| 2021 | DASFAA | Multi-label Classification of Long Text Based on Key-Sentences Extraction. | Jiayin Chen, Xiaolong Gong, Ye Qiu, Xi Chen, Zhiyi Ma |
| 2021 | NAACL | Dynabench: Rethinking Benchmarking in NLP. | Douwe Kiela, Max Bartolo, Yixin Nie, Divyansh Kaushik, Atticus Geiger, Zhengxuan Wu, Bertie Vidgen, Grusha Prasad, Amanpreet Singh, Pratik Ringshia, Zhiyi Ma, Tristan Thrush, Sebastian Riedel, Zeerak Waseem, Pontus Stenetorp, Robin Jia, Mohit Bansal, Christopher Potts, Adina Williams |
| 2020 | ICCSA | Research on the Input Methods of Cardboard. | Zhiyi Ma, Hongjie Chen, Yanwei Bai, Ye Qiu |
| 2020 | IRI | BusinessDetect: An Advanced Business Information Mining Application for Intelligent Marketing. | Ye Qiu, Xiaolong Gong, Zhiyi Ma |
| 2020 | PAKDD | Attribute-Driven Capsule Network for Entity Relation Prediction. | Jiayin Chen, Xiaolong Gong, Xi Chen, Zhiyi Ma |
| 2018 | MODELSWARD | Analysis of the Evolution of the UML Metamodel. | Zhiyi Ma, Huihong He, Jinyang Liu, Xiao He |
| 2017 | ICCSA | Automatic Detection of a Driver's Complex Mental States. | Zhiyi Ma, Marwa Mahmoud, Peter Robinson, Eduardo Dias, Lee Skrypchuk |
| 2017 | MODELSWARD | An Approach to Pruning Metamodels like UML. | Zhiyi Ma |
| 2016 | BigData | TwigStack-MR: An Approach to Distributed XML Twig Query Using MapReduce. | Hongjie Fan, Han Yang, Zhiyi Ma, Junfei Liu |
| 2015 | COMPSAC | Towards Model-Driven Variability-Based Flexible Service Compositions. | Xiao He, Yanmei Fu, Chang-Ai Sun, Zhiyi Ma, Weizhong Shao |
| 2014 | COMPSAC | An SLA-Driven Cache Optimization Approach for Multi-tenant Application on PaaS. | Huihong He, Zhiyi Ma, Hongjie Chen, Dan Wu, Huanhuan Liu, Weizhong Shao |
| 2014 | COMPSAC | Randomized Model Generation for Performance Testing of Model Transformations. | Xiao He, Tian Zhang, Zhiyi Ma, Weizhong Shao |
| 2014 | ICSE | Model-driven development of diverse user interfaces. | Zhiyi Ma, Wei Zhang, Chih-Yi Yeh |
| 2012 | APSEC | An Approach to Estimating Cost of Running Cloud Applications Based on AWS. | Huihong He, Zhiyi Ma, Xiang Li, Hongjie Chen, Weizhong Shao |
| 2012 | ICCSA | An Approach to Measure Understandability of Extended UML Based on Metamodel. | Yan Zhang, Yi Liu, Zhiyi Ma, Xuying Zhao, Xiaokun Zhang, Tian Zhang |
| 2012 | SEKE | Risk-driven Non-functional Requirement Analysis and Specification. | Yi Liu, Zhiyi Ma, Hui Liu, Weizhong Shao |
| 2011 | APSEC | VisTML: A Visual Modeling Language for Model Transformation. | Xiao He, Zhiyi Ma, Yi Liu, Hongjie Chen, Weizhong Shao |
| 2010 | APSEC | Integrating Non-functional Requirement Modeling into Model Driven Development Method. | Yi Liu, Zhiyi Ma, Weizhong Shao |
| 2009 | COMPSAC | On Model Transformation Reuse. | Xiao He, Zhiyi Ma, Yan Zhang, Weizhong Shao |
| 2009 | SERVICES | A Model Driven Development Platform for Service-Oriented Applications. | Zhiyi Ma, Xiao He, Lianghuan Kang |
| 2008 | COMPSAC | Modeling and Checking for Non-functional Attributes in Extended UML Class Diagram. | Yan Zhang, Yi Liu, Le Zhang, Zhiyi Ma, Hong Mei |
| 2007 | COMPSAC | A metamodel for the notation of graphical modeling languages. | Xiao He, Zhiyi Ma, Weizhong Shao, Ge Li |
| 2006 | APSEC | Detecting Duplications in Sequence Diagrams Based on Suffix Trees. | Hui Liu, Zhiyi Ma, Lu Zhang, Weizhong Shao |
| 1996 | PACLIC | Extracting Topics from Texts Based on Situations. | Zhiyi Ma, Xuegong Zhan, Tianshun Yao |