Hongchao Zhang

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All published works

Action	Title	Year	Authors
+ PDF Chat	SEEV: Synthesis with Efficient Exact Verification for ReLU Neural Barrier Functions	2024	Hongchao Zhang Zhizhen Qin Song Gao Andrew Clark
+ PDF Chat	A nonlinear least-squares convexity enforcing 𝐶⁰ interior penalty method for the Monge–Ampère equation on strictly convex smooth planar domains	2024	Susanne C. Brenner Li-yeng Sung Zhiyu Tan Hongchao Zhang
+ PDF Chat	Two Decentralized Conjugate Gradient Methods with Global Convergence	2024	Liping Wang Hao Wu Hongchao Zhang
+ PDF Chat	Verification and Synthesis of Compatible Control Lyapunov and Control Barrier Functions	2024	Hongkai Dai Chuanrui Jiang Hongchao Zhang Andrew Clark
+ PDF Chat	Fault Tolerant Neural Control Barrier Functions for Robotic Systems under Sensor Faults and Attacks	2024	Hongchao Zhang Luyao Niu Andrew M. Clark Radha Poovendran
+ PDF Chat	Learning a Formally Verified Control Barrier Function in Stochastic Environment	2024	Manan Tayal Hongchao Zhang Pushpak Jagtap Andrew Clark Shishir Kolathaya
+ PDF Chat	A unified proximal gradient method for nonconvex composite optimization with extrapolation	2024	Miao Zhang Hongchao Zhang
+ PDF Chat	Algorithm 1035: A Gradient-based Implementation of the Polyhedral Active Set Algorithm	2023	William W. Hager Hongchao Zhang
+	An Improved Spectral Conjugate Gradient Algorithm Based on A Modified Wolfe Line Search	2023	Hao Wu Liping Wang Hongchao Zhang
+ PDF Chat	Barrier Certificate based Safe Control for LiDAR-based Systems under Sensor Faults and Attacks	2022	Hongchao Zhang Shiyu Cheng Luyao Niu Andrew Clark
+ PDF Chat	On the acceleration of the Barzilai–Borwein method	2022	Yakui Huang Yu‐Hong Dai Xinwei Liu Hongchao Zhang
+	Unified linear convergence of first-order primal-dual algorithms for saddle point problems	2022	Fan Jiang Zhongming Wu Xingju Cai Hongchao Zhang
+ PDF Chat	An inexact accelerated stochastic ADMM for separable convex optimization	2022	Jianchao Bai William W. Hager Hongchao Zhang
+	A Gradient-Based Implementation of the Polyhedral Active Set Algorithm	2022	James D. Diffenderfer William W. Hager Hongchao Zhang
+ PDF Chat	Safety-Critical Control Synthesis for Unknown Sampled-Data Systems via Control Barrier Functions	2021	Luyao Niu Hongchao Zhang Andrew Clark
+ PDF Chat	On the Asymptotic Convergence and Acceleration of Gradient Methods	2021	Yakui Huang Yu‐Hong Dai Xinwei Liu Hongchao Zhang
+ PDF Chat	A convexity enforcing $${C}^{{0}}$$ interior penalty method for the Monge–Ampère equation on convex polygonal domains	2021	Susanne C. Brenner Li-yeng Sung Zhiyu Tan Hongchao Zhang
+	A Nonmonotone Smoothing Newton Algorithm for Weighted Complementarity Problem	2021	Jingyong Tang Hongchao Zhang
+	A first-order inexact primal-dual algorithm for a class of convex-concave saddle point problems	2021	Fan Jiang Zhongming Wu Xingju Cai Hongchao Zhang
+	Safety-Critical Control Synthesis for Unknown Sampled-Data Systems via Control Barrier Functions	2021	Luyao Niu Hongchao Zhang Andrew L. Clark
+ PDF Chat	Convergence rates for an inexact ADMM applied to separable convex optimization	2020	William W. Hager Hongchao Zhang
+ PDF Chat	A Derivative-Free Geometric Algorithm for Optimization on a Sphere	2020	Yannan Chen Min Xi Hongchao Zhang
+ PDF Chat	Gradient methods exploiting spectral properties	2020	Yakui Huang Yu‐Hong Dai Xinwei Liu Hongchao Zhang
+	Inexact proximal stochastic second-order methods for nonconvex composite optimization	2020	Xiao Wang Hongchao Zhang
