黃如兵

黃如兵，男，博士，原任江蘇大學計算機科學與通信工程學院教師，副教授，博士生導師，軟體工程系副主任。IEEE Senior Member，中國計算機學會CCF高級會員，ACM會員。

現任澳門科技大學信息技術學院副教授。

基本介紹

• 中文名：黃如兵
• 畢業院校：華中科技大學
• 學位/學歷：博士
• 專業方向：智慧型化軟體測試
• 任職院校：澳門科技大學
• 職稱：副教授

個人經歷

2013年12月碩博連讀畢業於華中科技大學計算機科學與技術學院計算機軟體與理論專業，獲工學博士學位

主講課程

算法設計與分析、需求工程、軟體測試技術、計算機理論與算法設計、XML編程技術、形式語言與自動機（留學生）、Java程式設計（留學生）和軟體工程（留學生）

研究方向

智慧型化軟體測試、軟體調試與軟體維護

學術成果

主持或參與的科研項目情況

[1] 2016.01 至 2018.12：國家自然科學基金青年項目《組合測試用例優先排序算法及選擇策略研究》（項目號：61502205），主要負責人；

[2] 2016.01 至 2019.12：江蘇大學2015年度“青年骨幹教師培養工程”青年學術帶頭人資助項目，主要負責人；

[3] 2014.03 至 2017.02：江蘇大學高級專業人才科研啟動基金項目《基於多重覆蓋的組合測試集優先權排序算法研究》（項目號: 14JDG039），主要負責人；

[4] 2015.11 至 2017.10：中國博士後科學基金第58批面上項目《組合測試用例優先排序及評價度量研究》（項目號：2015M581739），主要負責人，已結題；

[5] 2015.07 至 2017.06：江蘇省高校自然科學研究面上項目《組合測試中的測試用例優先排序算法及評價度量研究》（項目號：15KJB520007），主要負責人，已結題；

[6] 2013.01 至 2015.12：國家自然科學基金青年項目《基於數據挖掘的第三方構件安全性測試方法研究》（項目號：61202110），參與，排名第二，已結題；

[7] 2012.12 至 2015.12江蘇省自然科學基金《基於變異測試的COTS構件軟體安全性測試方法》（項目號：BK2012284），參與，排名第二，已結題。

發表論文情況（*為通信作者）：

2020年：

[1] Rubing Huang*, Weifeng Sun, Yinyin Xu, Haibo Chen, Dave Towey, Xin Xia, A Survey on Adaptive Random Testing, IEEE Transactions on Software Engineering, Accepted, 2020.

[2] Rubing Huang*, Weifeng Sun, Tsong Yueh Chen, Dave Towey, Jinfu Chen, Weiwen Zong, Yunan Zhou, Abstract Test Case Prioritization using Repeated Small-strength Level-combination Coverage, IEEE Transactions on Reliability, Accepted, 2020.

2019年：

[1] Rubing Huang*, Weiwen Zong, Tsong Yueh Chen, Dave Towey, Yunan Zhou, Jinfu Chen, Prioritizing Abstract Test Cases: An Empirical Study, IET Software, vol. 13, no. 4,

[2] Hilary Ackah-Arthur, Jinfu Chen*, Dave Towey, Michael Omari, Jiaxiang Xi, Rubing Huang, One-Domain-One-Input: An Adaptive Random Testing by Orthogonal Recursive Bisection with Restriction, IEEE Transactions on Reliability, vol. 68, no. 4,

[3] Tao Zhang*, Haoming Li, Zhou Xu, Jian Liu, Rubing Huang, Yiran Shen, Labeling Issue Reports in Mobile Apps, IET Software, vol. 13, no. 6, pp: 528-542, 2019.（SCI:0.695, 中國計算機學會B類論文, JCR四區）

[4] Jinfu Chen*, Minmin Zhou, T.H. Tse, Tsong Yueh Chen, Yuchi Guo, Rubing Huang, Chengying Mao, Toward a K-means Clustering Approach to Adaptive Random Testing for Object-Oriented Software, SCIENCE CHINA Information Sciences, vol. 62, no. 11,

