Tools

1. CodeWisdom, This is the platform we developed, with our various tools and research work demos, including Code Recommendation, API Knowledge Graph, Code Clone, etc. Welcome to try and give advice.
2. CodeWisdom-aiAssistant is a plugin of IntelliJ IDEA based on big data and deep learning, which provides following features:
   • Recommend top-10 APIs for one line at a time. The APIs include API method calls, API field accesses in JDK 1.8 library and control structures such as if, while.
   • Complete arguments (parameters) in each recommended API.
   • Auto-add import information when a recommended API is selected.
   • Provide API description of each recommended API.

Research Papers

2020

1. "Generating Concept based API Element Comparison Using a Knowledge Graph"

   • Yang Liu, Mingwei Liu, Xin Peng, Christoph Treude, Zhenchang Xing, and Xiaoxin Zhang
   • The 35th IEEE/ACM International Conference on Automated Software Engineering (ASE 2020)
   • Replication Package

2. "API Method Recommendation via Explicit Matching of Functionality Verb Phrases"

   • Wenkai Xie, Xin Peng, Mingwei Liu, Zhenchang Xing, Xiaoxin Zhang, and Wenyun Zhao
   • The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2020)
   • Replication Package
   • Tool

2019

1. "Generating Query-specific Class API Summaries"

   • Mingwei Liu, Xin Peng, Andrian Marcus, Zhenchang Xing, Wenkai Xie, Shuangshuang Xing, and Yang Liu
   • The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2019)
   • Replication Package

2. "A Learning-based Approach for Automatic Construction of Domain Glossary from Source Code and Documentation"

   • Chong Wang, Xin Peng, Mingwei Liu, Zhenchang Xing, Xuefang Bai, Bing Xie, and Tuo Wang,
   • The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2019)
   • Replication Package

3. "A Large-Scale Empirical Study of Compiler Errors in Continuous Integration"

   • Chen Zhang, Bihuan Chen, Linlin Chen, Xin Peng, Wenyun Zhao
   • The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2019)
   • Replication Package

4. "Latent Error Prediction and Fault Localization for Microservice Applications by Learning from System Trace Logs",

   • Xiang Zhou, Xin Peng, Tao Xie, Jun Sun, Chao Ji, Dewei Liu, Qilin Xiang and Chuan He
   • The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2019)
   • Replication Package

2018

1. "CLDIFF: Generating Concise Linked Code Differences"
   • Kaifeng Huang, Bihuan Chen, Xin Peng, Daihong Zhou, Ying Wang, Yang Liu, and Wenyun Zhao.
   • The 33rd IEEE/ACM International Conference on Automated Software Engineering
   • Tool

Contact

If you are interested in our work or have questions, please contact us by email- [email protected]