Pengjie Liu

According to our database, Pengjie Liu authored at least 37 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

An Inertial Three-term Derivative-free Projection Algorithm for Nonlinear Equations without Pseudo-monotonicity.

Xiaoyu Wu, Hu Shao, Pengjie Liu, Feng Shao

J. Optim. Theory Appl., August, 2025

An adaptive restarting RMIL conjugate gradient method and its hybrid version: global convergence and iterative complexity analyses.

Xuejie Ma, Bin Wu, Pengjie Liu, Bo He

J. Appl. Math. Comput., August, 2025

Solving unconstrained optimization using a spectral CG method with restart feature and its application.

Xuejie Ma, Sixing Yang, Pengjie Liu, Liang Shen, Minze Li

J. Appl. Math. Comput., June, 2025

Mastering adverse weather: a two-stage approach for robust semantic segmentation in autonomous driving.

Pengjie Liu, Yanzhan Chen, Fan Yu, Qian Zhang

Vis. Comput., April, 2025

A three-term cg projected-based method with control factor and its inertial version for constrained nonlinear equations.

Jiayi Li, Hu Shao, Shengbei Xu, Pengjie Liu, Guoxin Li

RAIRO Oper. Res., 2025

Two inertial-relaxed hybridized CG projection-based algorithms for solving nonlinear monotone equations applied in image restoration.

Xuejie Ma, Sixing Yang, Pengjie Liu

J. Comput. Appl. Math., 2025

SEMKR: Joint learning of semantic and topological representations for Knowledge Graph Completion.

Pengjie Liu, Wang Zhang, Yulong Ding, Jie Jiang, Shuang-Hua Yang

Neurocomputing, 2025

ECHO: Enhancing Knowledge Graph Completion via Multi-source Knowledge Representation Learning Mechanism with Continual Pre-training.

Pengjie Liu, Wang Zhang, Yulong Ding, Shuang-Hua Yang

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

2024

Two efficient spectral hybrid CG methods based on memoryless BFGS direction and Dai-Liao conjugacy condition.

Pengjie Liu, Zihang Yuan, Yue Zhuo, Hu Shao

Optim. Methods Softw., November, 2024

An inertial Fletcher-Reeves-type conjugate gradient projection-based method and its spectral extension for constrained nonlinear equations.

Haiyan Zheng, Jiayi Li, Pengjie Liu, Xianglin Rong

J. Appl. Math. Comput., June, 2024

A family of inertial-based derivative-free projection methods with a correction step for constrained nonlinear equations and their applications.

Pengjie Liu, Hu Shao, Zihang Yuan, Jianhao Zhou

Numer. Linear Algebra Appl., March, 2024

Robust nonlinear decision mapping approach for online bus speed control under uncertainty.

Liang Zheng, Pengjie Liu

Comput. Aided Civ. Infrastructure Eng., January, 2024

SEMDR: A Semantic-Aware Dual Encoder Model for Legal Judgment Prediction with Legal Clue Tracing.

Pengjie Liu, Wang Zhang, Yulong Ding, Xuefeng Zhang, Shuang-Hua Yang

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Towards End-to-End Unified Recognition for Mandarin and Cantonese.

Meiling Chen, Pengjie Liu, Heng Yang, Haofeng Wang

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

MUSE: Multi-Knowledge Passing on the Edges, Boosting Knowledge Graph Completion.

Pengjie Liu

Proceedings of the International Conference on Machine Learning and Cybernetics, 2024

MUSE: Integrating Multi-Knowledge for Knowledge Graph Completion.

Pengjie Liu

Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

2023

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.

Pengjie Liu, Hu Shao, Zihang Yuan, Xiaoyu Wu, Tianlei Zheng

Numer. Algorithms, November, 2023

An Inertial Spectral CG Projection Method Based on the Memoryless BFGS Update.

Xiaoyu Wu, Hu Shao, Pengjie Liu, Yue Zhuo

J. Optim. Theory Appl., September, 2023

Convergence analysis of an improved Bregman-type Peaceman-Rachford splitting algorithm for nonconvex nonseparable linearly constrained optimization problems.

