Lingzhong Meng

According to our database, Lingzhong Meng authored at least 36 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

AJF-ABL: A Python package for software defect prediction based on AST joint features and the Attention-Bi-LSTM.

Zhen Li, Wentao Zhu, Lingzhong Meng, Weilin Sun, Guangzhou Yang

SoftwareX, 2026

QLGAN: a quantum-lineage graph attention network for temporal knowledge graph entity alignment.

Jia Li, Yuxi Ma, Lingzhong Meng

J. King Saud Univ. Comput. Inf. Sci., 2026

MACO: Multi-agent collaborative optimization for unit test case generation.

Tao Xie, Xiguang Zhang, Zhili Zhang, Yunzhi Xue, Lingzhong Meng, Yukuan Yang

Inf. Softw. Technol., 2026

2025

AuthSim: Toward Authentic and Effective Safety-Critical Scenario Generation for Autonomous Driving Tests.

Yukuan Yang, Xucheng Lu, Zhili Zhang, Zepeng Wu, Guoqi Li, Lingzhong Meng, Zhiming Ding, Yunzhi Xue

IEEE Trans. Intell. Transp. Syst., October, 2025

Predicting hemodynamic parameters based on arterial blood pressure waveform using self-supervised learning and fine-tuning.

Ke Liao, Armagan Elibol, Ziyan Gao, Lingzhong Meng, Nak Young Chong

Appl. Intell., April, 2025

AuthSim: Towards Authentic and Effective Safety-critical Scenario Generation for Autonomous Driving Tests.

Yukuan Yang, Xucheng Lu, Zhili Zhang, Zepeng Wu, Guoqi Li, Lingzhong Meng, Yunzhi Xue

CoRR, February, 2025

Contextual Augmentation via Retrieval for Multi-Granularity Relation Extraction in LLMs.

Danjie Han, Lingzhong Meng, Xun Li, Jia Li, Cunhan Guo, Yanghao Zhou, Changsen Yuan, Yuxi Ma

Symmetry, 2025

Personalized and real time hemodynamic management in critical care using Dynamic Cohort Ensemble Learning (DynaCEL).

Lingzhong Meng, Jiangqiong Li, Xiang Liu, Yanhua Sun, Zuotian Li, Jinjin Cai, Ameya D. Parab, George Lu, Aishwarya Budhkar, Saravanan Kanakasabai, David C. Adams, Ziyue Liu, Xuhong Zhang, Jing Su

npj Digit. Medicine, 2025

Enhanced Object Detection Algorithms in Complex Environments via Improved CycleGAN Data Augmentation and AS-YOLO Framework.

Zhen Li, Yuxuan Wang, Lingzhong Meng, Wenjuan Chu, Guang Yang

J. Imaging, 2025

Research on Warship System Resilience Based on Intelligent Recovery with Improved Ant Colony Optimization.

Zhen Li, Luhong Wang, Lingzhong Meng, Guang Yang

Algorithms, 2025

JANUS-CARLA: An Emergency-Oriented Driving Assistance Framework with Fast Hazard Detection and Response Powered by Multimodal Large Language Models.

Yukuan Yang, Lina Lai, Zhili Zhang, Yunzhi Xue, Lingzhong Meng

Proceedings of the 25th International Conference on Software Quality, 2025

Survey on Physics-Informed Neural Networks for Vehicle Dynamics Modeling in Autonomous Driving.

Shitong Liang, Zhan Shi, He Chen, Hongpin Ren, Lingzhong Meng

Proceedings of the 25th International Conference on Software Quality, 2025

TB-DML4HS: A Task-Based Modeling and Causal Effect Estimation Method Using DML for Heterogeneous UAV Swarm.

Jiabao Wang, Guang Yang, Lingzhong Meng, Youdi Gong, Yuxi Ma

Proceedings of the Knowledge Science, Engineering and Management, 2025

SOTM: A Simulation-Oriented Trustworthiness Measurement Method for Intelligent Unmanned System.

Mengcen Jiang, Youdi Gong, Guang Yang, Lingzhong Meng, Yuxi Ma

Proceedings of the 2025 11th International Symposium on System Security, 2025

Security Threats in the Inference Phase of Large Language Models.

Baolin Yan, Xiaotian Ai, Yuxi Ma, Lingzhong Meng, Guang Yang

Proceedings of the 12th International Conference on Dependable Systems and Their Applications, 2025

Hybrid-Driving: An Autonomous Driving Decision Framework Integrating Large Language Models, Knowledge Graphs and Driving Rules.

Jiabao Wang, Zepeng Wu, Qian Dong, Lingzhong Meng, Yunzhi Xue, Yukuan Yang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

A Testing and Evaluation Framework for the Quality of DNN Models.

