Hongchao Zhang

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 59

Top Topics

Gradient Method

Nonlinear Programming

Convex Optimization

Top Venues

Comput. Optim. Appl.

Publications

Da Jiang, Ling Du, Shuhui Li, Meijing Wang, Hongchao Zhang, Xiaole Chen, Yunlong Sun
An Improved Dynamic Window Approach Based on Reinforcement Learning for the Trajectory Planning of Automated Guided Vehicles. IEEE Access 12 (2024)
Hongchao Zhang, Luyao Niu, Andrew Clark, Radha Poovendran
Fault Tolerant Neural Control Barrier Functions for Robotic Systems under Sensor Faults and Attacks. ICRA (2024)
Jiayuan Wu, Jiang Hu, Hongchao Zhang, Zaiwen Wen
Convergence Analysis of an Adaptively Regularized Natural Gradient Method. IEEE Trans. Signal Process. 72 (2024)
Shiyang Lu, Xiaobai Ning, Hongchao Zhang, Sixi Zhen, Xiaofei Fan, Danrong Xiong, Dapeng Zhu, Gefei Wang, Hongxi Liu, Kaihua Cao, Weisheng Zhao
Spin-orbit torque efficiency enhancement to tungsten-based SOT-MTJs by interface modification with an ultrathin MgO. Sci. China Inf. Sci. 67 (1) (2024)
Chengbo Yang, Bao Song, Juri Jatskevich, Hongchao Zhang, Christopher H. T. Lee
Normal-Operation-Undisturbed Magnet Flux Linkage Monitoring in PMSM Drives via a Mechanical-Model-Based Dual Time-Scale Approach. IEEE Trans. Ind. Informatics 20 (4) (2024)
Hongchao Zhang, Luyao Niu, Andrew Clark, Radha Poovendran
Fault Tolerant Neural Control Barrier Functions for Robotic Systems under Sensor Faults and Attacks. CoRR (2024)
Da Jiang, Meijing Wang, Xiaole Chen, Hongchao Zhang, Kang Wang, Chengchi Li, Shuhui Li, Ling Du
An Integrated Autonomous Dynamic Navigation Approach toward a Composite Air-Ground Risk Construction Scenario. Sensors 24 (1) (2024)
Yunfan Zuo, Yuyang Ye, Hongchao Zhang, Tinghuan Chen, Hao Yan, Longxing Shi
A Graph-Learning-Driven Prediction Method for Combined Electromigration and Thermomigration Stress on Multi-Segment Interconnects. DATE (2024)
Manan Tayal, Hongchao Zhang, Pushpak Jagtap, Andrew Clark, Shishir Kolathaya
Learning a Formally Verified Control Barrier Function in Stochastic Environment. CoRR (2024)
Hongkai Dai, Chuanrui Jiang, Hongchao Zhang, Andrew Clark
Verification and Synthesis of Compatible Control Lyapunov and Control Barrier Functions. CoRR (2024)
Hongchao Zhang, Bao Song, Junming Xu, Hu Li, Shuhui Li
Adhesion Coefficient Identification of Wheeled Mobile Robot under Unstructured Pavement. Sensors 24 (4) (2024)
Hongchao Zhang, Yunfan Zuo
A 2D Clock Interconnect Electromigration-Thermal Coupling Simulation Method Based on COMSOL. ASICON (2023)
Hongchao Zhang, Zhouchi Li, Hongkai Dai, Andrew Clark
Efficient Sum of Squares-Based Verification and Construction of Control Barrier Functions by Sampling on Algebraic Varieties. CDC (2023)
Zhe Rong, Qian Wang, Hongchao Zhang
Effects of cross-platform multichannel shopping on online customer-firm relationship length, depth, and breadth: An empirical investigation. Inf. Process. Manag. 60 (2) (2023)
Hongchao Zhang, Junlin Wu, Yevgeniy Vorobeychik, Andrew Clark
