 · 0 citationsarXiv
Local Duality for Sparse Support Vector Machines.41961573 · Zhang, Penghe, Xiu, Naihua, Qi, Houduo2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(9):10332-10347
A Proximal Point Semismooth Newton Algorithm for Structural Composite Cardinality Optimization2607.02926v1 · Penghe Zhang, Naihua Xiu, Houduo Qi2026 · 0 citationsarXiv
Beyond the Prompt in Large Language Models: Comprehension, In-Context Learning, and Chain-of-Thought2603.10000v2 · Yuling Jiao, Yanming Lai, Huazhen Lin et al.2026 · 0 citationsarXiv
A Robust EDM Optimization Approach for 3D Single-Source Localization with Angle and Range Measurements2510.13498v3 · Mingyu Zhao, Qingna Li, Hou-Duo Qi2025 · 1 citationDigital Signal Processing 182 (2026) 106285
Simplex Frank-Wolfe: Linear Convergence and Its Numerical Efficiency for Convex Optimization over Polytopes2509.24279v1 · Haoning Wang, Houduo Qi, Liping Zhang2025 · 0 citationsarXiv
Landmark MDS Revisited for Sensor Network Localization with Anchors2509.11126v1 · Ting Ouyang, Lingchen Kong, Houduo Qi2025 · 0 citationsarXiv
Composite Optimization with Indicator Functions: Stationary Duality and a Semismooth Newton Method2506.08374v1 · Penghe Zhang, Naihua Xiu, Houduo Qi2025 · 2 citationsarXiv
Accelerating RLHF Training with Reward Variance Increase2505.23247v2 · Zonglin Yang, Zhexuan Gu, Houduo Qi et al.2025 · 0 citationsarXiv
GLL-type Nonmonotone Descent Methods Revisited under Kurdyka-Łojasiewicz Property2504.11385v1 · Yitian Qian, Ting Tao, Shaohua Pan et al.2025 · 0 citationsarXiv
A Survey on Large Language Model-based Agents for Statistics and Data Science2412.14222v2 · Maojun Sun, Ruijian Han, Binyan Jiang et al.2024 · 23 citationsAm. Statist. (2025) 1-14
LAMBDA: A Large Model Based Data Agent2407.17535v3 · Maojun Sun, Ruijian Han, Binyan Jiang et al.2024 · 10 citationsarXiv
Analytic analysis of the worst-case complexity of the gradient method with exact line search and the Polyak stepsize2407.04914v1 · Ya-Kui Huang, Hou-Duo Qi2024 · 0 citationsarXiv
Convergence of ZH-type nonmonotone descent method for Kurdyka-Łojasiewicz optimization problems2406.05740v2 · Yitian Qian, Ting Tao, Shaohua Pan et al.2024 · 1 citationarXiv
Randomized iterative methods for generalized absolute value equations: Solvability and error bounds2405.04091v3 · Jiaxin Xie, Hou-Duo Qi, Deren Han2024 · 16 citationsarXiv
Error Bounds for Rank-one Double Nonnegative Reformulations of QAP and Exact Penalties2403.11210v2 · Yitian Qian, Shaohua Pan, Shujun Bi et al.2024 · 0 citationsarXiv
An Optimization Study of Diversification Return Portfolios2303.01657v1 · Chao Ding, Houduo Qi2023 · 0 citationsarXiv
Quadratic Convergence of Smoothing Newton's Method for 0/1 Loss Optimization2103.14987v4 · Shenglong Zhou, Lili Pan, Naihua Xiu et al.2021 · 26 citationsSIAM Journal on Optimization 2021
A Lagrange-Newton Algorithm for Sparse Nonlinear Programming2004.13257v2 · Chen Zhao, Naihua Xiu, Hou-Duo Qi et al.2020 · 15 citationsarXiv
Global and Quadratic Convergence of Newton Hard-Thresholding Pursuit1901.02763v2 · Shenglong Zhou, Naihua Xiu, Hou-Duo Qi2019 · 45 citationsJournal of Machine Learning Research, 2021
A Lagrangian Dual Based Approach to Sparse Linear Programming1805.11942v2 · Chen Zhao, Ziyan Luo, Weiyue Li et al.2018 · 0 citationsarXiv
Convex Optimization Learning of Faithful Euclidean Distance Representations in Nonlinear Dimensionality Reduction1406.5736v1 · Chao Ding, Hou-Duo Qi2014 · 20 citationsarXiv
Deriving sufficient conditions for global asymptotic stability of delayed neural networks via nonsmooth analysis--II.16342510 · Qi, Houduo, Qi, Liqun, Yang, Xiaoqi2006 · 58 citationsIEEE transactions on neural networks. 2005;16(6):1701-6
Deriving sufficient conditions for global asymptotic stability of delayed neural networks via nonsmooth analysis.15387251 · Qi, Houduo, Qi, Liqun2004 · 56 citationsIEEE transactions on neural networks. 2004;15(1):99-109
Career total: 99 works. 24 are in this corpus.
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