周扬帆 - 复旦大学 - 计算机科学技术学院

个人简介

Dr. Zhou is a Professor with School of Computer Science, Fudan University. He obtained an M.Phil. degree and a Ph.D. degree, both in computer science from The Chinese Unviersity of Hong Kong in 2006 and 2009 respectively. He received a B.Sc. degree in electronics from Peking University in 2000. He joined School of Computer Science, Fudan University in 2015 as a tenure-track associate professor, and was appointed full professor in 2021. Before joining Fudan, he was a senior research staff member with Shenzhen Research Institute, The Chinese University of Hong Kong from 2012 to 2014. He co-founded the Trustworthy and Intelligent Internet Computing Lab of the Institute with Prof. Michael R. Lyu. He was with Department of Computer Science, The Chinese University of Hong Kong from 2009 to 2012, where he is currently an honorary research staff member. Dr. Zhou works in the software engineering field. His research focuses on addressing practical engineering challenges in fault management (i.e., detection/localization/removal) of real-world software artifacts. He has published over 80 referred technical papers. Dr. Zhou has many years of experience of managing software development. He was a software engineer with several companies, including Huawei Technologies. He is also active in technology consulting. He serves in Technical Committee of Education Management Information Systems and Technical Committee of Embedded Systems and Pervasive Computing, both of Shanghai Computer Society, and CCF (China Computer Federation) Task Force on Big Data.

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Jianfeng Jiang, Hui Xu, and Yangfan Zhou. RULF: Rust Library Fuzzing via API Dependency Graph Traversal. (Accepted in) Proc. of The 36th IEEE/ACM International Conference on Automated Software Engineering (ASE). November, 2021. Hui Xu, Zhuangbin Chen, Mingshen Sun, Yangfan Zhou, and Michael R. Lyu. Memory-Safety Challenge Considered Solved? An In-Depth Study with All Rust CVEs. (Accepted in) ACM Transactions on Software Engineering and Methodology (TOSEM). May, 2021. Sicheng Luo, Hui Xu, Yanyang Bi, Xin Wang, and Yangfan Zhou. Boosting symbolic execution via constraint solving time prediction. In Proc. of the 30th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA). July, 2021. Jiacheng Shen, Tianyi Yang, Yuxin Su, Yangfan Zhou, and Michael R. Lyu. Defuse: A Dependency-Guided Function Scheduler to Mitigate Cold Starts on FaaS Platforms. In Proc. of the 41st IEEE International Conference on Distributed Computing Systems (ICDCS). Washington DC, USA, July, 2021. Jiazhen Gu, Huanlin Xu, Yangfan Zhou, and Xin Wang. Detecting Deep Neural Network Defects with Data Flow Analysis. In Proc. of the 4th DSN Workshop on Dependable and Secure Machine Learning (DSN-DSML'21). Taiwan, China, June, 2021. Shengnan Wu, Yangfan Zhou, and Xin Wang. Exploring User Experience of Automatic Documentation Tools. In Proc. of the ACM SIGCHI Conference on Human Factors in Computing Systems Extended Abstract (CHI-EA). Yokohama, Japan, May, 2021. Yaohui Wang, Guozheng Li, Zijian Wang, Yu Kang, Yangfan Zhou, Hongyu Zhang, Feng Gao, Jeffrey Sun, Li Yang, Pochian Lee, Zhangwei Xu, Pu Zhao, Bo Qiao, Liqun Li, Xu Zhang, Qingwei Lin. Fast Outage Analysis of Large-scale Production Clouds with Service Correlation Mining. In Proc. of the IEEE/ACM International Conference on Software Engineering (ICSE). May, 2021. Hui Xu, Zirui Zhao, Yangfan Zhou, and Michael R. Lyu. On Benchmarking the Capability