Exact Verification of ReLU Neural Control Barrier Functions. CoRR (2023)
William W. Hager, Hongchao Zhang
Algorithm 1035: A Gradient-based Implementation of the Polyhedral Active Set Algorithm. ACM Trans. Math. Softw. 49 (2) (2023)
Hongchao Zhang, Zhouchi Li, Shiyu Cheng, Andrew Clark
Cooperative Perception for Safe Control of Autonomous Vehicles under LiDAR Spoofing Attacks. CoRR (2023)
Xinyi Xu, Hongchao Zhang, Chuanpeng Jiang, Jinhao Li, Shiyang Lu, Yunpeng Li, Honglei Du, Xueying Zhang, Zhaohao Wang, Kaihua Cao, Weisheng Zhao, Shuqin Lyu, Hao Xu, Bonian Jiang, Le Wang, Bowen Man, Cong Zhang, Dandan Li, Shuhui Li, Xiaofei Fan, Gefei Wang, Hong-xi Liu
Full reliability characterization of three-terminal SOT-MTJ devices and corresponding arrays. IRPS (2023)
Jingyong Tang, Jinchuan Zhou, Hongchao Zhang
An Accelerated Smoothing Newton Method with Cubic Convergence for Weighted Complementarity Problems. J. Optim. Theory Appl. 196 (2) (2023)
Hua Bao, Ping Shu, Hongchao Zhang, Xiaobai Liu
Siamese-Based Twin Attention Network for Visual Tracking. IEEE Trans. Circuits Syst. Video Technol. 33 (2) (2023)
Hongchao Zhang, Junlin Wu, Yevgeniy Vorobeychik, Andrew Clark
Exact Verification of ReLU Neural Control Barrier Functions. NeurIPS (2023)
Hongchao Zhang, Shiyu Cheng, Luyao Niu, Andrew Clark
Barrier Certificate based Safe Control for LiDAR-based Systems under Sensor Faults and Attacks. CoRR (2022)
Xiaokai Chang, Junfeng Yang, Hongchao Zhang
Golden Ratio Primal-Dual Algorithm with Linesearch. SIAM J. Optim. 32 (3) (2022)
Hongchao Zhang, Shiyu Cheng, Luyao Niu, Andrew Clark
Barrier Certificate based Safe Control for LiDAR-based Systems under Sensor Faults and Attacks. CDC (2022)
Fan Jiang, Zhongming Wu, Xingju Cai, Hongchao Zhang
Unified linear convergence of first-order primal-dual algorithms for saddle point problems. Optim. Lett. 16 (6) (2022)
Yakui Huang, Yu-Hong Dai, Xinwei Liu, Hongchao Zhang
On the Asymptotic Convergence and Acceleration of Gradient Methods. J. Sci. Comput. 90 (1) (2022)
Yakui Huang, Yu-Hong Dai, Xin-Wei Liu, Hongchao Zhang
On the acceleration of the Barzilai-Borwein method. Comput. Optim. Appl. 81 (3) (2022)
Jianchao Bai, William W. Hager, Hongchao Zhang
An inexact accelerated stochastic ADMM for separable convex optimization. Comput. Optim. Appl. 81 (2) (2022)
Baoqi Jiang, Yaozong Zhao, Chaoqun Hong, Weipeng Wu, Hongchao Zhang, Shuai Guo, Ruifeng Li, Hai-Hao Tang
Transmission optimisation technology based on edge-network. Int. J. Web Sci. 3 (3) (2022)
Hongchao Zhang, Zhouchi Li, Andrew Clark
Safe Control for Nonlinear Systems under Faults and Attacks via Control Barrier Functions. CoRR (2022)
Tiancong Zhang, Tanshuai Hou, Shaowei Weng, Fumin Zou, Hongchao Zhang, Chin-Chen Chang
Adaptive Reversible Data Hiding With Contrast Enhancement Based on Multi-Histogram Modification. IEEE Trans. Circuits Syst. Video Technol. 32 (8) (2022)
Jingyong Tang, Hongchao Zhang
A Nonmonotone Smoothing Newton Algorithm for Weighted Complementarity Problem. J. Optim. Theory Appl. 189 (3) (2021)
Xiumin Wang, Hongchao Zhang, Jun Li, Xiupin Bao, Kunyu Xie
