Hongming Xu

According to our database, Hongming Xu authored at least 51 papers between 2014 and 2024.

Collaborative distances:

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

2024

Driver-Centric Data-Driven Model Predictive Vehicular Platoon With Longitudinal-Lateral Dynamics.

Yanhong Wu, Zhiqiang Zuo, Yijing Wang, Qiaoni Han, Ji Li, Hongming Xu

IEEE Trans. Intell. Transp. Syst., October, 2024

Simultaneous Estimation and Receding Horizon Sliding Control of Dog Clutch Coupling With Backlash for Rear Electrical Drivelines.

Jianbo Wang, Changqing Du, Hongming Xu, Xianjun Hou, Quan Zhou

IEEE Trans. Veh. Technol., March, 2024

Interpretable Sleep Stage Classification Based on Layer-Wise Relevance Propagation.

Dongdong Zhou, Qi Xu, Jiacheng Zhang, Lei Wu, Hongming Xu, Lauri Kettunen, Zheng Chang, Qiang Zhang, Fengyu Cong

IEEE Trans. Instrum. Meas., 2024

SYNERGAI: Perception Alignment for Human-Robot Collaboration.

Yixin Chen, Guoxi Zhang, Yaowei Zhang, Hongming Xu, Peiyuan Zhi, Qing Li, Siyuan Huang

CoRR, 2024

Communication-Efficient MARL for Platoon Stability and Energy-efficiency Co-optimization in Cooperative Adaptive Cruise Control of CAVs.

Min Hua, Dong Chen, Kun Jiang, Fanggang Zhang, Jinhai Wang, Bo Wang, Quan Zhou, Hongming Xu

CoRR, 2024

INSIGHT: End-to-End Neuro-Symbolic Visual Reinforcement Learning with Language Explanations.

Lirui Luo, Guoxi Zhang, Hongming Xu, Yaodong Yang, Cong Fang, Qing Li

CoRR, 2024

Simultaneously segmenting and classifying cell nuclei by using multi-task learning in multiplex immunohistochemical tissue microarray sections.

Ranran Wang, Yusong Qiu, Xinyu Hao, Shan Jin, Junxiu Gao, Heng Qi, Qi Xu, Yong Zhang, Hongming Xu

Biomed. Signal Process. Control., 2024

Predicting pathological complete response based on weakly and semi-supervised joint learning in breast cancer multi-parametric MRI.

Xinyu Hao, Hongming Xu, Nannan Zhao, Tao Yu, Timo Hämäläinen, Fengyu Cong

Biomed. Signal Process. Control., 2024

Double-Tier Attention Based Multi-label Learning Network for Predicting Biomarkers from Whole Slide Images of Breast Cancer.

Mingkang Wang, Tong Wang, Fengyu Cong, Cheng Lu, Hongming Xu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations.

Lirui Luo, Guoxi Zhang, Hongming Xu, Yaodong Yang, Cong Fang, Qing Li

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Towards efficient deep spiking neural networks construction with spiking activity based pruning.

Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Robust key parameter identification of dedicated hybrid engine performance indicators via K-fold filter collaborated feature selection.

Xu He, Ji Li, Quan Zhou, Guoxiang Lu, Hongming Xu

Eng. Appl. Artif. Intell., November, 2023

Invasion depth estimation of carcinoma cells using adaptive stain normalization to improve epidermis segmentation accuracy.

Md. Ziaul Hoque, Anja Keskinarkaus, Pia Nyberg, Hongming Xu, Tapio Seppänen

Comput. Medical Imaging Graph., September, 2023

Statistics-Guided Accelerated Swarm Feature Selection in Data-Driven Soft Sensors for Hybrid Engine Performance Prediction.

Ji Li, Quan Zhou, Huw Williams, Guoxiang Lu, Hongming Xu

IEEE Trans. Ind. Informatics, April, 2023

Automatic cervical cancer segmentation in multimodal magnetic resonance imaging using an EfficientNet encoder in UNet++ architecture.

Shan Jin, Hongming Xu, Yue Dong, Xinyu Hao, Fengying Qin, Qi Xu, Yong Zhu, Fengyu Cong

Int. J. Imaging Syst. Technol., January, 2023

Driver-Centric Velocity Prediction With Multidimensional Fuzzy Granulation.