of Symbolic Execution Tools with Logic Bombs. IEEE Transactions on Dependable and Secure Computing (TDSC), vol. 17, no. 6. December, 2020. Zhuangbin Chen, Yu Kang, Liqun Li, Xu Zhang, Hongyu Zhang, Hui Xu, Yangfan Zhou, Li Yang, Jeffrey Sun, Zhangwei Xu, Yingnong Dang, Feng Gao, Pu Zhao, Bo Qiao, Qingwei Lin, Dongmei Zhang, and Michael R. Lyu. Towards intelligent incident management: why we need it and how we make it. In Proc. of the 28th ACM SIGSOFT International Symposium on Foundations of Software Engineering (FSE). Sacramento, CA, USA, November, 2020. Jiazhen Gu, Jiaqi Wen, Zijian Wang, Pu Zhao, Chuan Luo, Yu Kang, Yangfan Zhou, Li Yang, Jeffrey Sun, Zhangwei Xu, Bo Qiao, Liqun Li, Qingwei Lin, and Dongmei Zhang. Efficient Customer Incident Triage via Linking with System Incidents. In Proc. of the 28th ACM SIGSOFT International Symposium on Foundations of Software Engineering (FSE). Sacramento, CA, USA, November, 2020. Jiazhen Gu, Chuan Luo, Si Qin, Bo Qiao, Qingwei Lin, Hongyu Zhang, Ze Li, Yingnong Dang, Shaowei Cai, Wei Wu, Yangfan Zhou, Murali Chintalapati, and Dongmei Zhang. Efficient Incident Identification from Multi-dimensional Issue Reports via Meta-heuristic Search. In Proc. of the 28th ACM SIGSOFT International Symposium on Foundations of Software Engineering (FSE). Sacramento, CA, USA, November, 2020. Jiaojiao Fu, Yangfan Zhou, and Xin Wang. Information Summary for Chronic Disease Treatment: A Pediatric Hospital Case in China. In Proc. of the 23rd ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW). October, 2020. Hui Xu, Yangfan Zhou, Jiang Ming, and Michael R. Lyu. Layered obfuscation: a taxonomy of software obfuscation techniques for layered security. Springer Cybersecurity, vol. 3, no. 9. April, 2020. Wujie Zheng, Haochuan Lu, Yangfan Zhou, Jianming Liang, Haibing Zheng, and Yuetang Deng. iFeedback: Exploiting User Feedback for Real-time Issue Detection in Large-Scale Online Service Systems. In Proc. of the 34th IEEE/ACM International Conference on Automated Software Engineering (ASE). San Diego, CA, November 2019. Yaohui Wang, Hui Xu, Yangfan Zhou, Michael R. Lyu, and Xin Wang. Textout: Detecting Text-layout Bugs in Mobile Apps via Visualization-oriented Learning. In Proc. of the 30th International Symposium on Software Reliability Engineering (ISSRE). Berlin, Germany, October 2019. Jiaojiao Fu, Yangfan Zhou, and Xin Wang. Component-based permission management of Android applications. Software: Practice and Experience, pp. 1402-1418, vol. 49, no. 9. September 2019. Jiajie Shen, Yi Li, Yangfan Zhou, and Xin Wang. Understanding I/O Performance of IPFS Storage: A Client’s Perspective. In Proc. of the IEEE/ACM International Symposium on Quality of Service (IWQoS). Phoenix, Arizona, USA, June 2019. Jiaojiao Fu, Yangfan Zhou, Shengnan Wu, and Xin Wang. Let's Chat in Alipay: Understanding Social Function Usage in Task-oriented Apps. In Proc. of the ACM SIGCHI Conference on Human Factors in Computing Systems Extended Abstract (CHI-EA). Glasgow, UK, May 2019. Jiajie Shen, Yi Li, Yangfan Zhou, and Xin Wang. Mobile Cloud-of-Clouds Storage Made Efficient: A Network Coding Based Approach. In Proc. of the 37th IEEE International Symposium on Reliable Distributed Systems (SRDS). Salvador, Brazil, 2018. Jiajie Shen, Jiazhen Gu, Yangfan Zhou, and Xin Wang. Efficient Scheduling for Multi-Block Updates in Erasure Coding Based Storage Systems. IEEE Transactions on Computers (TOC), 2018. Hui Xu, Yangfan Zhou, Yu Kang, Fengzhi Tu, Michael R. Lyu. Manufacturing Resilient