An Improved Path Splitting Decision-Aided SCL Decoding Algorithm for Polar Codes. IEEE Commun. Lett. 25 (11) (2021)
Luyao Niu, Hongchao Zhang, Andrew Clark
Safety-Critical Control Synthesis for Unknown Sampled-Data Systems via Control Barrier Functions. CoRR (2021)
Jianchao Bai, Deren Han, Hao Sun, Hongchao Zhang
Convergence on a symmetric accelerated stochastic ADMM with larger stepsizes. CoRR (2021)
Fan Jiang, Zhongming Wu, Xingju Cai, Hongchao Zhang
A first-order inexact primal-dual algorithm for a class of convex-concave saddle point problems. Numer. Algorithms 88 (3) (2021)
Susanne C. Brenner, Li-Yeng Sung, Zhiyu Tan, Hongchao Zhang
interior penalty method for the Monge-Ampère equation on convex polygonal domains. Numerische Mathematik 148 (3) (2021)
Hongchao Zhang, Zhouchi Li, Andrew Clark
Model-based Reinforcement Learning with Provable Safety Guarantees via Control Barrier Functions. ICRA (2021)
Luyao Niu, Hongchao Zhang, Andrew Clark
Safety-Critical Control Synthesis for Unknown Sampled-Data Systems via Control Barrier Functions. CDC (2021)
Xiao Wang, Hongchao Zhang
Inexact proximal stochastic second-order methods for nonconvex composite optimization. Optim. Methods Softw. 35 (4) (2020)
Andrew Clark, Zhouchi Li, Hongchao Zhang
Control Barrier Functions for Safe CPS Under Sensor Faults and Attacks. CDC (2020)
Yakui Huang, Yu-Hong Dai, Xinwei Liu, Hongchao Zhang
Gradient methods exploiting spectral properties. Optim. Methods Softw. 35 (4) (2020)
William W. Hager, Hongchao Zhang
Convergence rates for an inexact ADMM applied to separable convex optimization. Comput. Optim. Appl. 77 (3) (2020)
Xiumin Wang, Qiangqiang Ma, Jun Li, Hongchao Zhang, Wenchao Xu
An Improved SC Flip Decoding Algorithm of Polar Codes Based on Genetic Algorithm. IEEE Access 8 (2020)
William W. Hager, Hongchao Zhang
Convergence rates for an inexact ADMM applied to separable convex optimization. CoRR (2020)
Saeed Ghadimi, Guanghui Lan, Hongchao Zhang
Generalized Uniformly Optimal Methods for Nonlinear Programming. J. Sci. Comput. 79 (3) (2019)
Shitong Peng, Tao Li, Jiali Zhao, Yanchun Guo, Shengping Lv, George Z. Tan, Hongchao Zhang
Petri net-based scheduling strategy and energy modeling for the cylinder block remanufacturing under uncertainty. Robotics Comput. Integr. Manuf. 58 (2019)
William W. Hager, Hongchao Zhang
Inexact alternating direction methods of multipliers for separable convex optimization. Comput. Optim. Appl. 73 (1) (2019)
Jianchao Bai, Jicheng Li, Fengmin Xu, Hongchao Zhang
Generalized symmetric ADMM for separable convex optimization. Comput. Optim. Appl. 70 (1) (2018)
Jianchao Bai, Hongchao Zhang, Jicheng Li
A parameterized proximal point algorithm for separable convex optimization. Optim. Lett. 12 (7) (2018)
Shujie Liu, Yawei Hu, Chao Li, Huitian Lu, Hongchao Zhang
Machinery condition prediction based on wavelet and support vector machine. J. Intell. Manuf. 28 (4) (2017)
Xiao Wang, Shuxiong Wang, Hongchao Zhang
Inexact proximal stochastic gradient method for convex composite optimization. Comput. Optim. Appl. 68 (3) (2017)
