Heming Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 66

Top Venues

Publications

Kai Chen, Mingyang Dai, Lei Xu, Songjiang Xu, Xin Xie, Xiaoguang Hu, Feng Huang, Heming Zhang
Inverse parameter identifications and forward strip temperature simulations of the continuous annealing line with physics-informed neural network and operation big data. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Wenjia Zhang, Heming Zhang, Wenzheng Liu
An improved time advance method for distributed multi-resolution modelling with interactive deviation characterization. Simul. Model. Pract. Theory 134 (2024)
Iman Firmansyah, Yoshiki Yamaguchi, Tsutomu Maruyama, Yuta Matsuura, Heming Zhang, Shin Kawai, Hajime Nobuhara
FPGA-based stereo matching for crop height measurement using monocular camera. Microprocess. Microsystems 108 (2024)
Peng Peng, Jiaxun Lu, Tingyu Xie, Shuting Tao, Hongwei Wang, Heming Zhang
Open-Set Fault Diagnosis via Supervised Contrastive Learning With Negative Out-of-Distribution Data Augmentation. IEEE Trans. Ind. Informatics 19 (3) (2023)
Gongzhuang Peng, Tie Li, Xiang Zhai, Wenzheng Liu, Heming Zhang
Knowledge-driven material design platform based on the whole-process simulation and modeling. Int. J. Model. Simul. Sci. Comput. 13 (2) (2022)
Peng Peng, Wenjia Zhang, Yi Zhang, Hongwei Wang, Heming Zhang
Non-revisiting genetic cost-sensitive sparse autoencoder for imbalanced fault diagnosis. Appl. Soft Comput. 114 (2022)
Peng Peng, Jiaxun Lu, Shuting Tao, Ke Ma, Yi Zhang, Hongwei Wang, Heming Zhang
Progressively Balanced Supervised Contrastive Representation Learning for Long-Tailed Fault Diagnosis. IEEE Trans. Instrum. Meas. 71 (2022)
Wenzheng Liu, Heming Zhang, Chao Tang, Shuangfei Wu, Hongguang Zhu
Simulation-oriented model reuse in cyber-physical systems: A method based on constrained directed graph. Int. J. Model. Simul. Sci. Comput. 13 (2) (2022)
Yi Zhang, Peng Peng, Chongdang Liu, Yanyan Xu, Heming Zhang
A sequential resampling approach for imbalanced batch process fault detection in semiconductor manufacturing. J. Intell. Manuf. 33 (4) (2022)
Peng Peng, Xinyue Wang, Jiaxun Lu, Qi Li, Shuting Tao, Zixuan Wang, Hongwei Wang, Heming Zhang
Imbalanced Fault Diagnosis by Supervised Contrastive Learning. CSCWD (2022)
Qihao Wan, Heming Zhang
A Novel Fault Identification Method Driven by Knowledge and Data. IEEE Access 10 (2022)
Wenjia Zhang, Haoran Xu, Haoyi Niu, Peng Cheng, Ming Li, Heming Zhang, Guyue Zhou, Xianyuan Zhan
Discriminator-Guided Model-Based Offline Imitation Learning. CoRL (2022)
Wenjia Zhang, Haoran Xu, Haoyi Niu, Peng Cheng, Ming Li, Heming Zhang, Guyue Zhou, Xianyuan Zhan
Discriminator-Guided Model-Based Offline Imitation Learning. CoRR (2022)
Wenzheng Liu, Chun Zhao, Yue Liu, Hongwei Wang, Wei Zhao, Heming Zhang
Sim2real kinematics modeling of industrial robots based on FPGA-acceleration. Robotics Comput. Integr. Manuf. 77 (2022)
Zehao Dong, Heming Zhang, Yixin Chen, Fuhai Li
Interpretable Drug Synergy Prediction with Graph Neural Networks for Human-AI Collaboration in Healthcare. CoRR (2021)
Wenjia Zhang, Peng Peng, Heming Zhang
Using Bidirectional GAN with Improved Training Architecture for Imbalanced Tasks. CSCWD (2021)
Peng Peng, Wenjia Zhang, Yi Zhang, Hongwei Wang, Heming Zhang
Imbalanced Fault Diagnosis Based on Particle Swarm Optimization and Sparse Auto-Encoder. CSCWD (2021)