[5] Jinfu Chen*, Patrick Kwaku Kudjo, Zufa Zhang, Chenfei Su, Yuchi Guo, Rubing Huang, Heping Song, A Modified Similarity Metric for Unit Testing of Object-Oriented Software Based on Adaptive Random Testing, International Journal of Software Engineering and Knowledge Engineering, vol. 29, no. 4,

[6] Patrick Kwaku Kudjo1, Jinfu Chen*, Minmin Zhou, Solomon Mensah, Rubing Huang, Improving the Accuracy of Vulnerability Report Classification Using Term Frequency-Inverse Gravity Moment, The 19th IEEE International Conference on Software Quality, Reliability, and Security (QRS’19), July 22-26,

[7] Michael Omari, Jinfu Chen*, Patrick Kwaku Kudjo, Hilary Ackah-Arthur, Rubing Huang, Random Border Mirror Transform: A Diversity Based Approach to An Effective and Efficient Mirror Adaptive Random Testing, The 19th IEEE International Conference on Software Quality, Reliability, and Security (QRS’19), July 22-26,

2018年：

[1] Rubing Huang*, Yunan Zhou, Tsong Yueh Chen, Dave Towey, Jinfu Chen, Poster: An Experimental Analysis of Fault Detection Capabilities of Covering Array Constructors, The 40th ACM/IEEE International Conference on Software Engineering (ICSE’18), May 27-June 3,

[2] Rubing Huang, Quanjun Zhang, Tsong Yueh Chen, James Hamlyn-Harris, Dave Towey, Jinfu Chen*, An Empirical Comparison of Fixed-strength and Mixed-strength for Interaction Coverage Based Prioritization, IEEE Access,

[3] Rubing Huang*, Weiwen Zong, Tsong Yueh Chen, Dave Towey, Jinfu Chen, Yunan Zhou, Weifeng Sun, On the Strength for Fixed-Strength Interaction Coverage Based Prioritization, The 42nd IEEE Annual Computer Software and Applications Conference (COMPSAC’18), July 23-July 27,

[4] Jinfu Chen*, Lili Zhu, Tsong Yueh Chen, Dave Towey, Fei-Ching Kuo, Rubing Huang, Yuchi Guo, Test case prioritization for object-oriented software: An adaptive random sequence approach based on clustering, Journal of Systems and Software (JSS),

[5] Hilary Ackah-Arthur, Jinfu Chen*, Jiaxiang Xi, Michael Omari, Heping Song, Rubing Huang, A Cost-Effective Adaptive Random Testing Approach by Dynamic Restriction, IET Software,

2017年：

[1] Rubing Huang*, Weiwen Zong, Dave Towey, Yunan Zhou, Jinfu Chen, An Empirical Examination of Abstract Test Case Prioritization Techniques, The 39th ACM/IEEE International Conference on Software Engineering (ICSE’17), May 20-28,

[2] Rubing Huang*, Yunan Zhou, Weiwen Zong, Dave Towey, Jinfu Chen, An Empirical Comparison of Similarity Measures for Abstract Test Case Prioritization, The 41st IEEE Annual Computer Software and Applications Conference (COMPSAC’17), June 10-14,

[3] Rubing Huang*, Yunan Zhou, Tsong Yueh Chen, Dave Towey, Jinfu Chen, Weiwen Zong, Prioritizing Random Combinatorial Test Suites, The 32nd ACM Symposium On Applied Computing (SAC’17), April 3-7,

[4] Jinfu Chen*, Fei-Ching Kuo, Tsong Yueh Chen, Dave Towey, Chenfei Su, Rubing Huang, A Similarity Metric for the Inputs of OO Programs and its Application in Adaptive Random Testing, IEEE Transactions on Reliability (IEEE-TR),

[5] Jinfu Chen*, Saihua Cai, Dave Towey, Lili Zhu, Rubing Huang, Hilary Ackah-Arthur, Michael Omari, Detecting Implicit Security Exceptions Using an Improved Variable-Length Sequential Pattern Mining Method, International Journal of Software Engineering and Knowledge Engineering (IJSEKE),

[6] Deng Chen*, Yanduo Zhang, Wei Wei, Shixun Wang, Rubing Huang, Binbin Qu, Sheng Jiang, Efficient Vulnerability Detection Based on An Optimized Rule-Checking Static Analysis technique, Frontiers of Information Technology & Electronic Engineering (FIT&EE), 2017.