+	On the acceleration of the Barzilai-Borwein method	2020	Yakui Huang Yu‐Hong Dai Xinwei Liu Hongchao Zhang
+	On the asymptotic convergence and acceleration of gradient methods	2019	Yakui Huang Yu‐Hong Dai Xinwei Liu Hongchao Zhang
+ PDF Chat	Generalized Uniformly Optimal Methods for Nonlinear Programming	2019	Saeed Ghadimi Guanghui Lan Hongchao Zhang
+	Inexact alternating direction methods of multipliers for separable convex optimization	2019	William W. Hager Hongchao Zhang
+	Gradient methods exploiting spectral properties	2019	Yakui Huang Yu‐Hong Dai Xinwei Liu Hongchao Zhang
+	On the asymptotic convergence and acceleration of gradient methods	2019	Yakui Huang Yu‐Hong Dai Xinwei Liu Hongchao Zhang
+ PDF Chat	A parameterized proximal point algorithm for separable convex optimization	2017	Jianchao Bai Hongchao Zhang Jicheng Li
+	Inexact proximal stochastic gradient method for convex composite optimization	2017	Xiao Wang Shuxiong Wang Hongchao Zhang
+ PDF Chat	An active set algorithm for nonlinear optimization with polyhedral constraints	2016	William W. Hager Hongchao Zhang
+	Projection onto a Polyhedron that Exploits Sparsity	2016	William W. Hager Hongchao Zhang
+	An Alternating Direction Approximate Newton Algorithm for Ill-Conditioned Inverse Problems with Application to Parallel MRI	2015	William W. Hager Cuong Ngo Maryam Yashtini Hongchao Zhang
+	An augmented Lagrangian affine scaling method for nonlinear programming	2015	Xiao Wang Hongchao Zhang
+ PDF Chat	Mini-batch stochastic approximation methods for nonconvex stochastic composite optimization	2014	Saeed Ghadimi Guanghui Lan Hongchao Zhang
+	An efficient gradient method using the Yuan steplength	2014	Roberta De Asmundis Daniela di Serafino William W. Hager Gerardo Toraldo Hongchao Zhang
+	A nonmonotone approximate sequence algorithm for unconstrained nonlinear optimization	2013	Hongchao Zhang
+	A Morley finite element method for the displacement obstacle problem of clamped Kirchhoff plates	2013	Susanne C. Brenner Li-yeng Sung Hongchao Zhang Yi Zhang
+	An affine scaling method for optimization problems with polyhedral constraints	2013	William W. Hager Hongchao Zhang
+	The Limited Memory Conjugate Gradient Method	2013	William W. Hager Hongchao Zhang
+	Mini-batch Stochastic Approximation Methods for Nonconvex Stochastic Composite Optimization	2013	Saeed Ghadimi Guanghui Lan Hongchao Zhang
+	Bregman operator splitting with variable stepsize for total variation image reconstruction	2012	Yunmei Chen William W. Hager Maryam Yashtini Xiaojing Ye Hongchao Zhang
+ PDF Chat	A nonmonotone spectral projected gradient method for large-scale topology optimization problems	2012	Rouhollah Tavakoli Hongchao Zhang
+	On the convergence of an active-set method for ℓ<sub>1</sub>minimization	2011	Zaiwen Wen Wotao Yin Hongchao Zhang Donald Goldfarb
+ PDF Chat	Gradient-Based Methods for Sparse Recovery	2011	William W. Hager Dzung T. Phan Hongchao Zhang
+	An Affine-Scaling Interior-Point Method for Continuous Knapsack Constraints with Application to Support Vector Machines	2011	María D. González-Lima William W. Hager Hongchao Zhang
+	On the local convergence of a derivative-free algorithm for least-squares minimization	2010	Hongchao Zhang Andrew R. Conn
+	A nonmonotone spectral projected gradient method for large-scale topology optimization problems	2010	Ruhollah Tavakoli Hongchao Zhang
+	Gradient-based methods for sparse recovery	2009	William W. Hager Dzung T. Phan Hongchao Zhang