Qihao Wan, Heming Zhang, Yiran Wang
Tacit Knowledge Representation and Classification Based on Statistical Data for Production Process. CSCWD (2021)
Jiarui Feng, Heming Zhang, Fuhai Li
Investigating the relevance of major signaling pathways in cancer survival using a biologically meaningful deep learning model. BMC Bioinform. 22 (1) (2021)
Heming Zhang, Yixin Chen, Fuhai Li
Predicting Anticancer Drug Response With Deep Learning Constrained by Signaling Pathways. Frontiers Bioinform. 1 (2021)
Lingrong Kong, Heming Zhang, Hajime Nobuhara
Diseased Crop Removal Assistance System Using Augmented Reality and Drones. GCCE (2021)
Jiaxin Zhao, Hongwei Wang, Wenzheng Liu, Heming Zhang
A learning-based multiscale modelling approach to real-time serial manipulator kinematics simulation. Neurocomputing 390 (2020)
Junting Zhang, Jie Zhang, Shalini Ghosh, Dawei Li, Serafettin Tasci, Larry P. Heck, Heming Zhang, C.-C. Jay Kuo
Class-incremental Learning via Deep Model Consolidation. WACV (2020)
Heming Zhang, Shin Kawai, Hajime Nobuhara
Multi-Rotor Attitude Control Using Cascade-LADRC with Reduced Order LESO. SICE (2020)
Heming Zhang, Xuewen Yang, Jianchao Tan, Chi-Hao Wu, Jue Wang, C.-C. Jay Kuo
Learning Color Compatibility in Fashion Outfits. CoRR (2020)
Yuta Matsuura, Heming Zhang, Shin Kawai, Hajime Nobuhara
High-Precision/Throughput Growth Measurement of Crops by Drone with Stereo Matching Based on RTK-GNSS and Single Camera. GCCE (2020)
Shuyi Liu, Heming Zhang, Shin Kawai, Hajime Nobuhara
3D Point Cloud Reconstruction Based on Stereo Camera and RTK-GPS with High Accuracy under Sequential Correction. GCCE (2020)
Xuewen Yang, Heming Zhang, Di Jin, Yingru Liu, Chi-Hao Wu, Jianchao Tan, Dongliang Xie, Jue Wang, Xin Wang
Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards. ECCV (13) (2020)
Xuewen Yang, Heming Zhang, Di Jin, Yingru Liu, Chi-Hao Wu, Jianchao Tan, Dongliang Xie, Jue Wang, Xin Wang
Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards. CoRR (2020)
Peng Peng, Wenjia Zhang, Yi Zhang, Yanyan Xu, Hongwei Wang, Heming Zhang
Cost sensitive active learning using bidirectional gated recurrent neural networks for imbalanced fault diagnosis. Neurocomputing 407 (2020)
Heming Zhang, Jiarui Feng, Amanda Zeng, Philip R. O. Payne, Fuhai Li
Predicting Tumor Cell Response to Synergistic Drug Combinations Using a Novel Simplified Deep Learning Model. AMIA (2020)
Jie Zhang, Junting Zhang, Shalini Ghosh, Dawei Li, Jingwen Zhu, Heming Zhang, Yalin Wang
Regularize, Expand and Compress: NonExpansive Continual Learning. WACV (2020)
Heming Zhang, Xiaolong Wang, C.-C. Jay Kuo
Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach. CoRR (2019)
Peng Peng, Jiaxin Zhao, Yi Zhang, Heming Zhang
Hidden Markov Model Combined with Kernel Principal Component Analysis for Nonlinear Multimode Process Fault Detection. CASE (2019)
Gongzhuang Peng, Hongwei Wang, Heming Zhang, Keke Huang
A hypernetwork-based approach to collaborative retrieval and reasoning of engineering design knowledge. Adv. Eng. Informatics 42 (2019)
Yinan Wu, Gongzhuang Peng, Hongwei Wang, Heming Zhang
A Heuristic Algorithm for Optimal Service Composition in Complex Manufacturing Networks. Complex. 2019 (2019)
Heming Zhang, Xiaolong Wang, Jingwen Zhu, C.-C. Jay Kuo
Accelerating Proposal Generation Network for Fast Face Detection on Mobile Devices. CoRR (2019)