[7] Deng Chen*, Yanduo Zhang, Wei Wei, Rongcun Wang, Xiaolin Li, Shixun Wang, Rubing Huang, Distributed API Protocol Mining, The 29th International Conference on Software Engineering and Knowledge Engineering (SEKE’17), July 5-7,, Pittsburgh, PA, USA, 2017.

2016年：

[1] Rubing Huang*, Weiwen Zong, Jinfu Chen, Dave Towey, Yunan Zhou, Deng Chen, Prioritizing Interaction Test Suites using Repeated Base Choice Coverage, The 40th IEEE Annual Computer Software and Applications Conference (COMPSAC’16), June 10-14 Atlanta, Georgia, USA, 2016.

[2] Jinfu Chen, Jiamei Chen, Rubing Huang*, Yuchi Guo, Yongzhao Zhan, An Approach of Security Testing for Third-Party Component based on State Mutation, Security and Communication Networks (SCN), 2016.

[3] Jinfu Chen, Saihua Cai, Lili Zhu, Yuchi Guo, Rubing Huang*, Xiaolei Zhao, Yunqi Sheng, An improved string searching algorithm and its application in component security testing, Tsinghua Science and Technology, , 2016.

[4] Jinfu Chen, Lili Zhu, Yuchi Guo, Rubing Huang*, Saihua Cai, Xiaolei Zhao, A mining approach for component abnormal information based on monitor log, International Journal of Simulation and Process Modelling (IJSPM), 2016. （EI）

[5] Jinfu Chen, Lili Zhu, Zhibin Xie*, Michael Omari, Hilary Ackah-Arthur, Saihua Cai, Rubing Huang, An Effective Long String Searching Algorithm towards Component Security Testing, China Communications, 11, 2016.

[6] Jinfu Chen*, Lili Zhu, Tsong Yueh Chen, Rubing Huang, Dave Towey, Fei-Ching Kuo, Yuchi Guo, An Adaptive Sequence Approach for OOS Test Case Prioritization, The 7th IEEE International Workshop on Program Debugging (IWPD’16), October 23-27, Ottawa, ON, Canada, 2016. (EI)

2015年：

[1] Rubing Huang, Huai Liu*, Xiaodong Xie, Jinfu Chen, Enhancing Mirror Adaptive Random Testing through Dynamic Partitioning, Information and Software Technology (IST), 2015.（SCI: IF = 1.569, 中國計算機學會B類期刊, JCR一區）

[2] Rubing Huang*, Jinfu Chen, Dave Towey, Alvin T. S. Chan, Yansheng Lu, Aggregate-Strength Interaction Test Suite Prioritization, Journal of Systems and Software (JSS), 2015. （SCI: IF = 1.424, 中國計算機學會B類期刊, JCR一區）

[3] Deng Chen, Rubing Huang, Binbin Qu*, Sheng Jiang, Jianping Ju, Mining Class Temporal Specification Dynamically Based on Extended Markov Model, International Journal of Software Engineering and Knowledge (IJSEKE), 2015.（SCI: IF = 0.240, 中國計算機學會C類期刊, JCR四區）

2014年：

[1] Rubing Huang*, Dave Towey, Jinfu Chen, Yansheng Lu, New Metrics for Prioritized Interaction Test Suites, IEICE Transactions on Information and Systems (IEICE-IS),, 2014.

[2] Rubing Huang*, Jinfu Chen, Yansheng Lu, Adaptive Random Testing with Combinatorial Input Domain, Scientific World Journal, vol. 2014, 2014.

[3] Rubing Huang*, Jinfu Chen, Zhicheng Li, Rongcun Wang, Yansheng Lu, Adaptive Random Prioritization for Interaction Test Suites, The 29th ACM Symposium On Applied Computing (SAC’14), March 24-28, Gyeongju, Korea, 2014.

[4] Rubing Huang*, Jinfu Chen, Deng Chen, Rongcun Wang, How to Do Tie-breaking in Prioritization of Interaction Test Suites?, The 26th International Conference on Software Engineering and Knowledge Engineering (SEKE’14), July 1-3, Vancouver, Canada, 2014.（Acceptance rate: 61 / 206 = 29.61%, EI, 中國計算機學會C類會議）

[5] Rongcun Wang, Rubing Huang, Yansheng Lu, Binbin Qu*, Clustering Analysis of Function Call Sequence for Regression Test Case Reduction, International Journal of Software Engineering and Knowledge (IJSEKE), vol. 24, no. 8, 2014.