Jinbao Jian, Guodong Ma, Pengjie Liu, Jiawei Xu

J. Comput. Appl. Math., July, 2023

Seformer: a long sequence time-series forecasting model based on binary position encoding and information transfer regularization.

Pengyu Zeng, Guoliang Hu, Xiaofeng Zhou, Shuai Li, Pengjie Liu

Appl. Intell., June, 2023

An accelerating algorithm for maximum shortest path interdiction problem by upgrading edges on trees under unit Hamming distance.

Yi Lei, Hu Shao, Ting Wu, Pengjie Liu

Optim. Lett., March, 2023

Three adaptive hybrid derivative-free projection methods for constrained monotone nonlinear equations and their applications.

Pengjie Liu, Xiaoyu Wu, Hu Shao, Yan Zhang, Shuhan Cao

Numer. Linear Algebra Appl., March, 2023

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.

Xiaoyu Wu, Hu Shao, Pengjie Liu, Yan Zhang, Yue Zhuo

J. Comput. Appl. Math., 2023

An inertial proximal partially symmetric ADMM-based algorithm for linearly constrained multi-block nonconvex optimization problems with applications.

Xiaoquan Wang, Hu Shao, Pengjie Liu, Ting Wu

J. Comput. Appl. Math., 2023

2022

Two classes of spectral conjugate gradient methods for unconstrained optimizations.

Jinbao Jian, Pengjie Liu, Xianzhen Jiang, Chen Zhang

J. Appl. Math. Comput., December, 2022

A three-term conjugate gradient method with accelerated subspace quadratic optimization.

Jinbao Jian, Wenrui Chen, Xianzhen Jiang, Pengjie Liu

J. Appl. Math. Comput., August, 2022

Dsa-PAML: a parallel automated machine learning system via dual-stacked autoencoder.

Pengjie Liu, Fucheng Pan, Xiaofeng Zhou, Shuai Li, Pengyu Zeng, Shurui Liu, Liang Jin

Neural Comput. Appl., 2022

Muformer: A long sequence time-series forecasting model based on modified multi-head attention.

Pengyu Zeng, Guoliang Hu, Xiaofeng Zhou, Shuai Li, Pengjie Liu, Shurui Liu

Knowl. Based Syst., 2022

CF-DAML: Distributed automated machine learning based on collaborative filtering.

Pengjie Liu, Fucheng Pan, Xiaofeng Zhou, Shuai Li, Liang Jin

Appl. Intell., 2022

A real-time framework for dangerous behavior detection based on deep learning.

Heng Yang, Pengjie Liu, Shiyuan Li, Hongyu Liu, Haofeng Wang

Proceedings of the 4th International Conference on Robotics, 2022

Single object tracking based on OSTrack and NAS head.

Conghao Li, Haofeng Wang, Pengjie Liu

Proceedings of the 4th International Conference on Robotics, 2022

2021

A QCQP-based splitting SQP algorithm for two-block nonconvex constrained optimization problems with application.

Jinbao Jian, Pengjie Liu, Jianghua Yin, Chen Zhang, Miantao Chao

J. Comput. Appl. Math., 2021

An improved Polak-Ribière-Polyak conjugate gradient method with an efficient restart direction.

Xianzhen Jiang, Jinbao Jian, Dan Song, Pengjie Liu

Comput. Appl. Math., 2021

Dynamic location models of mobile sensors for travel time estimation on a freeway.

Weiwei Sun, Liang Shen, Hu Shao, Pengjie Liu

Int. J. Appl. Math. Comput. Sci., 2021

2020

A New Conjugate Gradient Projection Method for Convex Constrained Nonlinear Equations.

Pengjie Liu, Jinbao Jian, Xianzhen Jiang

Complex., 2020

2015

Computing Terms Semantic Relatedness by Knowledge in Wikipedia.

Dexin Zhao, Liangliang Qin, Pengjie Liu, Zhen Ma, Yukun Li

Proceedings of the 12th Web Information System and Application Conference, 2015

2014

A Novel Terms Semantic Query Model Based on Wikipedia.

Dexin Zhao, Pengjie Liu, Liangliang Qin, Yukun Li

Proceedings of the 11th Web Information System and Application Conference, 2014