Ji Li, Quan Zhou, Xu He, Hongming Xu

IEEE CAA J. Autom. Sinica, 2023

Multi-Agent Reinforcement Learning for Connected and Automated Vehicles Control: Recent Advancements and Future Prospects.

Min Hua, Dong Chen, Xinda Qi, Kun Jiang, Zemin Eitan Liu, Quan Zhou, Hongming Xu

CoRR, 2023

Recent Progress in Energy Management of Connected Hybrid Electric Vehicles Using Reinforcement Learning.

Min Hua, Bin Shuai, Quan Zhou, Jinhai Wang, Yinglong He, Hongming Xu

CoRR, 2023

Study on the Impacts of Hazardous Behaviors on Autonomous Vehicle Collision Rates Based on Humanoid Scenario Generation in CARLA.

Longfei Mo, Min Hua, Hongyu Sun, Hongming Xu, Bin Shuai, Quan Zhou

CoRR, 2023

Energy Management of Multi-mode Plug-in Hybrid Electric Vehicle using Multi-agent Deep Reinforcement Learning.

Min Hua, Cetengfei Zhang, Fanggang Zhang, Zhi Li, Xiaoli Yu, Hongming Xu, Quan Zhou

CoRR, 2023

Optimal Energy Management of Plug-in Hybrid Vehicles Through Exploration-to-Exploitation Ratio Control in Ensemble Reinforcement Learning.

Bin Shuai, Min Hua, Yanfei Li, Shijin Shuai, Hongming Xu, Quan Zhou

CoRR, 2023

Dual-Stream Context-Aware Neural Network for Survival Prediction from Whole Slide Images.

Junxiu Gao, Shan Jin, Ranran Wang, Mingkang Wang, Tong Wang, Hongming Xu

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Multiple Instance Learning for Lymph Node Metastasis Prediction from Cervical Cancer MRI.

Shan Jin, Hongming Xu, Yue Dong, Xinyu Hao, Fengying Qin, Ranran Wang, Fengyu Cong

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Predicting pathological complete response based on weakly and semi-supervised joint learning from breast cancer MRI.

Xinyu Hao, Hongming Xu, Nannan Zhao, Tao Yu, Timo Hämäläinen, Fengyu Cong

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Out-of-Distribution Generalization by Neural-Symbolic Joint Training.

Anji Liu, Hongming Xu, Guy Van den Broeck, Yitao Liang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Alleviating Class Imbalance Problem in Automatic Sleep Stage Classification.

Dongdong Zhou, Qi Xu, Jian Wang, Hongming Xu, Lauri Kettunen, Zheng Chang, Fengyu Cong

IEEE Trans. Instrum. Meas., 2022

Cyber-Physical Data Fusion in Surrogate- Assisted Strength Pareto Evolutionary Algorithm for PHEV Energy Management Optimization.

Ji Li, Quan Zhou, Huw Williams, Hongming Xu, Changqing Du

IEEE Trans. Ind. Informatics, 2022

Multi-agent Deep Reinforcement Learning for Charge-sustaining Control of Multi-mode Hybrid Vehicles.

Min Hua, Quan Zhou, Cetengfei Zhang, Hongming Xu, Wei Liu

CoRR, 2022

2021

Knowledge Implementation and Transfer With an Adaptive Learning Network for Real-Time Power Management of the Plug-in Hybrid Vehicle.

Quan Zhou, Dezong Zhao, Bin Shuai, Yanfei Li, Huw Williams, Hongming Xu

IEEE Trans. Neural Networks Learn. Syst., 2021

An unsupervised method for histological image segmentation based on tissue cluster level graph cut.

Hongming Xu, Lina Liu, Xiujuan Lei, Mrinal Mandal, Cheng Lu

Comput. Medical Imaging Graph., 2021

2020

Back-to-Back Competitive Learning Mechanism for Fuzzy Logic Based Supervisory Control System of Hybrid Electric Vehicles.

Ji Li, Quan Zhou, Huw Williams, Hongming Xu

IEEE Trans. Ind. Electron., 2020

Driver-Identified Supervisory Control System of Hybrid Electric Vehicles Based on Spectrum-Guided Fuzzy Feature Extraction.

