研究领域为软件质量及安全保障,自动驾驶仿真测试。多次担任美国科学基金、美国宇航局博士后基金、美国能源部初创科技企业基金评委。发表论文百余篇,其中近40篇为CCF A类论文,论文列表请访问https://yangzijiangjames.github.io。获得ACM SIGSOFT杰出论文奖,ACM TODAES最佳期刊论文奖,谷歌计算机科学Engagement奖。2019年通过创办深信科创信息技术有限公司进行技术成果转化,该公司由图灵奖获得者姚期智院士孵化。公司网站https://synkrotron.ai。
近期论文:
- Weifeng Pan, Hua Ming, Dae-Kyoo Kim, and Zijiang Yang,Pride: Prioritizing Documentation Effort Based on a PageRank-Like Algorithm and Simple Filtering Rules,IEEE Trans. Software Eng (TSE), 2022.
- Weifeng Pan, Hua Ming, Zijiang Yang, and Tian Wang, Comments on “Using k-core Decomposition on Class Dependency Networks to Improve Bug Prediction Model’s Practical Performance”, IEEE Trans. Software Eng (TSE), 2022.
- M. Fan, W. Wei, W. Jin, Z. Yang, T. Liu. Explanation-Guided Fairness Testing through Genetic Algorithm. IEEE International Conference on Software Engineering (ICSE), 2022.
- H. Wang, Y. Lin, Z. Yang, J. Sun, Y. Liu, J. Dong, Q. Zheng, T. Liu. Explaining Regressions via Alignment Slicing and Mending. IEEE Transactions on Software Engineering(TSE). 47(11), 2421-2437, 2021.
- Yang Sun, Christopher Poskitt, Jun Sun, Yuqi Chen, Zijiang Yang. LawBreaker: An Approach for Specifying Traffic Laws and Fuzzing Autonomous Vehicles. 37th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2022.
- Xinlei Pan,Chaowei Xiao,Warren He,Shuang Yang,Jian Peng,Mingjie Sun,Jinfeng Yi,Zijiang Yang,Mingyan Liu, Bo Li,Dawn Song. Characterizing Attacks on Deep Reinforcement Learning. International Joint Conference on Autonomous Agents and Multi-agent Systems, Auckland, New Zealand, 2022.
- J. Guo, Z. Si, Y. Wang, Q. Liu, M. Fan, J. LOU, Z. Yang, T. Liu. Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL. 57th Annual Meeting of the Association for Computational Linguistics (ACL), Bangkok, Thailand, 2021.
- Kunpeng Yu, Chenxu Wang, Yan Cai, Xiapu Luo, Zijiang Yang, Detecting concurrency vulnerabilities based on partial orders of memory and thread events, the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE), 2021.