[6] Rongcun Wang, Rubing Huang, Binbin Qu*, Network-Based Analysis of Software Change Propagation, Scientific World Journal, vol. 2014, , 2014.

[7] Deng Chen, Rubing Huang, Binbin Qu*, Sheng Jiang, Improving Static Analysis Performance Using Rule-Filtering Technique, The 26th International Conference on Software Engineering and Knowledge Engineering (SEKE 2014), July 1-3, , Vancouver, Canada, 2014.（Acceptance rate: 61 / 206 = 29.61%, EI, 中國計算機學會C類會議）

[8] Jinfu Chen*, Huanhuan Wang, Dave Towey, Chengying Mao, Rubing Huang, Yongzhao Zhan, Worst-input Mutation Approach to Web Services Vulnerability Testing based on SOAP Messages, Tsinghua Science and Technology, vol. 19, no. 5,, 2014. （EI）

2013年：

[1] Rubing Huang*, Xiaodong Xie, Dave Towey, Tsong Yueh Chen, Yansheng Lu, Prioritization of Combinatorial Test Cases by Incremental Interaction Coverage, International Journal of Software Engineering and Knowledge (IJSEKE), vol. 23, no. 10, 2013.（SCI: IF = 0.264, 中國計算機學會C類期刊, JCR四區）

[2] Rubing Huang*, Jinfu Chen, Tao Zhang, Rongcun Wang, Yansheng Lu, Prioritizing Variable-strength Covering Array, The 37th IEEE Annual Computer Software and Applications Conference (COMPSAC’13), July 22-26,, Kyoto, Japan, 2013. （Acceptance rate: 55 / 240 = 22.92%, EI, 中國計算機學會C類會議）

[3] Rubing Huang*, Xiaodong Xie, Jinfu Chen, Yansheng Lu, Failure-Detection Capability Analysis of Implementing Parallelism in Adaptive Random Testing Algorithms, The 28th ACM Symposium On Applied Computing (SAC’13), March 18-22, , Coimbra, Portugal, 2013.（Acceptance rate: 218 / 932 = 23.39%, EI, 中國計算機學會C類會議）

[4] Jinfu Chen*, Jiamei Chen, Yongzhao Zhan, Weihe Chen, Rubing Huang, An Approach of Vulnerability Testing for Third-Party Component Based on Condition and Parameter Mutation, Scientific World Journal, 2013.（SCI: IF = 1.219, JCR二區）

[5] Rongcun Wang, Binbin Qu*, Rubing Huang. Sequence-based Similarity Regression Test Case Reduction, The 29th IEEE International Conference on Software Maintenance (ICSM’13), Eindhoven, The Netherlands, 2013. (Fast Abstract)

[6] Xiaoyong Li, Yijie Wang*, Xiaoling Li, Yuan Wang, Rubing Huang, Parallelizing Probabilistic Streaming Skyline Operator in Cloud Computing Environments, The 37th IEEE Annual Computer Software and Applications Conference (COMPSAC’13), July 22-26, , Kyoto, Japan, 2013.（EI, 中國計算機學會C類會議）

[7] Jinfu Chen*, Qing Li, Huanhuan Wang, Rubing Huang, Describing Component Behavior Using Improved Chemical Abstract Machine, The 37th IEEE Annual Computer Software and Applications Conference (COMPSAC’13), July 22-26,, Kyoto, Japan, 2013.（EI, 中國計算機學會C類會議）

[8] 陳錦富*, 李青, 毛澄映, 詹永照, 黃如兵, 陳加梅, 基於安全規則變異的 Web Services 安全性測試方法, 計算機學報，36(10),, 2013. （EI）

[9] 謝曉東*, 黃如兵, CAT: 組合自適應隨機測試方法, 小型微型計算機系統, 34(9), , 2013.