Ji Li, Quan Zhou, Yinglong He, Huw Williams, Hongming Xu

IEEE Trans. Fuzzy Syst., 2020

Computerized Classification of Prostate Cancer Gleason Scores from Whole Slide Images.

Hongming Xu, Sunho Park, Tae-Hyun Hwang

IEEE ACM Trans. Comput. Biol. Bioinform., 2020

A Moment-of-Inertia-Driven Engine Start-Up Method Based on Adaptive Model Predictive Control for Hybrid Electric Vehicles With Drivability Optimization.

Jianbo Wang, Xianjun Hou, Changqing Du, Hongming Xu, Quan Zhou

IEEE Access, 2020

2019

Novel lymph node segmentation and proliferation index measurement for skin melanoma biopsy images.

Salah Alheejawi, Hongming Xu, Richard Berendt, Naresh Jha, Mrinal Mandal

Comput. Medical Imaging Graph., 2019

Statistical Local Binary Patterns (SLBP): Application To Prostate Cancer Gleason Score Prediction From whole Slide Pathology Images.

Hongming Xu, Tae-Hyun Hwang

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

Cyber-Physical Energy-Saving Control for Hybrid Aircraft-Towing Tractor Based on Online Swarm Intelligent Programming.

Quan Zhou, Yunfan Zhang, Ziyang Li, Ji Li, Hongming Xu, Oluremi Olatunbosun

IEEE Trans. Ind. Informatics, 2018

Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks.

Hongming Xu, Tae-Hyun Hwang

CoRR, 2018

Automated analysis and classification of melanocytic tumor on skin whole slide images.

Hongming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal

Comput. Medical Imaging Graph., 2018

2017

Automatic Nuclei Detection Based on Generalized Laplacian of Gaussian Filters.

Hongming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal

IEEE J. Biomed. Health Informatics, 2017

Automatic Nuclear Segmentation Using Multiscale Radial Line Scanning With Dynamic Programming.

Hongming Xu, Cheng Lu, Richard Berendt, Naresh Jha, Mrinal Mandal

IEEE Trans. Biomed. Eng., 2017

Automated detection of cavernous malformations in brain MRI images.

Huiquan Wang, S. Nizam Ahmed, Hongming Xu, Mrinal Mandal

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Adaptive engine optimisation using NSGA-II and MODA based on a sub-structured artificial neural network.

Songshan Guo, Mark Dooner, Jihong Wang, Hongming Xu, Guoxiang Lu

Proceedings of the 23rd International Conference on Automation and Computing, 2017

Computerized measurement of melanoma depth of invasion in skin biopsy images.

Hongming Xu, Huiquan Wang, Richard Berendt, Naresh Jha, Mrinal Mandal

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016

Improving the performance of evolutionary engine calibration algorithms with principal component analysis.

Mohammad-H. Tayarani-N., Adam Prügel-Bennett, Hongming Xu, Xin Yao

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Model-Based Multiobjective Evolutionary Algorithm Optimization for HCCI Engines.

He Ma, Hongming Xu, Jihong Wang, Thorsten Schnier, Ben Neaves, Cheng Tan, Zhi Wang

IEEE Trans. Veh. Technol., 2015

Meta-Heuristic Algorithms in Car Engine Design: A Literature Survey.

Mohammad-H. Tayarani-N., Xin Yao, Hongming Xu

IEEE Trans. Evol. Comput., 2015

Epidermis segmentation in skin histopathological images based on thickness measurement and k-means algorithm.

Hongming Xu, Mrinal Mandal

EURASIP J. Image Video Process., 2015

Efficient segmentation of skin epidermis in whole slide histopathological images.

Hongming Xu, Mrinal Mandal

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Automated segmentation of regions of interest in whole slide skin histopathological images.

Hongming Xu, Cheng Lu, Mrinal Mandal

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

An Efficient Technique for Nuclei Segmentation Based on Ellipse Descriptor Analysis and Improved Seed Detection Algorithm.

Hongming Xu, Cheng Lu, Mrinal Mandal

IEEE J. Biomed. Health Informatics, 2014