Guang Yang, Zhiwen Li, Pengqi Wang, Yuan Shi, Lingzhong Meng

Proceedings of the 2024 10th International Symposium on System Security, 2024

Research on Reliability Metrics for Deep Learning Visual Algorithms.

Yuanxin Li, Guang Yang, Pengqi Wang, Zhili Zhang, Lingzhong Meng

Proceedings of the 2024 10th International Symposium on System Security, 2024

A Survey of Comprehensive Evaluation Methods.

Wentao Zhao, Guang Yang, Mengcen Jiang, Lingzhong Meng, Mengmeng Wang

Proceedings of the 11th International Conference on Dependable Systems and Their Applications, 2024

Deep Learning Model Risk Identification and Control Technology.

Haoran Zhang, Guang Yang, Hongyun Yu, Lingzhong Meng, Baolin Yan

Proceedings of the 11th International Conference on Dependable Systems and Their Applications, 2024

A Formal Approach and Testing Process for Failure Modes in Intelligent Algorithms.

Nishan Xie, Hongping Ren, Rui Li, Qian Dong, Lingzhong Meng

Proceedings of the 33rd IEEE Asian Test Symposium, 2024

2023

A survey on dataset quality in machine learning.

Youdi Gong, Guangzhen Liu, Yunzhi Xue, Rui Li, Lingzhong Meng

Inf. Softw. Technol., 2023

VPIA-FMEA: A Method for Visual Perception Intelligent Algorithm FMEA.

Nishan Xie, Rui Li, Yuxi Ma, Qian Dong, Lingzhong Meng

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

FCA: A Causal Inference Based Method for Analyzing the Failure Causes of Object Detection Algorithms.

Yuanxin Liu, Rui Li, Yuxi Ma, Yunzhi Xue, Lingzhong Meng

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

2022

Does Deep Learning REALLY Outperform Non-deep Machine Learning for Clinical Prediction on Physiological Time Series?

Ke Liao, Wei Wang, Armagan Elibol, Lingzhong Meng, Xu Zhao, Nak Young Chong

CoRR, 2022

A UAV Cooperative Formation Capability Evaluation Method.

PengQi Wang, Yuan Shi, Lingzhong Meng, Shuting Kang, Yunzhi Xue, Liangliang Yu

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

Autonomous Evaluation of Unmanned Vehicles: A Survey.

Rui Li, Feifan Dai, Lingzhong Meng, Qian Dong

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

2021

Survey on Autonomous Vehicle Simulation Platforms.

Guang Yang, Yunzhi Xue, Lingzhong Meng, PengQi Wang, Yuan Shi, Qinghong Yang, Qian Dong

Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021

A Survey on Autonomous Driving Datasets.

Weiyu Liu, Qian Dong, PengQi Wang, Guang Yang, Lingzhong Meng, You Song, Yuan Shi, Yunzhi Xue

Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021

Quality Evaluation of Image Dataset based on Label File.

Youdi Gong, Yunzhi Xue, Qian Dong, Guang Yang, PengQi Wang, Yuan Shi, Lingzhong Meng

Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021

2020

Automatic bounding-box-labeling method of occluded objects in virtual image data.

Xinyue Wang, Lingzhong Meng, Yunzhi Xue

Proceedings of the ICMIP 2020: 5th International Conference on Multimedia and Image Processing, 2020

Task-driven Image Preprocessing Algorithm Evaluation Strategy.

PengQi Wang, Lin Geng, DongBo Zhao, Shuting Kang, Qian Dong, Guang Yang, Yuan Shi, Lingzhong Meng, Yunzhi Xue

Proceedings of the 7th International Conference on Dependable Systems and Their Applications, 2020

A rapid test method for autonomous ability of unmanned control strategy in dangerous situations.

Lingzhong Meng, Yang Bao, Shuting Kang, DongBo Zhao, Guang Yang, Yuan Shi, PengQi Wang, Qian Dong, Yunzhi Xue

Proceedings of the 7th International Conference on Dependable Systems and Their Applications, 2020

A Coverage-Based Effective Data Augmentation Framework.

Shuting Kang, Tong Wang, PengQi Wang, Feng Wang, Qian Dong, Guang Yang, Lingzhong Meng, Yunzhi Xue

Proceedings of the 7th International Conference on Dependable Systems and Their Applications, 2020

2016

Motor System Interactions in the Beta Band Decrease during Loss of Consciousness.

Nicole C. Swann, Coralie de Hemptinne, Ryan B. Maher, Catherine A. Stapleton, Lingzhong Meng, Adrian W. Gelb, Philip A. Starr

J. Cogn. Neurosci., 2016

2012

Study on the Availability Prediction of the Reconfigurable Networked Software System

Lingzhong Meng

CoRR, 2012