个人简介
徐洲
教育及工作经历：
2020.01-至今，重庆大学，大数据与软件学院，助理研究员
2017/09-至今，香港理工大学，计算机系，计算机科学，博士双学位联合培养
2014/09-2019/12，武汉大学，计算机学院，计算机软件与理论，博士(硕博连读)
2010/09-2014/06，华中农业大学，理学院，计算机科学与技术，学士
研究进展：
[2020/07] Our paper "Simplified Deep Forest Model based Just-In-Time Defect Prediction for Android Mobile Apps" has been accepted to QRS (CCF-C) as a regular paper and recommended to the IEEE Transactions on Reliability (JCR Q1).
[2020/07] Our paper "STAN：Towards Describing Bytecodes of Smart Contract" has been accepted to QRS (CCF-C) as a regular paper.
[2020/05] Our paper "All Your App Links are Belong to Us: Understanding the Threats of Instant Apps based Attacks" has been accepted to FSE (CCF-A).
[2020/04] Our paper "Blocking Bug Prediction Based on XGBoost with Enhanced Features" has been accepted to COMPSAC (CCF-C) as a regular paper.
[2020/03] Our paper "Bug Severity Prediction Using Question-and-Answer Pairs from Stack Overflow" has been accepted to JSS (JCR Q1, CCF-B).
[2020/02] Our paper "Group Sparse Additive Machine with Average Top-k Loss" has been accepted to Neurocomputing (JCR Q1, CCF-C).
荣誉奖励
2020 武汉大学优秀毕业生
2019 阮立平奖学金
2018 博士生国家奖学金
2018 博士生二等学业奖学金
2017, 2018 计算机学院博士生论坛二等奖
2018 第一届软件质量保障论坛优秀讲者荣誉称号
2017, 2018, 2019 优秀研究生
2016, 2017 博士生一等学业奖学金
2016 王星拱校长纪念奖学金
2014 研究生新生一等奖学金
2014 华中农业大学优秀毕业生
2011, 2012, 2013 国家励志奖学金
2012 全国大学生数学建模竞赛湖北省一等奖
2012 华中地区数学建模竞赛三等奖
2011, 2012, 2013 三好学生
2011, 2012, 2013 学习成绩优秀奖
近期论文
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发表期刊论文：
[11] Youshuai Tan, Sijie Xu, Zhaowei Wang, Tao Zhang, Zhou Xu, and Xiapu Luo. "Bug Severity Prediction Using Question-and-Answer Pairs from Stack Overflow". Journal of Systems and Software (JSS, JCR Q1, IF:2.559, CCF-B), 2020.
[10] Peipei Yuan, Xinge You, HongChen, Qinmu Peng, Yue Zhao, Zhou Xu, Xiaoyuan Jing, and Zhenyu He. "Group Sparse Additive Machine with Average Top-k Loss". Neurocomputing (JCR Q1, IF:4.072, CCF-C), 2020.
[9] Zhou Xu, Jin Liu, Xiapu Luo, Zijiang Yang, Yifeng Zhang, Peipei Yuan, Yutian Tang, and Tao Zhang. "Software Defect Prediction Based on Kernel PCA and Weighted Extreme Learning Machine", Information and Software Technology (IST, JCR Q1, IF:2.921, CCF-B), 2019.
[8] Zhou Xu, Shuai Li, Xiapu Luo, Jin Liu, Tao Zhang, Yutian Tang, Jun Xu, Peipei Yuan, and Jacky Keung, "TSTSS: A Two-Stage Training Subset Selection Framework for Cross Version Defect Prediction". Journal of Systems and Software (JSS, JCR Q1, IF:2.559, CCF-B), 2019.
[7] Zhou Xu, Shuai Li, Jun Xu, Jin Liu, Xiapu Luo, Yifeng Zhang, Tao Zhang, Jacky Keung, and Yutian Tang. "LDFR: Learning Deep Feature Representation for Software Defect Prediction". Journal of Systems and Software (JSS, JCR Q1, IF:2.559, CCF-B), 2019.
[6] Zhou Xu, Shuai Pang, Tao Zhang, Xiapu Luo, Jin Liu, Yutian Tang, Xiao Yu, and Lei Xue, "Cross Project Defect Prediction Via Balanced Distribution Adaptation Based Transfer Learning". Journal of Computer Science and Technology (JCST, JCR Q3, IF:1.185, CCF-B), 2019.
[5] Tao Zhang, Haoming Li, Zhou Xu, Jian Liu, Rubing Huang, and Yiran Shen, "Labeling Issue Reports in Mobile Apps". IET Software, (JCR Q4, IF:0.695, CCF-B), 2019.