+	An affine-scaling interior-point CBB method for box-constrained optimization	2007	William W. Hager B.A. Mair Hongchao Zhang
+	Self-adaptive inexact proximal point methods	2007	William W. Hager Hongchao Zhang
+	PACBB: A Projected Adaptive Cyclic Barzilai-Borwein Method for Box Constrained Optimization	2006	Hongchao Zhang William W. Hager
+ PDF Chat	The cyclic Barzilai-–Borwein method for unconstrained optimization	2006	Yu‐Hong Dai William W. Hager Klaus Schittkowski Hongchao Zhang
+	Algorithm 851	2006	William W. Hager Hongchao Zhang
+	A New Active Set Algorithm for Box Constrained Optimization	2006	William W. Hager Hongchao Zhang
+	GRADIENT METHODS FOR LARGE-SCALE NONLINEAR OPTIMIZATION	2006	Hongchao Zhang
+	A New Conjugate Gradient Method with Guaranteed Descent and an Efficient Line Search	2005	William W. Hager Hongchao Zhang
+	A SURVEY OF NONLINEAR CONJUGATE GRADIENT METHODS	2005	William W. Hager Hongchao Zhang
+	A Nonmonotone Line Search Technique and Its Application to Unconstrained Optimization	2004	Hongchao Zhang William W. Hager
+	None	2001	Yu‐Hong Dai Hongchao Zhang

Common Coauthors

Coauthor	Papers Together
William W. Hager	24
Yu‐Hong Dai	9
Yakui Huang	7
Xinwei Liu	7
Andrew Clark	5
Luyao Niu	4
Guanghui Lan	3
Saeed Ghadimi	3
Susanne C. Brenner	3
Li-yeng Sung	3
Dzung T. Phan	2
Fan Jiang	2
Zhongming Wu	2
Maryam Yashtini	2
Jianchao Bai	2
Zhiyu Tan	2
Hao Wu	2
Xingju Cai	2
Liping Wang	2
María D. González-Lima	1
Roberta De Asmundis	1
James D. Diffenderfer	1
Zaiwen Wen	1
Shuxiong Wang	1
B.A. Mair	1
Andrew L. Clark	1
Yunmei Chen	1
Manan Tayal	1
Jingyong Tang	1
Cuong Ngo	1
Pushpak Jagtap	1
Gerardo Toraldo	1
Radha Poovendran	1
Ruhollah Tavakoli	1
Xiao Wang	1
Min Xi	1
Shishir Kolathaya	1
Wotao Yin	1
Yi Zhang	1
Xiao Wang	1
Chuanrui Jiang	1
Rouhollah Tavakoli	1
Zhizhen Qin	1
Jicheng Li	1
Miao Zhang	1
Yannan Chen	1
Xiaojing Ye	1
Xiao Wang	1
Andrew R. Conn	1
Song Gao	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Two-Point Step Size Gradient Methods	1988	Jonathan Barzilai Jonathan M. Borwein	27
+	A New Active Set Algorithm for Box Constrained Optimization	2006	William W. Hager Hongchao Zhang	19
+	A Nonmonotone Line Search Technique for Newton’s Method	1986	Luigi Grippo F. Lampariello Stefano Lucidi	18
+ PDF Chat	Benchmarking optimization software with performance profiles	2002	Elizabeth D. Dolan Jorge J. Morè	17
+	The Barzilai and Borwein Gradient Method for the Large Scale Unconstrained Minimization Problem	1997	Marcos Raydan	16
+ PDF Chat	Nonmonotone Spectral Projected Gradient Methods on Convex Sets	2000	E. G. Birgin J. M. Martı́nez Marcos Raydan	15
+ PDF Chat	The cyclic Barzilai-–Borwein method for unconstrained optimization	2006	Yu‐Hong Dai William W. Hager Klaus Schittkowski Hongchao Zhang	13
+	Gradient Method with Retards and Generalizations	1998	Ana Friedlander J. M. Martı́nez Brígida Molina Marcos Raydan	12
+	On the Barzilai-Borwein Method	2005	R. Fletcher	12
+ PDF Chat	CUTE	1995	Ingrid Bongartz Andrew R. Conn Nicholas I. M. Gould Philippe L. Toint	12
+	None	2001	Yu‐Hong Dai Hongchao Zhang	11
+	Alternate step gradient method*	2003	Yu‐Hong Dai	11
+	A New Conjugate Gradient Method with Guaranteed Descent and an Efficient Line Search	2005	William W. Hager Hongchao Zhang	10
+	R-linear convergence of the Barzilai and Borwein gradient method	2002	Y. H. Dai	10
+	On the asymptotic directions of thes-dimensional optimum gradient method	1968	George E. Forsythe	10