Jiaxin Zhao, Fan Yang, Wenzheng Liu, Feng Liu, Fei Li, Hongwei Wang, Heming Zhang
An Approximation Model Based on Kernel Ridge Regression for Robot Kinematics Simulation. CSCWD (2019)
Jie Zhang, Junting Zhang, Shalini Ghosh, Dawei Li, Jingwen Zhu, Heming Zhang, Yalin Wang
Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML. CoRR (2019)
Peng Peng, Yinan Wu, Yi Zhang, Heming Zhang
A Novel Fault Detection and Diagnosis Method Based on Gaussian-Bernoulli Restricted Boltzmann Machine. SMC (2019)
Qihao Wan, Jiaxin Zhao, Jianru Xue, Chiyuan Zhang, Bin He, Heming Zhang
A Novel Hierarchical Collaborative Method Based on Multi-objective Optimization for Modularization of Product Platform. CSCWD (2019)
Gongzhuang Peng, Hongwei Wang, Heming Zhang
Knowledge-based Intelligent Assembly of Complex Products in a Cloud CPS-based System. CSCWD (2019)
Yinan Wu, Gongzhuang Peng, Hongwei Wang, Heming Zhang
A Two-Stage Fault Tolerance Method for Large-Scale Manufacturing Network. IEEE Access 7 (2019)
Heming Zhang, Xiaolong Wang, C.-C. Jay Kuo
Deep Kinship Verification VIA Appearance-Shape Joint Prediction and Adaptation-Based Approach. ICIP (2019)
Junting Zhang, Jie Zhang, Shalini Ghosh, Dawei Li, Serafettin Tasci, Larry P. Heck, Heming Zhang, C.-C. Jay Kuo
Class-incremental Learning via Deep Model Consolidation. CoRR (2019)
Heming Zhang, Shalini Ghosh, Larry P. Heck, Stephen Walsh, Junting Zhang, Jie Zhang, C.-C. Jay Kuo
Generative Visual Dialogue System via Adaptive Reasoning and Weighted Likelihood Estimation. CoRR (2019)
Jiaxin Zhao, Hongwei Wang, Heming Zhang
A Regression-Based Collaborative Filtering Recommendation Approach to Time-Stepping Multi-Solver Co-Simulation. IEEE Access 7 (2019)
Peng Peng, Yi Zhang, Feng Liu, Hongwei Wang, Heming Zhang
A Robust and Sparse Process Fault Detection Method Based on RSPCA. IEEE Access 7 (2019)
Wenzheng Liu, Jiaxin Zhao, Lipin Shi, Nan Xu, Feng Liu, Fei Li, Heming Zhang
A Mapping Approach of Virtual-Real UR10 Twins Based on Long Short-Term Memory Neural Net. CSCWD (2019)
Heming Zhang, Shalini Ghosh, Larry P. Heck, Stephen Walsh, Junting Zhang, Jie Zhang, C.-C. Jay Kuo
Generative Visual Dialogue System via Weighted Likelihood Estimation. IJCAI (2019)
Yinan Wu, Gongzhuang Peng, Heming Zhang
A heuristic pathfinding algorithm for dynamic fault tolerance in manufacturing networks. CASE (2019)
Heming Zhang, Xiaolong Wang, Jingwen Zhu, C.-C. Jay Kuo
Fast face detection on mobile devices by leveraging global and local facial characteristics. Signal Process. Image Commun. 78 (2019)
Yi Zhang, Peng Peng, Chongdang Liu, Heming Zhang
Anomaly Detection for Industry Product Quality Inspection based on Gaussian Restricted Boltzmann Machine. SMC (2019)
Heming Zhang, Siyang Li, Shanshan Cai, Haoyu Jiang, C.-C. Jay Kuo
Representative Fashion Feature Extraction by Leveraging Weakly Annotated Online Resources. ICIP (2018)
Gongzhuang Peng, Hongwei Wang, Heming Zhang
Collaborative Reasoning of Design Knowledge with a Hypemetwork Model. CSCWD (2018)
Gongzhuang Peng, Hongwei Wang, Jietao Dong, Heming Zhang
Knowledge-Based Resource Allocation for Collaborative Simulation Development in a Multi-Tenant Cloud Computing Environment. IEEE Trans. Serv. Comput. 11 (2) (2018)
Qihao Wan, Gongzhuang Peng, Jiaxin Zhao, Heming Zhang