2012年：

[1] Rubing Huang*, Xiaodong Xie, Tsong Yueh Chen, Yansheng Lu, Adaptive Random Test Case Generation for Combinatorial Testing, The 36th IEEE Annual Computer Software and Applications Conference (COMPSAC’12), July 16-20, , Izmir, Turkey, 2012. （Acceptance rate: 41 / 237 = 17.30%, EI, 中國計算機學會C類會議）

國家發明專利情況：

[1] 發明名稱：一種基於候選測試用例集疊代的自適應隨機測試方法，發明人：黃如兵，陳海波，孫偉峰，陳錦富，2019年；

[2] 發明名稱：一種基於代碼和組合覆蓋的測試用例優先權排序方法及測試系統，發明人：黃如兵，張犬俊，陳錦富，2019年；

[3] 發明名稱：一種基於疊代區域均分與定位的自適應隨機測試方法，發明人：黃如兵, 孫偉峰, 陳錦富，申請號：2018年；

[4] 發明名稱：一種基於動態反饋權重的測試用例優先權排序方法及系統，發明人：黃如兵，張犬俊，陳錦富，2018年；

[5] 發明名稱：一種基於動態反饋權重的測試用例優先權排序方法及系統，發明人：黃如兵，張犬俊，陳錦富，2018年；

[6] 發明名稱：一種基於權重的組合測試用例集最佳化排序方法及系統，發明人：黃如兵，宗煒雯，陳錦富，2018年；

[7] 發明名稱：一種構建軟體失效區域模式的方法及系統，發明人：黃如兵, 孫偉峰, Tsong Yueh Chen, 陳錦富，2018年。

在國內外學術組織、刊物及國際性學術會議任職情況：

(1) 國家自然科學基金通訊評審專家庫成員；

(2) 國際學術期刊審稿人：IEEE Transactions on Computers (IEEE-TC)、IEEE Transactions on Reliability (IEEE-TR)、Software Testing, Verification and Reliability (STVR)、Information and Software Technology (IST)、Software Practice & Experience (SPE)、Journal of Systems and Software (JSS)、IET Software、International Journal of Software Engineering and Knowledge Engineering (IJSEKE)、IEEE Access、Neural Computing and Applications (NCA)、Engineering Science and Technology, an International Journal (ESTIJ)、Arabian Journal for Science and Engineering (AJSE)、International Journal of Simulation and Process Modelling (IJSPM)、Journal of Intelligent Systems (JISYS)、Connection Science、中國計算機學報等；

(3) 國際學術會議程式委員成員（Program Committee Member）以及會議專題主席（Session Chair）：IEEE International Conference on Software Testing, Validation and Verification (ICST)、ACM Symposium On Applied Computing (SAC)、International Conference on Software Engineering and Knowledge Engineering (SEKE)、IEEE International Conference on Artificial Intelligence Testing (AITest)、The IEEE International Workshop on Combinatorial Testing and its Applications (CTA)、National Software Application Conference (NASAC)等；

(4) 電氣和電子工程師協會IEEE高級會員、國際計算機學會ACM會員、中國計算機學會高級會員。

榮譽獎項

(1) 2020年獲評IEEE Senior Member；

(2) 2018年獲評江蘇大學第七屆“十佳青年教職工”榮譽稱號；

(3) 2018年獲評中國計算機學會高級會員；

(4) 2018年榮獲國際學術期刊Software Practice and Experience (SPE)的傑出審稿人；

(5) 2017年榮獲國際學術期刊Information and Software Technology (IST)的傑出審稿人；

(6) 2017年獲得江蘇省高校優秀中青年教師境外研修項目資助；

(7) 2017年獲評江蘇大學計算機科學與通信工程學院“工會活動積極分子”；

(8) 2016年獲得江蘇大學留學生任課教師境外研修項目資助；

(9) 2016年榮獲江蘇大學計算機科學與通信工程學院教師講課比賽新教師組二等獎；

(10) 2015年10月參加江蘇大學“紀念抗日戰爭勝利70周年”師生大合唱比賽，學院榮獲第一名；

(11) 2014年10月參加江蘇大學教職工廣場舞比賽，學院榮獲一等獎；

(12) 2014年榮獲江蘇大學計算機科學與通信工程學院教師講課比賽新教師組一等獎；

(13) 2014年獲評江蘇大學黨建研究論文鼓勵獎；

(14) 2014年榮獲ACM SIGAPP Student Travel Award Program (STAP)資助；

(15) 2013年榮獲ACM SIGAPP Student Travel Award Program (STAP)資助。