邮箱：nengzhang@ccnu.edu.cn

英文主页：https://nengz.github.io/

个人简介

张能，博士，副教授，硕士生导师。CCF高级会员、CCF服务计算专委执委。2017年12月博士毕业于武汉大学，研究方向包括软件工程、服务计算、知识图谱、推荐系统、智能问答系统等，重点关注知识驱动的智能化软件工程研究与实践，通过多源数据的软件知识挖掘与融合，提出了一系列增强软件开发中机器认知能力和辅助作用的方法，在IEEE TSE、ACM TOSEM、IEEE TSC、IEEE/ACM ICSE、FSE、ASE、ISSTA、ESWA、JSS、KIS、软件学报、计算机研究与发展等CCF A/B/T1、中科院1区期刊/会议上发表学术论文20余篇，获武汉计算机软件工程学会“青年才俊奖”、CCF服务计算学术会议“最佳学生论文奖”。还积极探索将先进的人工智能技术引入软件工程教育实践，在《计算机教育》上发表教学论文2篇，获中欧软件工程教育国际研讨会“最佳论文奖”。主持了国家自然科学基金青年项目、广东省自然科学基金面上项目、教育部教改项目等多个科研项目，参与了多项国家级重点及面上项目；担任了国际期刊IJSSOE的副编辑和10多个CCF推荐期刊/会议的程序委员或审稿人。

工作经历

2024.10 至今      华中师范大学   副教授

2021.04 – 2024.09  中山大学       助理教授

2018.12 – 2021.03  浙江大学       博士后

2018.04 – 2018.08  中国电子科技集团第29研究所  软件工程师

学习经历

2012.09 – 2017.12  武汉大学  软件工程专业       硕博连读（导师：何克清教授）

2008.09 – 2012.06  武汉大学  软件工程专业       本科

奖励奖项（部分）

2024  武汉计算机软件工程学会“青年才俊奖”

2023  中欧软件工程教育国际研讨会“最佳论文奖”

2023  中山大学本科教育教学成果二等奖

2022  中山大学“优秀班主任”

2013  CCF服务计算会议“最佳学生论文奖”

代表性论文

[1] Zheng Lin, Neng Zhang*, Chao Liu, Zibin Zheng. "An empirical study of ChatGPT-related projects and their issues on GitHub". Expert Systems with Applications (ESWA, CCF C, 中科院1区), 2024.

[2] Siyu Nan, Jian Wang, Neng Zhang, Duantengchuan Li, Bing Li. "DDASR: Deep Diverse API Sequence Recommendation". ACM Transactions on Software Engineering and Methodology (TOSEM, CCF A), 2024.

[3] Xiangping Chen, Furen Xu, Yuan Huang*, Neng Zhang, Zibin Zheng. "JIT-Smart: A Multi-task Learning Framework for Just-in-Time Defect Prediction and Localization". ACM International Conference on the Foundations of Software Engineering (FSE, CCF A), Research Track, 2024.

[4] Peilin Zheng, Bowei Su, Xiapu Luo, Ting Chen, Neng Zhang, Zibin Zheng*. "LENT-SSE: Leveraging Executed and Near Transactions for Speculative Symbolic Execution of Smart Contracts". ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA, CCF A), Technical Track, 2024.

[5] Chao Liu, Xuanlin Bao, Hongyu Zhang, Neng Zhang, Haibo Hu, Xiaohong Zhang, Meng Yan*. "Guiding ChatGPT for Better Code Generation: An Empirical Study". IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER, CCF B), Research Track, 2024.

[6] Neng Zhang, Ying Zou, Xin Xia*, Qiao Huang, David Lo, Shanping Li. "Web APIs: Features, Issues, and Expectations -- A Large-Scale Empirical Study of Web APIs from Two Publicly Accessible Registries Using Stack Overflow and A User Survey". IEEE Transactions on Software Engineering (TSE, CCF A), 2023.

[7] Neng Zhang, Qinde Chen*, Zibin Zheng, Ying Zou. "iASTMapper: An Iterative Similarity-Based Abstract Syntax Tree Mapping Algorithm". IEEE/ACM International Conference on Automated Software Engineering (ASE, CCF A), Research Track, 2023.

[8] Zibin Zheng, Neng Zhang*, Jianzhong Su, Zhijie Zhong, Mingxi Ye, Jiachi Chen. "Turn the Rudder: A Beacon of Reentrancy Detection for Smart Contracts on Ethereum". IEEE/ACM International Conference on Software Engineering (ICSE, CCF A), Techincal Track, 2023.

[9] Neng Zhang, Qiao Huang, Xin Xia*, Ying Zou, David Lo, Zhenchang Xing. "Chatbot4QR: Interactive Query Refinement for Technical Question Retrieval". IEEE Transactions on Software Engineering (TSE, CCF A), 2022.

[10] Neng Zhang*, Chao Liu, Xin Xia, Christoph Treude, Ying Zou, David Lo, Zibin Zheng. "ShellFusion: Answer Generation for Shell Programming Tasks via Knowledge Fusion". IEEE/ACM International Conference on Software Engineering (ICSE, CCF A), Technical Track, 2022.

[11] Bin Tang, Meng Yan*, Neng Zhang, Ling Xu, Xiaohong Zhang, Haijun Ren. "Co-attentive Representation Learning for Web Services Classification". Expert Systems with Applications (ESWA, CCF C, 中科院1区), 2021.

[12] Neng Zhang, Jian Wang*, Yutao Ma. "Mining Domain Knowledge on Service Goals from Textual Service Descriptions". IEEE Transactions on Services Computing (TSC, CCF-A), 2020.

[13] Neng Zhang, Jian Wang*, Keqing He, Zheng Li, Yiwang Huang. "Mining and Clustering Service Goals for RESTful Service Discovery". Knowledge and Information Systems (KIS, CCF B), 2019.

[14] Fang Xie, Jian Wang*, Ruibin Xiong, Neng Zhang, Yutao Ma, Keqing He. "An Integrated Service Recommendation Approach for Service-based System Development". Expert Systems with Applications (ESWA, CCF C, 中科院1区), 2019.

[15] Neng Zhang, Jian Wang, Yutao Ma, Keqing He, Zheng Li, Xiaoqing (Frank) Liu. "Web Service Discovery Based on Goal-oriented Query Expansion". Journal of Systems and Software (JSS, CCF B), 2018.

[16] Ruibin Xiong, Jian Wang, Neng Zhang, Yutao Ma. "Deep Hybrid Collaborative Filtering for Web Service Recommendation". Expert Systems with Applications (ESWA, CCF C, 中科院1区), 2018.

学术服务/任职

(1)       副编辑: International Journal of Systems and Service-Oriented Engineering (IJSSOE)

(2)       执行委员、秘书: CCF服务计算专业委员会

(3)       注册/宣传共同主席: SANER 2019、BlockSys 2022

(4)       程序委员/审稿人: TSE、TSC、ASEJ、ESWA、JCST、ICSOC 2023、MSR2024/2023等

(5)       论坛讲者: CCF 2024 中国软件大会青年人才论坛、CCF 2023中国软件大会软件通识教育论坛、CCF 2023中国数字服务大会青年学者论坛等