A Novel Terms Semantic Query Model Based on Wikipedia. - Dexin Zhao; Pengjie Liu; Liangliang Qin; Yukun Li (IEEE WISA, 2014)

Computing Terms Semantic Relatedness by Knowledge in Wikipedia. - Dexin Zhao; Liangliang Qin; Pengjie Liu; Zhen Ma; Yukun Li (IEEE WISA, 2015)

A New Conjugate Gradient Projection Method for Convex Constrained Nonlinear Equations. - Pengjie Liu; Jinbao Jian; Xianzhen Jiang (Complex., 2020)

Dynamic location models of mobile sensors for travel time estimation on a freeway. - Weiwei Sun 003; Liang Shen 005; Hu Shao; Pengjie Liu (Int. J. Appl. Math. Comput. Sci., 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)

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)

Single object tracking based on OSTrack and NAS head. - Conghao Li; Haofeng Wang; Pengjie Liu (RICAI, 2022)

A real-time framework for dangerous behavior detection based on deep learning. - Heng Yang; Pengjie Liu; Shiyuan Li; Hongyu Liu 008; Haofeng Wang (RICAI, 2022)

CF-DAML: Distributed automated machine learning based on collaborative filtering. - Pengjie Liu; Fucheng Pan; Xiaofeng Zhou 001; Shuai Li 003; Liang Jin (Appl. Intell., 2022)

Muformer: A long sequence time-series forecasting model based on modified multi-head attention. - Pengyu Zeng; Guoliang Hu; Xiaofeng Zhou 001; Shuai Li 003; Pengjie Liu; Shurui Liu (Knowl. Based Syst., 2022)

Dsa-PAML: a parallel automated machine learning system via dual-stacked autoencoder. - Pengjie Liu; Fucheng Pan; Xiaofeng Zhou 001; Shuai Li 003; Pengyu Zeng; Shurui Liu; Liang Jin (Neural Comput. Appl., 2022)

A three-term conjugate gradient method with accelerated subspace quadratic optimization. - Jinbao Jian; Wenrui Chen; Xianzhen Jiang; Pengjie Liu (J. Appl. Math. Comput., 2022)

Two classes of spectral conjugate gradient methods for unconstrained optimizations. - Jinbao Jian; Pengjie Liu; Xianzhen Jiang; Chen Zhang (J. Appl. Math. Comput., 2022)

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 009 (J. Comput. Appl. Math., 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)

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., 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 009; Pengjie Liu (Optim. Lett., 2023)

Seformer: a long sequence time-series forecasting model based on binary position encoding and information transfer regularization. - Pengyu Zeng; Guoliang Hu; Xiaofeng Zhou 001; Shuai Li 003; Pengjie Liu (Appl. Intell., 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., 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., 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, 2023)

MUSE: Integrating Multi-Knowledge for Knowledge Graph Completion. - Pengjie Liu (ADMA (2), 2024)

MUSE: Multi-Knowledge Passing on the Edges, Boosting Knowledge Graph Completion. - Pengjie Liu (ICMLC, 2024)

Towards End-to-End Unified Recognition for Mandarin and Cantonese. - Meiling Chen; Pengjie Liu; Heng Yang; Haofeng Wang (INTERSPEECH, 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 (SMC, 2024)

Robust nonlinear decision mapping approach for online bus speed control under uncertainty. - Liang Zheng; Pengjie Liu (Comput. Aided Civ. Infrastructure Eng., 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., 2024)

An inertial Fletcher-Reeves-type conjugate gradient projection-based method and its spectral extension for constrained nonlinear equations. - Haiyan Zheng; Jiayi Li 004; Pengjie Liu; Xianglin Rong (J. Appl. Math. Comput., 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., 2024)

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 (ICIC (8), 2025)

SEMKR: Joint learning of semantic and topological representations for Knowledge Graph Completion. - Pengjie Liu; Wang Zhang; Yulong Ding; Jie Jiang 011; Shuang-Hua Yang (Neurocomputing, 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)

A three-term cg projected-based method with control factor and its inertial version for constrained nonlinear equations. - Jiayi Li 004; Hu Shao; Shengbei Xu; Pengjie Liu; Guoxin Li (RAIRO Oper. Res., 2025)

Mastering adverse weather: a two-stage approach for robust semantic segmentation in autonomous driving. - Pengjie Liu; Yanzhan Chen; Fan Yu 001; Qian Zhang 013 (Vis. Comput., 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., 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., 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., 2025)