Dr Hongyu Zhang

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Recent Publications (by category):

Bug Report Analytics

Chengnian Sun, Haidong Zhang, Jian-Guang Lou, Hongyu Zhang, Qiang Wang, Siau-Cheng Khoo, and Dongmei Zhang, Querying Sequential Software Engineering Data, Proc. FSE 2014, Hong Kong, November 2014.
Chu-Pan Wong, Yingfei Xiong, Hongyu Zhang, Dan Hao, Lu Zhang and Hong Mei, Boosting Bug-Report-Oriented Fault Localization with Segmentation and Stack-Trace Analysis, Proc. ICSM 2014, Victoria, British Columbia, Canada, September 20 - 26, 2014.
Hao Hu, Hongyu Zhang, Jifeng Xuan and Weigang Sun. Effective Bug Triage based on Historical Bug-Fix Information, Proc. ISSRE 2014, Naples, Italy, Nov 2014.
Hongyu Zhang, Liang Gong, Steve Versteeg, Predicting Bug-Fixing Time: An Empirical Study of Commercial Software Projects, in Proc. 35th International Conference on Software Engineering (ICSE'13), May 2013, San Francisco, CA, USA., pp. 1042-1051. (full industry track paper, 20.4% acceptance rate).
Jiangtao Gong and Hongyu Zhang, BugMap: A Topographic Map of Bugs, in Proc. ESEC/FSE 2013, Saint Petersburg, Russia, Aug 2013.
K. Liu, H. B. K. Tan and H. Zhang, Has this Bug Been Reported ? in Proc. WCRE 2013, Koblenz, Germany, Oct 2013.
Jian Zhou, Hongyu Zhang, and David Lo, Where Should the Bugs be Fixed? in Proc. 34th IEEE/ACM International Conference on Software Engineering (ICSE'12), Zurich, Switzerland, June 2012. (full research track paper, 21% acceptance rate).
Jian Zhou, Hongyu Zhang, Learning to Rank Duplicate Bug Reports, in Proc. 21st ACM Conference on Information and Knowledge Management (CIKM 2012), Maui, Hawaii, Oct 2012. (13.4% acceptance rate)
Jue Wang and Hongyu Zhang, Predicting Defect Numbers based on Defect State Transition Models, Proc. 6th ACM / IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM 2012) , Lund, Sweden, Sep 2012.
Rongxin Wu, Hongyu Zhang, Sunghun Kim, and S.C.Cheung, ReLink: Recovering Links between Bugs and Changes, in Proc. The joint meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE'11), Szeged, Hungary, Sep 5-9 2011. (full paper, 17% acceptance rate).

Bug Analysis and Prediction

Hongyu Zhang and S. C. Cheung, A Cost-Effectiveness Criterion for Applying Software Defect Prediction Models, in Proc. ESEC/FSE 2013, Saint Petersburg, Russia, Aug 2013.
Fayola Peters, Tim Menzies, Liang Gong, Hongyu Zhang, Balancing Privacy and Utility in Cross-Company Defect Prediction, IEEE Trans. on Software Eng., 39(8), 2013, 1054-1068.

Ming Li, Hongyu Zhang, Rongxin Wu, and Zhi-Hua Zhou, Sample-based Software Defect Prediction with Active and Semi-supervised Learning, Journal of Automated Software Engineering, Springer, Jan 2012, pp.1-30.
Sunghun Kim, Hongyu Zhang, Rongxin Wu and Liang Gong, Dealing with Noise in Defect Prediction, in Proc. of 33rd IEEE/ACM International Conference on Software Engineering (ICSE'11), Honolulu, Hawaii, USA, May 21-28 2011. (full paper, 14% acceptance rate).
Hongyu Zhang and Sunghun Kim, Monitoring the Evolution of Software Quality with Respect to Defect, IEEE Software, July/August, 2010.
Hongyu Zhang and Rongxin Wu, Sampling Program Quality, Proc. 26th IEEE International Conference on Software Maintenance (ICSM 2010), Timisoara, Romania, September 2010.
Hongyu Zhang, Adam Nelson, Tim Menzies, On the Value of Learning From Defect Dense Components for Software Defect Prediction, Proc. International Conference on Predictor Models in Software Engineering (PROMISE10), Timisoara, Romania, Sep 12-13, 2010.
Hongyu Zhang, An Investigation of the Relationships between Lines of Code and Defects, Proc. 25th IEEE International Conference on Software Maintenance (ICSM 2009), Edmonton, Canada, September 2009.
Hongyu Zhang, “On the Distribution of Software Faults”, IEEE Transactions on Software Engineering, vol. 34(2), March/April 2008. IEEE Press.
Hongyu Zhang and Xiuzhen Zhang, Comments on “Data Mining Static Code Attributes to Learn Defect Predictors”, IEEE Transactions on Software Engineering, IEEE Press, vol. 33(9), Sep 2007.