A Multi-objective Collaborative Optimization Algorithm Based on Cycle Subsystem Model with Features for Product Family Design. SMC (2018)
Heming Zhang, Xiaolong Wang, Jingwen Zhu, C.-C. Jay Kuo
Accelerating Proposal Generation Network for Fast Face Detection on Mobile Devices. ICIP (2018)
Siyang Li, Heming Zhang, Junting Zhang, Yuzhuo Ren, C.-C. Jay Kuo
Box Refinement: Object Proposal Enhancement and Pruning. WACV (2017)
Yman Wu, Heming Zhang
A reliability optimization method for collaborative manufacturing service network based on mining of important nodes. CSCWD (2017)
Hao Kang, Jing Yang, Jiming Zhong, Heming Zhang, Honglong Chang
A mode-localized accelerometer based on three degree-of-freedom weakly coupled resonator. IEEE SENSORS (2017)
Gongzhuang Peng, Hongwei Wang, Heming Zhang, Yanwei Zhao, Aylmer L. Johnson
A collaborative system for capturing and reusing in-context design knowledge with an integrated representation model. Adv. Eng. Informatics 33 (2017)
Hongwei Wang, Oluwakemi Olayinka, Heming Zhang, Qian Shi
Integrating the codification and personalisation views of knowledge for collaborative design. CSCWD (2016)
Yinan Wu, Gongzhuang Peng, Lu Chen, Heming Zhang
Service architecture and evaluation model of distributed 3D printing based on cloud manufacturing. SMC (2016)
Gongzhuang Peng, Jiaxin Zhao, Minghui Li, Baocun Hou, Heming Zhang
A SLA-based scheduling approach for multi-tenant cloud simulation. CSCWD (2015)
Jiaxin Zhao, Gongzhuang Peng, Heming Zhang
Schedule and cost integrated estimation for complex product modeling based on Weibull distribution. CSCWD (2015)
Gongzhuang Peng, Huachao Mao, Minghui Li, Heming Zhang
Multi-level knowledge representation and retrieval of complex product design based on BOM. CSCWD (2014)
Hongwei Wang, Huachao Mao, Heming Zhang
A variable-step interaction algorithm for multidisciplinary collaborative simulation. Integr. Comput. Aided Eng. 21 (3) (2014)
Gongzhuang Peng, Huachao Mao, Heming Zhang
BMRSS: BOM-Based Multi-Resolution Simulation System Using Components. AsiaSim (2013)
Chun Zhang, Huachao Mao, Gongzhuang Peng, Heming Zhang
A novel BOM based multi-resolution model for federated simulation. CSCWD (2013)
Heming Zhang, Huachao Mao, Gongzhuang Peng
Modular Collaborative Simulation in Multibody System Dynamics of Complex Mechatronic Products. SMC (2013)
Hongwei Wang, Hao Qin, Heming Zhang
Managing engineering analysis knowledge. CSCWD (2013)
Huachao Mao, Gongzhuang Peng, Heming Zhang
Choosing Models of Appropriate Resolutions for Simulation: A MRM Approach. AsiaSim (2013)
Hongwei Wang, Heming Zhang
Using collaborative computing technologies to enable the sharing and integration of simulation services for product design. Simul. Model. Pract. Theory 27 (2012)
Yuli Zhang, Shiji Song, Heming Zhang, Cheng Wu, Wenjun Yin
A hybrid genetic algorithm for two-stage multi-item inventory system with stochastic demand. Neural Comput. Appl. 21 (6) (2012)
Lai Yu, Heming Zhang
An effective monetization model with pricing and charging strategy on Cloud Simulation Platform. CSCWD (2012)
Heming Zhang, Silv Liang, Shiji Song, Hongwei Wang
Truncation error calculation based on Richardson extrapolation for variable-step collaborative simulation. Sci. China Inf. Sci. 54 (6) (2011)
Heming Zhang, Pengfei Cui, Chun Zhang, Hongwei Wang