+	Alternate minimization gradient method	2003	Y. H. Dai	9
+	A Nonmonotone Line Search Technique and Its Application to Unconstrained Optimization	2004	Hongchao Zhang William W. Hager	9
+ PDF Chat	On the Barzilai and Borwein choice of steplength for the gradient method	1993	Marcos Raydan	8
+	Trust Region Methods	2000	Andrew R. Conn Nicholas I. M. Gould Philippe L. Toint	8
+	Algorithm 851	2006	William W. Hager Hongchao Zhang	8
+ PDF Chat	Projected Barzilai-Borwein methods for large-scale box-constrained quadratic programming	2005	Yu‐Hong Dai R. Fletcher	7
+	None	2002	Marcos Raydan B. F. Svaiter	7
+	Convergence Conditions for Ascent Methods. II: Some Corrections	1971	Philip Wolfe	7
+	Algorithm 813	2001	E. G. Birgin J. M. Martı́nez Marcos Raydan	7
+ PDF Chat	Updating quasi-Newton matrices with limited storage	1980	Jorge Nocedal	7
+	Analysis of monotone gradient methods	2005	Yu‐Hong Dai Ya-xiang Yuan	7
+ PDF Chat	New adaptive stepsize selections in gradient methods	2008	Giacomo Frassoldati Luca Zanni Gaetano Zanghirati	7
+	A SURVEY OF NONLINEAR CONJUGATE GRADIENT METHODS	2005	William W. Hager Hongchao Zhang	7
+	Gradient Methods with Adaptive Step-Sizes	2006	Bin Zhou Li Gao Yu‐Hong Dai	7
+	A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems	2009	Amir Beck Marc Teboulle	7
+	Convergence Conditions for Ascent Methods	1969	Philip Wolfe	7
+	An efficient gradient method using the Yuan steplength	2014	Roberta De Asmundis Daniela di Serafino William W. Hager Gerardo Toraldo Hongchao Zhang	6
+	Global Convergence Properties of Conjugate Gradient Methods for Optimization	1992	Jean Charles Gilbert Jorge Nocedal	6
+	A New Gradient Method with an Optimal Stepsize Property	2006	Y. H. Dai Xiaoqi Yang	6
+	The conjugate gradient method in extremal problems	1969	B. T. Polyak	6
+ PDF Chat	A family of spectral gradient methods for optimization	2019	Yu‐Hong Dai Yakui Huang Xinwei Liu	6
+ PDF Chat	On the limited memory BFGS method for large scale optimization	1989	Cheng‐Di Dong Jorge Nocedal	6
+	On a Successive Transformation of Probability Distribution and Its Application to the Analysis of the Optimum Gradient Method	1998	Hirotugu Akaike	6
+	On the steepest descent algorithm for quadratic functions	2015	Clóvis C. Gonzaga Ruana Maíra Schneider	6
+	Feasible Barzilai–Borwein-like methods for extreme symmetric eigenvalue problems	2012	Bo Jiang Yu-Hong Dai	6
+	A NEW STEPSIZE FOR THE STEEPEST DESCENT METHOD	2006	Ya-xiang Yuan	6
+	Quadratic regularization projected Barzilai–Borwein method for nonnegative matrix factorization	2014	Yakui Huang Hongwei Liu Shuisheng Zhou	6
+	A Nonlinear Conjugate Gradient Method with a Strong Global Convergence Property	1999	Y. H. Dai Y. Yuan	6
+	On the Nonmonotone Line Search	2002	Y. H. Dai	5
+	Non-monotone trust-region algorithms for nonlinear optimization subject to convex constraints	1997	Philippe L. Toint	5
+	On the convergence of interior-reflective Newton methods for nonlinear minimization subject to bounds	1994	Thomas F. Coleman Yuying Li	5
+ PDF Chat	On the Douglas—Rachford splitting method and the proximal point algorithm for maximal monotone operators	1992	Jonathan Eckstein Dimitri P. Bertsekas	5
+ PDF Chat	A trust region and affine scaling interior point method for nonconvex minimization with linear inequality constraints	2000	Thomas F. Coleman Yuying Li	5
+	On the Convergence of a New Conjugate Gradient Algorithm	1978	David F. Shanno	5
+ PDF Chat	Line search algorithms with guaranteed sufficient decrease	1994	Jorge J. Morè David J. Thuente	5