Crash Analytics

Yu Cao, Hongyu Zhang, and Sun Ding, SymCrash: Selective Recording for Reproducing Crashes, Proc. ASE 2014, Västerås, Sweden, September 2014.
Rongxin Wu, Hongyu Zhang, Shing-Chi Cheung and Sunghun Kim, CrashLocator: Locating Crashing Faults based on Crash Stacks, to appear, Proc. International Symposium on Software Testing and Analysis (ISSTA'14), San Jose, CA, July 2014.
Yingnong Dang, Rongxin Wu, Hongyu Zhang, Dongmei Zhang, and Peter Novel, ReBucket – A Method for Clustering Duplicate Crash Reports based on Call Stack Similarity, in Proc. 34th IEEE/ACM International Conference on Software Engineering (ICSE'12), Zurich, Switzerland, June 2012. (full industry track paper, 18% acceptance rate).

Log Analytics

Rongxin Wu, Xiao Xiao, S.C. Cheung, Hongyu Zhang, and Charles Zhang, Casper: An Efficient Approach to Call Trace Collection, in Proc. POPL’16, St. Petersburg, Florida, USA, Jan 2016.

Jieming Zhu, Pinjia He, Qiang Fu, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang, Learning to Log: Helping Developers Make Informed Logging Decisions, Proc. ICSE 2015, Florence, Italy, May 2015.
Rui Ding, Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Qingwei Lin, Qiang Fu, Dongmei Zhang, Tao Xie, Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis, The 2015 USENIX Annual Technical Conference (USENIX ATC'15), Santa Clara, CA, July 2015.

Meng-Hui Lim, Jian-Guang Lou, Hongyu Zhang, Qiang Fu, Andrew Teoh, Qingwei Lin, Rui Ding, Dongmei Zhang, Identifying Recurrent and Unknown Performance Issues, Proc. ICDM 2014, Shenzhen, China, Dec 2014.

Debugging/Testing

Sun Ding, Hongyu Zhang, H. B. K. Tan, Detecting infeasible branches based on code patterns, In Proc. Conference on Software Maintenance, Reengineering and Reverse Engineering (CSMR-WCRE’14), February 2014, Antwerp, Belgium, pp.74-83.
Dan Hao, Tian Lan, Hongyu Zhang, Chao Guo, Lu Zhang, Is This a Bug or an Obsolete Test?, in Proc. The European Conference on Object-Oriented Programming (ECOOP 2013), Montpellier, France, July 2013.
Liang Gong, David Lo, Lingxiao Jiang and Hongyu Zhang: Diversity Maximization Speedup for Fault Localization. Automated Software Engineering (ASE 2012), Essen, Germany, Sep 2012. (full paper, 15% acceptance rate)
Liang Gong, David Lo, Lingxiao Jiang and Hongyu Zhang: Interactive Fault Localization Leveraging Simple User Feedback. International Conference on Software Maintenance (ICSM 2012), Riva del Garda, Trento, Italy, Sep 2012. (full paper, 25% acceptance rate)
Hongyu Zhang, Hee Beng Kuan Tan, Lu Zhang, Xi Lin, Xiaoyin Wang, Chun Zhang and Hong Mei, Checking Enforcement of Integrity Constraints in Database Applications Based on Code Patterns, Journal of Systems and Software, 2011.

