Pengjie Liu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 24

Top Topics

Conjugate Gradient

Constrained Optimization

Semantic Relatedness

Top Venues

J. Comput. Appl. Math.

J. Appl. Math. Comput.

Publications

Pengjie Liu, Hu Shao, Zihang Yuan, Jianhao Zhou
A family of inertial-based derivative-free projection methods with a correction step for constrained nonlinear equations and their applications. Numer. Linear Algebra Appl. 31 (2) (2024)
Liang Zheng, Pengjie Liu
Robust nonlinear decision mapping approach for online bus speed control under uncertainty. Comput. Aided Civ. Infrastructure Eng. 39 (2) (2024)
Pengjie Liu, Zhenghao Liu, Xiaoyuan Yi, Liner Yang, Shuo Wang, Yu Gu, Ge Yu, Xing Xie, Shuang-hua Yang
LegalDuet: Learning Effective Representations for Legal Judgment Prediction through a Dual-View Legal Clue Reasoning. CoRR (2024)
Haiyan Zheng, Jiayi Li, Pengjie Liu, Xianglin Rong
An inertial Fletcher-Reeves-type conjugate gradient projection-based method and its spectral extension for constrained nonlinear equations. J. Appl. Math. Comput. 70 (3) (2024)
Xiaoyu Wu, Hu Shao, Pengjie Liu, Yan Zhang, Yue Zhuo
An efficient conjugate gradient-based algorithm for unconstrained optimization and its projection extension to large-scale constrained nonlinear equations with applications in signal recovery and image denoising problems. J. Comput. Appl. Math. 422 (2023)
Pengyu Zeng, Guoliang Hu, Xiaofeng Zhou, Shuai Li, Pengjie Liu
Seformer: a long sequence time-series forecasting model based on binary position encoding and information transfer regularization. Appl. Intell. 53 (12) (2023)
Pengjie Liu, Xiaoyu Wu, Hu Shao, Yan Zhang, Shuhan Cao
Three adaptive hybrid derivative-free projection methods for constrained monotone nonlinear equations and their applications. Numer. Linear Algebra Appl. 30 (2) (2023)
Pengjie Liu, Hu Shao, Zihang Yuan, Xiaoyu Wu, Tianlei Zheng
A family of three-term conjugate gradient projection methods with a restart procedure and their relaxed-inertial extensions for the constrained nonlinear pseudo-monotone equations with applications. Numer. Algorithms 94 (3) (2023)
Xiaoyu Wu, Hu Shao, Pengjie Liu, Yue Zhuo
An Inertial Spectral CG Projection Method Based on the Memoryless BFGS Update. J. Optim. Theory Appl. 198 (3) (2023)
Xiaoquan Wang, Hu Shao, Pengjie Liu, Ting Wu
An inertial proximal partially symmetric ADMM-based algorithm for linearly constrained multi-block nonconvex optimization problems with applications. J. Comput. Appl. Math. 420 (2023)
Jinbao Jian, Guodong Ma, Pengjie Liu, Jiawei Xu
Convergence analysis of an improved Bregman-type Peaceman-Rachford splitting algorithm for nonconvex nonseparable linearly constrained optimization problems. J. Comput. Appl. Math. 426 (2023)
Yi Lei, Hu Shao, Ting Wu, Pengjie Liu
An accelerating algorithm for maximum shortest path interdiction problem by upgrading edges on trees under unit Hamming distance. Optim. Lett. 17 (2) (2023)
Pengjie Liu, Fucheng Pan, Xiaofeng Zhou, Shuai Li, Pengyu Zeng, Shurui Liu, Liang Jin
Dsa-PAML: a parallel automated machine learning system via dual-stacked autoencoder. Neural Comput. Appl. 34 (15) (2022)
Jinbao Jian, Wenrui Chen, Xianzhen Jiang, Pengjie Liu
A three-term conjugate gradient method with accelerated subspace quadratic optimization. J. Appl. Math. Comput. 68 (4) (2022)
Pengyu Zeng, Guoliang Hu, Xiaofeng Zhou, Shuai Li, Pengjie Liu, Shurui Liu
Muformer: A long sequence time-series forecasting model based on modified multi-head attention. Knowl. Based Syst. 254 (2022)
Pengjie Liu, Fucheng Pan, Xiaofeng Zhou, Shuai Li, Liang Jin
CF-DAML: Distributed automated machine learning based on collaborative filtering. Appl. Intell. 52 (15) (2022)
Jinbao Jian, Pengjie Liu, Xianzhen Jiang, Chen Zhang
Two classes of spectral conjugate gradient methods for unconstrained optimizations. J. Appl. Math. Comput. 68 (6) (2022)
Heng Yang, Pengjie Liu, Shiyuan Li, Hongyu Liu, Haofeng Wang
A real-time framework for dangerous behavior detection based on deep learning. RICAI (2022)
Conghao Li, Haofeng Wang, Pengjie Liu
Single object tracking based on OSTrack and NAS head. RICAI (2022)
Jinbao Jian, Pengjie Liu, Jianghua Yin, Chen Zhang, Miantao Chao
A QCQP-based splitting SQP algorithm for two-block nonconvex constrained optimization problems with application. J. Comput. Appl. Math. 390 (2021)
Xianzhen Jiang, Jinbao Jian, Dan Song, Pengjie Liu
An improved Polak-Ribière-Polyak conjugate gradient method with an efficient restart direction. Comput. Appl. Math. 40 (5) (2021)
Weiwei Sun, Liang Shen, Hu Shao, Pengjie Liu
Dynamic location models of mobile sensors for travel time estimation on a freeway. Int. J. Appl. Math. Comput. Sci. 31 (2) (2021)
Pengjie Liu, Jinbao Jian, Xianzhen Jiang
A New Conjugate Gradient Projection Method for Convex Constrained Nonlinear Equations. Complex. 2020 (2020)
Dexin Zhao, Liangliang Qin, Pengjie Liu, Zhen Ma, Yukun Li
Computing Terms Semantic Relatedness by Knowledge in Wikipedia. IEEE WISA (2015)
Dexin Zhao, Pengjie Liu, Liangliang Qin, Yukun Li
A Novel Terms Semantic Query Model Based on Wikipedia. IEEE WISA (2014)