| 2025 | WWW | GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning. | Heming Zhang, Di Huang, Yixin Chen, Fuhai Li |
| 2022 | CoRL | Discriminator-Guided Model-Based Offline Imitation Learning. | Wenjia Zhang, Haoran Xu, Haoyi Niu, Peng Cheng, Ming Li, Heming Zhang, Guyue Zhou, Xianyuan Zhan |
| 2022 | CSCWD | Imbalanced Fault Diagnosis by Supervised Contrastive Learning. | Peng Peng, Xinyue Wang, Jiaxun Lu, Qi Li, Shuting Tao, Zixuan Wang, Hongwei Wang, Heming Zhang |
| 2021 | CSCWD | Imbalanced Fault Diagnosis Based on Particle Swarm Optimization and Sparse Auto-Encoder. | Peng Peng, Wenjia Zhang, Yi Zhang, Hongwei Wang, Heming Zhang |
| 2021 | CSCWD | Tacit Knowledge Representation and Classification Based on Statistical Data for Production Process. | Qihao Wan, Heming Zhang, Yiran Wang |
| 2021 | CSCWD | Using Bidirectional GAN with Improved Training Architecture for Imbalanced Tasks. | Wenjia Zhang, Peng Peng, Heming Zhang |
| 2020 | AMIA | Predicting Tumor Cell Response to Synergistic Drug Combinations Using a Novel Simplified Deep Learning Model. | Heming Zhang, Jiarui Feng, Amanda Zeng, Philip R. O. Payne, Fuhai Li |
| 2020 | ECCV | Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards. | Xuewen Yang, Heming Zhang, Di Jin, Yingru Liu, Chi-Hao Wu, Jianchao Tan, Dongliang Xie, Jue Wang, Xin Wang |
| 2020 | WACV | Class-incremental Learning via Deep Model Consolidation. | Junting Zhang, Jie Zhang, Shalini Ghosh, Dawei Li, Serafettin Tasci, Larry P. Heck, Heming Zhang, C.-C. Jay Kuo |
| 2020 | WACV | Regularize, Expand and Compress: NonExpansive Continual Learning. | Jie Zhang, Junting Zhang, Shalini Ghosh, Dawei Li, Jingwen Zhu, Heming Zhang, Yalin Wang |
| 2019 | CSCWD | A Mapping Approach of Virtual-Real UR10 Twins Based on Long Short-Term Memory Neural Net. | Wenzheng Liu, Jiaxin Zhao, Lipin Shi, Nan Xu, Feng Liu, Fei Li, Heming Zhang |
| 2019 | CSCWD | Knowledge-based Intelligent Assembly of Complex Products in a Cloud CPS-based System. | Gongzhuang Peng, Hongwei Wang, Heming Zhang |
| 2019 | CSCWD | A Novel Hierarchical Collaborative Method Based on Multi-objective Optimization for Modularization of Product Platform. | Qihao Wan, Jiaxin Zhao, Jianru Xue, Chiyuan Zhang, Bin He, Heming Zhang |
| 2019 | CSCWD | An Approximation Model Based on Kernel Ridge Regression for Robot Kinematics Simulation. | Jiaxin Zhao, Fan Yang, Wenzheng Liu, Feng Liu, Fei Li, Hongwei Wang, Heming Zhang |
| 2019 | ICIP | Deep Kinship Verification VIA Appearance-Shape Joint Prediction and Adaptation-Based Approach. | Heming Zhang, Xiaolong Wang, C.-C. Jay Kuo |
| 2019 | IJCAI | Generative Visual Dialogue System via Weighted Likelihood Estimation. | Heming Zhang, Shalini Ghosh, Larry P. Heck, Stephen Walsh, Junting Zhang, Jie Zhang, C.-C. Jay Kuo |
| 2019 | SMC | A Novel Fault Detection and Diagnosis Method Based on Gaussian-Bernoulli Restricted Boltzmann Machine. | Peng Peng, Yinan Wu, Yi Zhang, Heming Zhang |
| 2019 | SMC | Anomaly Detection for Industry Product Quality Inspection based on Gaussian Restricted Boltzmann Machine. | Yi Zhang, Peng Peng, Chongdang Liu, Heming Zhang |
| 2018 | CSCWD | Collaborative Reasoning of Design Knowledge with a Hypemetwork Model. | Gongzhuang Peng, Hongwei Wang, Heming Zhang |
| 2018 | ICIP | Representative Fashion Feature Extraction by Leveraging Weakly Annotated Online Resources. | Heming Zhang, Siyang Li, Shanshan Cai, Haoyu Jiang, C.-C. Jay Kuo |
| 2018 | ICIP | Accelerating Proposal Generation Network for Fast Face Detection on Mobile Devices. | Heming Zhang, Xiaolong Wang, Jingwen Zhu, C.-C. Jay Kuo |
| 2018 | SMC | A Multi-objective Collaborative Optimization Algorithm Based on Cycle Subsystem Model with Features for Product Family Design. | Qihao Wan, Gongzhuang Peng, Jiaxin Zhao, Heming Zhang |
| 2017 | CSCWD | A reliability optimization method for collaborative manufacturing service network based on mining of important nodes. | Yinan Wu, Heming Zhang |
| 2017 | WACV | Box Refinement: Object Proposal Enhancement and Pruning. | Siyang Li, Heming Zhang, Junting Zhang, Yuzhuo Ren, C.-C. Jay Kuo |