Rongqing Xu, Di Wang, Hongchao Zhang, Na Xie, Shan Lu, Ke Qu
Simultaneous Detection of Static and Dynamic Signals by a Flexible Sensor Based on 3D Graphene. Sensors 17 (5) (2017)
Hongchao Zhang, Shiguang Liu
Efficient Decolorization via Perceptual Group Difference Enhancement. ICIG (2) (2017)
Yifan Wang, Shujie Liu, Chi Liu, Hongchao Zhang
Reliability assessment of centrifugal compressor impeller based on the Monte Carlo method. Int. J. Manuf. Res. 12 (2) (2017)
Saeed Ghadimi, Guanghui Lan, Hongchao Zhang
Mini-batch stochastic approximation methods for nonconvex stochastic composite optimization. Math. Program. 155 (1-2) (2016)
Shujie Liu, Yawei Hu, Chi Liu, Hongchao Zhang
Real-time Reliability Self-assessment in Milling Tools Operation. Qual. Reliab. Eng. Int. 32 (7) (2016)
William W. Hager, Hongchao Zhang
Projection onto a Polyhedron that Exploits Sparsity. SIAM J. Optim. 26 (3) (2016)
William W. Hager, Maryam Yashtini, Hongchao Zhang
An O(1/k) Convergence Rate for the Variable Stepsize Bregman Operator Splitting Algorithm. SIAM J. Numer. Anal. 54 (3) (2016)
Xiao Wang, Hongchao Zhang
An augmented Lagrangian affine scaling method for nonlinear programming. Optim. Methods Softw. 30 (5) (2015)
Yingzhong Zhang, Xiaofang Luo, Yong Zhao, Hongchao Zhang
An ontology-based knowledge framework for engineering material selection. Adv. Eng. Informatics 29 (4) (2015)
William W. Hager, Hongchao Zhang
An affine scaling method for optimization problems with polyhedral constraints. Comput. Optim. Appl. 59 (1-2) (2014)
Roberta De Asmundis, Daniela di Serafino, William W. Hager, Gerardo Toraldo, Hongchao Zhang
An efficient gradient method using the Yuan steplength. Comput. Optim. Appl. 59 (3) (2014)
Hongchao Zhang
A nonmonotone approximate sequence algorithm for unconstrained nonlinear optimization. Comput. Optim. Appl. 57 (1) (2014)
Yunmei Chen, William W. Hager, Maryam Yashtini, Xiaojing Ye, Hongchao Zhang
Bregman operator splitting with variable stepsize for total variation image reconstruction. Comput. Optim. Appl. 54 (2) (2013)
William W. Hager, Hongchao Zhang
The Limited Memory Conjugate Gradient Method. SIAM J. Optim. 23 (4) (2013)
Shenghua Wan, Tengfei Ye, Maoqing Li, Hongchao Zhang, Xin Li
An efficient spherical mapping algorithm and its application on spherical harmonics. Sci. China Inf. Sci. 56 (9) (2013)
Susanne C. Brenner, Li-Yeng Sung, Hongchao Zhang, Yi Zhang
A Morley finite element method for the displacement obstacle problem of clamped Kirchhoff plates. J. Comput. Appl. Math. 254 (2013)
William W. Hager, Dzung T. Phan, Hongchao Zhang
An exact algorithm for graph partitioning. Math. Program. 137 (1-2) (2013)
Zaiwen Wen, Andre Milzarek, Michael Ulbrich, Hongchao Zhang
Adaptive Regularized Self-Consistent Field Iteration with Exact Hessian for Electronic Structure Calculation. SIAM J. Sci. Comput. 35 (3) (2013)
Shenghua Wan, Tengfei Ye, Maoqing Li, Hongchao Zhang, Xin Li
Efficient Spherical Parametrization Using Progressive Optimization. CVM (2012)
Hongchao Zhang, Andrew R. Conn