A variable-step numerical method for collaborative computation of two coupling models in multidisciplinary engineering systems. CSCWD (2011)
Zhongyuan Wang, Heming Zhang, Jiuyun Sun
Framework and case study on geospatial knowledge discovery based on spatial knowledge management. FSKD (2011)
Pengfei Cui, Chun Zhang, Heming Zhang, Hongwei Wang
A modular method to implement multidisciplinary CAE systems into a distributed simulation environment. SMC (2011)
Ming Li, Xiyou Su, Heming Zhang
The integration method research of MSL and collaborative simulation platform. CSCWD (2011)
Hongwei Wang, Aylmer L. Johnson, Heming Zhang, Silv Liang
Towards a collaborative modeling and simulation platform on the Internet. Adv. Eng. Informatics 24 (2) (2010)
Heming Zhang, Pengfei Cui, Hongwei Wang
An effective interaction control mechanism with minor step for multidisciplinary collaborative simulation system. CSCWD (2010)
Heming Zhang, Hongwei Wang, David Chen, Gregory Zacharewicz
A model-driven approach to multidisciplinary collaborative simulation for virtual product development. Adv. Eng. Informatics 24 (2) (2010)
Hongwei Wang, Heming Zhang
A study on the run-time interaction between distributed computational models in multidisciplinary collaborative simulation. SMC (2010)
Hongwei Wang, Heming Zhang, Aylmer L. Johnson
A Service-Oriented Approach for the Collaborative Simulation of Complex Engineering Systems. SERVICES I (2009)
Silv Liang, Jialun Hu, Heming Zhang
Performance analysis and improvement of collaborative simulation algorithm. CSCWD (2009)
Jialun Hu, Heming Zhang
Ontology Based Collaborative Simulation Framework Using HLA and Web Services. CSIE (5) (2009)
Jing Zhang, Kaizhou Tan, Siliu Xu, Zhengfan Zhang, Yukui Liu, Guangbing Chen, Kaicheng Li, Heming Zhang, Huiyong Hu
A novel p+ Poly-SiGe Gate CMOS device. NEMS (2009)
Junjie Huang, Heming Zhang
Multi-Granularity Modeling of virtual prototyping in collaborative product design. CSCWD (2008)
Silv Liang, Heming Zhang
A novel combinative algorithm for multidisciplinary collaborative simulation. CSCWD (2008)
Heming Zhang, Hongwei Wang, David Chen
Integrating web services technology to HLA-based multidisciplinary collaborative simulation system for complex product development. CSCWD (2008)
Hongwei Wang, Shih-Wei Liao, Heming Zhang
Multi-disciplinary simulation and analysis of complex product in service oriented environment. SOCA (2007)
Li Jia, Heming Zhang
Supporting Collaborative Product Design with a Web Service and HLA Based Architecture. CSCWD (2007)
Hongwei Wang, Heming Zhang, Shih-Wei Liao
A Service Oriented Paradigm to Support Collaborative Product development. CSCWD (2007)
Heming Zhang, Hongwei Wang, David Chen
A Multidisciplinary Collaborative Design System in a Distributed Environment. CSCWD (2007)
Heming Zhang, Hongwei Wang, David Chen
To Implement Distributed Multidisciplinary Federated Simulation for Collaborative Product Development. CSCWD (Selected Papers) (2007)
Hongwei Wang, Heming Zhang
Enabling Enterprise Resources Reusability and Interoperability through Web Services. ICEBE (2006)
Heming Zhang, David Chen
An approach of Multidisciplinary Collaborative Design for Virtual Prototyping in Distributed Network Environment. CSCWD (2006)
Hongwei Wang, Heming Zhang
Collaborative Simulation Environment based on HLA and Web Service. CSCWD (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Heming Zhang