Metrics/Empirical Studies

Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin and Tingting Qin, An Empirical Study on Quality Issues of Production Big Data Platform, Proc. ICSE 2015, SEIP Track, Florence, Italy, May 2015.
Giulio Concas, Maria Ilaria Lunesu, Michele Marchesi, Hongyu Zhang, Simulation of Software Maintenance Process, with and without a Work-In-Process Limit, Journal of Software: Evolution and Process, 25(12): 1225-1248, 2013.
Hongyu Zhang, Yuan-Fang Li and Hee Beng Kuan Tan, Measuring Design Complexity of Semantic Web Ontologies, Journal of Systems and Software, 83(5), 2009.
Lin Liu, Hongyu Zhang, Fei Peng, Wenting Ma, et al, Understanding Chinese Characteristics of Requirements Engineering, Proc. of 17th International Requirements Engineering Conference (RE’09), August 2009, Atlanta, USA.
Hongyu Zhang, Discovering Power Laws in Computer Programs, Information Processing & Management, 45(4): 477-483, Elsevier, 2009.
Hongyu Zhang, Exploring Regularity in Source Code: Software Science and Zipf's Law, Proc. 15th Working Conference on Reverse Engineering (WCRE 2008), Antwerp, Belgium, October 2008, IEEE Press.
Tan, H B K, Yuan Zhao, and Hongyu Zhang, Conceptual Data Model Based Software Size Estimation for Information System, ACM Transactions on Software Engineering and Methodology (TOSEM), 2008.
Hai Wang , Yuan Fang Li, Jing Sun, Hongyu Zhang and Jeff Pan, Verifying Feature Models using OWL, Journal of Web Semantics, Vol 5(2), June 2007, Elsevier, pp. 117-129.
Hongyu Zhang and Hee Beng Kuan Tan, An Empirical Study of Class Sizes for Large Java Systems, Proc. of 14th Asia-Pacific Software Engineering Conference (APSEC 2007), Nagoya, Japan, December 2007. IEEE Press, pp. 230-237.
Tan, H B K, Yuan Zhao, and Hongyu Zhang, Estimating LOC for information systems from their conceptual models, Proc. of International Conference on Software Engineering (ICSE 2006), May 2006, Shanghai, China, pp. 321-333. (full research paper track)

Code Analytics:

Fei Lv, Hongyu Zhang, Jian-guang Lou, Shaowei Wang, Dongmei Zhang, and Jianjun Zhao, "CodeHow: Effective Code Search based on API Understanding and Extended Boolean Model", Proc. ASE 2015, Lincoln, Nebraska, Nov 2016.
Jue Wang, Yingnong Dang, Hongyu Zhang, Kai Chen, Tao Xie and Dongmei Zhang, Mining Succinct and High-Coverage API Usage Patterns from Source Code, in Proc. MSR 2013, May 2013, San Francisco, CA, USA.
- Hongyu Zhang, Bei Shi, Lu Zhang: Automatic checking of license compliance. ICSM 2010: 1-3.

Software Reuse and Product Line

Hongyu Zhang, Stan Jarzabek: A Hybrid Approach to Feature-Oriented Programming in XVCL. SPLC 2010: 440-445.
Stan Jarzabek, Hongyu Zhang, Youpeng Lee, Yinxing Xue and Naveed Shaikh, Increasing Usability of Preprocessing for Feature Management in Product Lines with Queries, 31st International Conference on Software Engineering (ICSE 2009),Vancouver, Canada, May 2009, pp. 215-218.
Hongyu Zhang and Stan Jarzabek, A Bayesian Network Approach to Rational Architectural Design, International Journal of Software Engineering and Knowledge Engineering, vol. 15 (4), World Scientific, August 2005, pp. 695-717.
Hongyu Zhang and Stan Jarzabek, XVCL: A Mechanism for Handling Variants in Software Product Lines, Science of Computer Programming, vol. 53 (3), Elsevier, Dec 2004, pp. 381-407.
Stan Jarzabek, Wai Chun Ong and Hongyu Zhang, Handling Variant Requirements in Domain Modeling, Journal of Systems and Software, vol. 68 (3), Elsevier, Dec 2003, pp. 171-182.
Jing Sun, Hongyu Zhang, Yuan Fang Li and Hai Wang. Formal Semantics and Verification for Feature Modeling. Proc. of 10th IEEE International Conference on Engineering of Complex Computer Systems (ICECCS'05), IEEE Press, Shanghai, China, June 2005. pp. 303-312.
Hongyu Zhang, Stan Jarzabek and Bo Yang, Quality Prediction and Assessment for Product Lines, Proc. of the 15th International Conference On Advanced Information Systems Engineering (CAiSE'03), Klagenfurt/Velden, Austria, June 2003. Lecture Notes in Computer Science (LNCS) 2681, Springer-Verlag, pp. 681-695.
Stan Jarzabek, Paul Bassett, Hongyu Zhang, and Weishan Zhang, XVCL: XML-based Variant Configuration Language. Proc. of 25th International Conference on Software Engineering (ICSE 2003), pp. 810-811.
Stan Jarzabek and Hongyu Zhang, XML-based Method and Tool for Handling Variant Requirements in Domain Models, Proc. Fifth IEEE International Symposium on Requirements Engineering (RE’01), Toronto, Canada, August 2001. IEEE Press, pp. 166-173.

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