| 2016 | CSCWD | Integrating the codification and personalisation views of knowledge for collaborative design. | Hongwei Wang, Oluwakemi Olayinka, Heming Zhang, Qian Shi |
| 2016 | SMC | Service architecture and evaluation model of distributed 3D printing based on cloud manufacturing. | Yinan Wu, Gongzhuang Peng, Lu Chen, Heming Zhang |
| 2015 | CSCWD | A SLA-based scheduling approach for multi-tenant cloud simulation. | Gongzhuang Peng, Jiaxin Zhao, Minghui Li, Baocun Hou, Heming Zhang |
| 2015 | CSCWD | Schedule and cost integrated estimation for complex product modeling based on Weibull distribution. | Jiaxin Zhao, Gongzhuang Peng, Heming Zhang |
| 2014 | CSCWD | Multi-level knowledge representation and retrieval of complex product design based on BOM. | Gongzhuang Peng, Huachao Mao, Minghui Li, Heming Zhang |
| 2013 | CSCWD | Managing engineering analysis knowledge. | Hongwei Wang, Hao Qin, Heming Zhang |
| 2013 | CSCWD | A novel BOM based multi-resolution model for federated simulation. | Chun Zhang, Huachao Mao, Gongzhuang Peng, Heming Zhang |
| 2013 | SMC | Modular Collaborative Simulation in Multibody System Dynamics of Complex Mechatronic Products. | Heming Zhang, Huachao Mao, Gongzhuang Peng |
| 2012 | CSCWD | An effective monetization model with pricing and charging strategy on Cloud Simulation Platform. | Lai Yu, Heming Zhang |
| 2011 | CSCWD | The integration method research of MSL and collaborative simulation platform. | Ming Li, Xiyou Su, Heming Zhang |
| 2011 | CSCWD | A variable-step numerical method for collaborative computation of two coupling models in multidisciplinary engineering systems. | Heming Zhang, Pengfei Cui, Chun Zhang, Hongwei Wang |
| 2011 | SMC | A modular method to implement multidisciplinary CAE systems into a distributed simulation environment. | Pengfei Cui, Chun Zhang, Heming Zhang, Hongwei Wang |
| 2010 | CSCWD | An effective interaction control mechanism with minor step for multidisciplinary collaborative simulation system. | Heming Zhang, Pengfei Cui, Hongwei Wang |
| 2010 | SMC | A study on the run-time interaction between distributed computational models in multidisciplinary collaborative simulation. | Hongwei Wang, Heming Zhang |
| 2009 | CSCWD | Performance analysis and improvement of collaborative simulation algorithm. | Silv Liang, Jialun Hu, Heming Zhang |
| 2009 | SERVICES | A Service-Oriented Approach for the Collaborative Simulation of Complex Engineering Systems. | Hongwei Wang, Heming Zhang, Aylmer L. Johnson |
| 2008 | CSCWD | Multi-Granularity Modeling of virtual prototyping in collaborative product design. | Junjie Huang, Heming Zhang |
| 2008 | CSCWD | A novel combinative algorithm for multidisciplinary collaborative simulation. | Silv Liang, Heming Zhang |
| 2008 | CSCWD | Integrating web services technology to HLA-based multidisciplinary collaborative simulation system for complex product development. | Heming Zhang, Hongwei Wang, David Chen |
| 2007 | CSCWD | Supporting Collaborative Product Design with a Web Service and HLA Based Architecture. | Li Jia, Heming Zhang |
| 2007 | CSCWD | A Service Oriented Paradigm to Support Collaborative Product development. | Hongwei Wang, Heming Zhang, Shih-Wei Liao |
| 2007 | CSCWD | A Multidisciplinary Collaborative Design System in a Distributed Environment. | Heming Zhang, Hongwei Wang, David Chen |
| 2007 | CSCWD | To Implement Distributed Multidisciplinary Federated Simulation for Collaborative Product Development. | Heming Zhang, Hongwei Wang, David Chen |
| 2006 | CSCWD | Collaborative Simulation Environment based on HLA and Web Service. | Hongwei Wang, Heming Zhang |
| 2006 | CSCWD | An approach of Multidisciplinary Collaborative Design for Virtual Prototyping in Distributed Network Environment. | Heming Zhang, David Chen |
| 2006 | CSCWD | A Distributed M&S Environment for Multidisciplinary Collaborative Design of Virtual Prototyping. | Heming Zhang, David Chen, Hongwei Wang |
| 2005 | CSCWD | Application of DSM-based process reengineering in multidisciplinary cooperative design. | Luning Xu, Heming Zhang, Wensheng Xu, Yongkang Zhang |
| 2004 | CSCWD | Developing a Multidisciplinary Approach of Concurrent Engineering. | Heming Zhang, David Chen |