[4] Xiao Yu, Jin Liu, Jacky Wai Keung, Qing Li, Kwabena Ebo Bennin, Zhou Xu, Junping Wang, Xiaohui Cui, "Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM". IEEE Transactions on Reliability (TR, JCR Q1, IF:2.888), IF=2.888, 2019.
[3] Yiheng Jian, Xiao Yu, Zhou Xu*, Ziyi Ma, "A Hybrid Feature Selection Method for Software Fault Prediction". IEICE Transactions on Information and Systems (JCR Q4, IF:0.576), 2019.
[2] Zhou Xu, Peipei Yuan, Tao Zhang, Yutian Tang, Shuai Li, and Zhen Xia, "HDA: Cross-Project Defect Prediction via Heterogeneous Domain Adaptation With Dictionary Learning". IEEE Access (JCR Q1, IF:4.098), 2018.
[1] Yinghao Zhang, Xiaoyan Deng, Zhou Xu, and Peipei Yuan, "Watermelon Ripeness Detection via Extreme Learning Machine with Kernel Principal Component Analysis based on Acoustic Signals". International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI, JCR Q4, IF:1.11, CCF-C), 2018.
发表会议论文：
[12] Xiaoyun Cheng, Naming Liu, Lin Guo, Zhou Xu*, and Tao Zhang. "Blocking Bug Prediction Based on XGBoost with Enhanced Features". 44th IEEE Annual Computer Software and Applications Conference (COMPSAC, CCF-C), 2020.
[11] Zhou Xu, Tao Zhang, Yifeng Zhang, Yutian Tang, Jin Liu, Xiapu Luo, Jacky Keung, and Xiaohui Cui. "Identifying Crashing Fault Residence Based on Cross Project Model". 30th International Symposium on Software Reliability Engineering (ISSRE, CCF-B), 2019.
[10] Yutian Tang, Xian Zhan, Hao Zhou, Xiapu Luo, Zhou Xu, Yajin Zhou, and Yiben Yan. "Demystifying Application Performance Management Libraries for Android". 34th International Conference on Automated Software Engineering (ASE, CCF-A New Ideas Paper), 2019.
[9] Xiao Yu, Kwabena Ebo Bennin, Jin Liu, Jacky Wai Keung, Xiaofei Yin, and Zhou Xu. "An Empirical Study of Learning to Rank Techniques for Effort-Aware Defect Prediction". 26th International Conference on Software Analysis, Evolution and Reengineering (SANER, CCF-B), 2019.
[8] Zhou Xu, Sizhe Ye, Tao Zhang, Zhen Xia, Shuai Pang, Yong Wang, and Yutian Tang. "MVSE: Effort- Aware Heterogeneous Defect Prediction via Multiple-View Spectral Embedding". 19th International Conference on Software Quality, Reliability, and Security (QRS, CCF-C), 2019.
[7] Zhou Xu, Jin Liu, Xiapu Luo, and Tao Zhang. "Cross-version defect prediction via hybrid active learning with kernel principal component analysis". 25th International Conference on Software Analysis, Evolution and Reengineering (SANER, CCF-B), 2018.
[6] Zhou Xu, Shuai Li, Yutian Tang, Xiapu Luo, Tao Zhang, Jin Liu, and Jun Xu. "Cross Version Defect Prediction with Representative Data via Sparse Subset Selection". 26th International Conference on International Conference on Program Comprehension (ICPC, CCF-B), 2018.
[5] Maoyuan Zhang, Qi Wang, Zhou Xu, Jianping Zhu, Shuyuan Sun, and Yang Wen. "Category-Embodied Knowledge Embedding". 25th International Conference on Neural Information Processing (ICONIP, CCF-C), 2018.
[4] Zhou Xu, Jin Liu, Zhen Xia, and Peipei Yuan. "An Empirical Study on the Equivalence and Stability of Feature Selection for Noisy Software Defect Data". 29th International Conference on Software Engineering and Knowledge Engineering (SEKE, CCF-C), 2017.
[3] Jin Liu, Yiqiuzi Tian, Liang Hong, Xu Chen, and Zhou Xu. "Developer Recommendation with Awareness of Accuracy and Cost". 28th International Conference on Software Engineering and Knowledge Engineering (SEKE, CCF-C), 2016.
[2] Zhou Xu, Jin Liu, Zijiang Yang, Gege An, and Xiangyang Jia. "The impact of feature selection on defect prediction performance: An empirical comparison". 27th International Symposium on Software Reliability Engineering (ISSRE, CCF-B), 2016.
[1] Zhou Xu, Jifeng Xuan, Jin Liu, and Xiaohui Cui. "MICHAC: Defect prediction via feature selection based on maximal information coefficient with hierarchical agglomerative clustering". 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER, CCF-B), 2016.
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