On the local convergence of a derivative-free algorithm for least-squares minimization. Comput. Optim. Appl. 51 (2) (2012)
Zaiwen Wen, Wotao Yin, Hongchao Zhang, Donald Goldfarb
minimization. Optim. Methods Softw. 27 (6) (2012)
Susanne C. Brenner, Li-Yeng Sung, Hongchao Zhang, Yi Zhang
Interior Penalty Method for the Displacement Obstacle Problem of Clamped Kirchhoff Plates. SIAM J. Numer. Anal. 50 (6) (2012)
Deren Han, Hongchao Zhang, Gang Qian, Lingling Xu
An improved two-step method for solving generalized Nash equilibrium problems. Eur. J. Oper. Res. 216 (3) (2012)
William W. Hager, Dzung T. Phan, Hongchao Zhang
Gradient-Based Methods for Sparse Recovery. SIAM J. Imaging Sci. 4 (1) (2011)
Shenghua Wan, Zhao Yin, Kang Zhang, Hongchao Zhang, Xin Li
A topology-preserving optimization algorithm for polycube mapping. Comput. Graph. 35 (3) (2011)
María D. González-Lima, William W. Hager, Hongchao Zhang
An Affine-Scaling Interior-Point Method for Continuous Knapsack Constraints with Application to Support Vector Machines. SIAM J. Optim. 21 (1) (2011)
Hongchao Zhang, Andrew R. Conn, Katya Scheinberg
A Derivative-Free Algorithm for Least-Squares Minimization. SIAM J. Optim. 20 (6) (2010)
William W. Hager, Bernard A. Mair, Hongchao Zhang
An affine-scaling interior-point CBB method for box-constrained optimization. Math. Program. 119 (1) (2009)
William W. Hager, Dzung T. Phan, Hongchao Zhang
An exact algorithm for graph partitioning CoRR (2009)
Hongchao Zhang, Jian Lu, Xiaowu Ni
2D Reconstruction of Laser Plasma Electron Density with FFT Method. CSSE (2) (2008)
William W. Hager, Hongchao Zhang
Self-adaptive inexact proximal point methods. Comput. Optim. Appl. 39 (2) (2008)
William W. Hager, Hongchao Zhang
Asymptotic Convergence Analysis of a New Class of Proximal Point Methods. SIAM J. Control. Optim. 46 (5) (2007)
Keivan Kianmehr, Hongchao Zhang, Konstantin Nikolov, Tansel Özyer, Reda Alhajj
Utilising Neural Network and Support Vector Machine for gene Expression Classification. J. Inf. Knowl. Manag. 6 (4) (2007)
William W. Hager, Hongchao Zhang
Algorithm 851: CG_DESCENT, a conjugate gradient method with guaranteed descent. ACM Trans. Math. Softw. 32 (1) (2006)
William W. Hager, Hongchao Zhang
A New Active Set Algorithm for Box Constrained Optimization. SIAM J. Optim. 17 (2) (2006)
William W. Hager, Hongchao Zhang
Recent Advances in Bound Constrained Optimization. System Modelling and Optimization (2005)
William W. Hager, Hongchao Zhang
A New Conjugate Gradient Method with Guaranteed Descent and an Efficient Line Search. SIAM J. Optim. 16 (1) (2005)
Keivan Kianmehr, Hongchao Zhang, Konstantin Nikolov, Tansel Özyer, Reda Alhajj
Combining Neural Network and Support Vector Machine into Integrated Approach for Biodata Mining. ICEIS (2) (2005)
Hongchao Zhang, William W. Hager
A Nonmonotone Line Search Technique and Its Application to Unconstrained Optimization. SIAM J. Optim. 14 (4) (2004)
Yu-Hong Dai, Hongchao Zhang
Adaptive Two-Point Stepsize Gradient Algorithm. Numer. Algorithms 27 (4) (2001)