Bi-Opaque Predicates against Symbolic Execution. In Proc. of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN). Luxembourg City, Luxembourg, 2018. Yu Kang, Xinting Wang, Xiu Cao, Yangfan Zhou, Zhichao Lai, Yuhao Li, Xuqi Zhang, Wei Geng. Detecting Anomalous Users via Streaming Data Processing in Smart Grid. In Proc. of the Asia Power and Energy Engineering Conference (APEEC). Shanghai, March 2018. Cuiyun Gao, Yichuan Man, Hui Xu, Jieming Zhu, Yangfan Zhou, and Michael R. Lyu. IntelliAd: Assisting Mobile App Developers in Measuring Ad Costs Automatically. In Proc. of the IEEE/ACM 39th IEEE International Conference on Software Engineering Companion (ICSE-C). Buenos Aires, Argentina, 2017. Jiaojiao Fu, Yangfan Zhou, Huan Liu, Yu Kang, and Xin Wang. Perman: Fine-grained Permission Management for Android Applications. In Proc. of the 28th IEEE International Symposium on Software Reliability Engineering (ISSRE), Toulouse, France, Oct. 2017. Hui Xu, Yangfan Zhou, Yu Kang, and Michael R. Lyu. Concolic Execution on Small-Size Binaries: Challenges and Empirical Study. In Proc. of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN). Denver, CO, USA, 2017. 魏学才，宫庆媛，沈佳杰，周扬帆，王新. 适应冷热数据存储的多编码架构的设计与实证. 计算机应用与软件, 34(2):35:41, 2017. Yu Kang, Yangfan Zhou, Hui Xu and Michael R. Lyu, DiagDroid: Android Performance Diagnosis via Anatomizing Asynchronous Executions, In Proc. of the ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE), Seattle, WA, USA, November 13-18, 2016. Jiajie Shen, Jiazhen Gu, Yangfan Zhou, and Xin Wang. Bandwidth-aware Delayed Repair in Distributed Storage System, In Proc. of the IEEE Symposium on Quality of Service (IWQoS), Beijing, China, June 2016, pp. 1-10. Jiajie Shen, Jiazhen Gu, Yangfan Zhou, and Xin Wang. Cloud-of-Clouds Storage Made Efficient: A Pipeline-Based Approach, In Proc. of the IEEE Conference on Web Services (ICWS), San Francisco, CA, 27 June-2 July, 2016, pp. 724-727. Yu Kang, Yangfan Zhou, Min Gao, Yixia Sun and Michael Lyu. Experience Report: Detecting Poor-Responsive UI in Android Applications, In Proc. of the 27th IEEE International Symposium on Software Reliability Engineering (ISSRE), Ottawa Canada, Oct 2016. Yafeng Lu, Yiling Lou, Shiyang Cheng, Liming Zhang, Dan Hao, and Yangfan Zhou, and Lu Zhang. How Does Regression Test Prioritization Perform in Real-world Software Evolution? In Proc. of the International Conference on Software Engineering (ICSE), Austin, TX, May 2016, pp. 535-546. Hui Xu, Yangfan Zhou, and Michael R. Lyu, N-Version Obfuscation, In Proc. of the 2nd Cyber-Phsical System Security Workshop (in conjunction with AsiaCCS), Xi’An, China, May 2016. Jiajie Shen, Jiazhen Gu, Yangfan Zhou, and Xin Wang. Flexible Regenerating Codes for Multiple Node Failure. 第四届CCF大数据学术会议, 兰州, 2016年10月. (获最佳学术论文，497篇投稿中唯一一篇) 顾嘉臻, 王艳, 沈佳杰, 周扬帆, 王新. 移动云存储环境下数据同步算法优化研究, 第22 届全国信息存储技术学术会议(NCIS), 武汉, 2016年9月. Song Li, Yangfan Zhou, Lei Jiao, Xinya Yan, Xin Wang, and Michael R. Lyu. Towards Operational Cost Minimization in Hybrid Clouds for Dynamic Resource Provisioning with Delay-aware Optimization. IEEE Transactions on Services Computing (TSC), vol.8, no.3, 2015, pp. 398-409. Cuiyun Gao, Baoxiang Wang, Pinjia He, Jieming Zhu, Yangfan Zhou, and Michael R. Lyu. PAID: Prioritizing App Issues for Developers by Tracking User Reviews Over Versions. In Proc. of the 26th International Symposium on Software Reliability Engineering (ISSRE), Washington DC, USA, November 2-5, 2015. Hui Xu, Yangfan Zhou, Cuiyun Gao, Yu Kang, and Michael R. Lyu. SpyAware: Investigating the Privacy Leakage Signatures in App Execution Traces. In Proc. of the 26th International Symposium on Software Reliability Engineering (ISSRE), Washington DC, USA, November 2-5, 2015. Jiaojiao Fu, Yangfan Zhou, and Yu Kang. Dependability Issues of Android Games: A First Look via Software Analysis. In Proc. of the 9th International IEEE Symposium on Service-Oriented System Engineering (SOSE). San Francisco Bay, CA, 2015, pp. 291-296. Cuiyun Gao, Hui Xu, Junjie Hu, and Yangfan Zhou. AR-Tracker: Track the Dynamics of Mobile Apps via User Review Mining. In Proc. of the 9th International IEEE Symposium on Service-Oriented System Engineering (SOSE). San Francisco Bay, CA, 2015, pp. 284-290. 齐凤林, 宫庆媛, 周扬帆, 王新. 分布式存储再生码数据修复的节点选择方案. 计算机研究与发展, 52(Suppl.):68-74, 2015. 齐凤林, 宫庆媛, 周扬帆, 王新. 分布式存储数据修复中计算能力异构场景下的节点选择问题研究. 第21届全国信息存储技术学术会议(NCIS 2015 ). 长沙, 2015年9月. 沈佳杰, 周扬帆, 王新. 分布式存储中多数据块的更新调度问题研究. 第21届中国计算机学会全国信息存储技术学术会议(NCIS 2015). 长沙, 2015年9月. (优秀论文奖). Hui Xu, Yangfan Zhou, and Michael R. Lyu. Towards Smartphone Continuous and Passive Authentication via Touch Biometric: An Experimental Study. In Proc. of the USENIX Symposium On Usable Privacy and Security (SOUPS). Menlo Park, CA, USA, July 2014, pp. 187-198. Haibo Mi, Huaimin Wang, Zhenbang Chen, Yangfan Zhou. Automatic Detecting Performance Bugs in Cloud Computing Systems via Learning Latency Specification Model, In Proc. of the 8th International Symposium on Service Oriented System Engineering(SOSE), April, 2014, Oxford, UK, pp. 302-307. Song Li, Yangfan Zhou, Lei Jiao, Xinya Yan, Xin Wang, and Michael R. Lyu. Delay-aware Cost Optimization for Dynamic Resource Provisioning in Hybrid Clouds. In Proc. of the IEEE International Conference on Web Services (ICWS). Alaska, USA, June 27-July 2, 2014, pp. 169-176. Pengfei Zheng, Yangfan Zhou, Michael R. Lyu, Yong Qi. Granger Causality-aware Prediction and Diagnosis of Software Degradation. In Proc. of the IEEE International Conference on Services Computing (SCC). Alaska, USA, June 27-July 2, 2014, pp. 528-535. Pengfei Zheng, Yong Qi, Yangfan Zhou, Pengfei Chen, Jianfeng Zhan, and Michael R. Lyu. An Automatic Framework for Detecting and Characterizing the Performance Degradation of Software Systems. IEEE Transactions on Reliability. Vol. 63, No. 4, pp. 927-943, December 2014. Junjie Xiong, Yangfan Zhou, Michael R. Lyu, and Evangeline F. Y. Young. MDiag Mobility-assisted Diagnosis for Wireless Sensor Networks, Elsevier Journal of Network and Computer Applications (JNCA).Vol. 36, No. 1, pp. 167-177, January 2013. Jieming Zhu, Zibin Zheng, Yangfan Zhou, and Michael R. Lyu. Scaling Service-oriented Applications into Geo-distributed Clouds. In Proc. of the 17th International Symposium on Service-Oriented System Engineering (SOSE). March, 2013, San Francisco Bay, CA. pp. 335-340. Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael R. Lyu, and Hua Cai. Towards Fine-grained, Unsupervised, Scalable Performance Diagnosis for Production Cloud Computing Systems, IEEE Transactions on Parallel and Distributed Systems (TPDS). Vol. 24, No. 6, pp. 1245-1255, June 2013. Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael R. Lyu, and Hua Cai. An Online Service-oriented Performance Profiling Tool for Cloud Computing Systems, Frontiers of Computer Science, Springer. Vol. 7, No. 3, pp. 431-445, Springer, June 2013. Yangfan Zhou, Xinyu Chen, Michael R. Lyu, and Jiangchuan Liu. Online Protocol Verification in Wireless Sensor Networks via Non-intrusive Behavior Profiling. In Proc. of the International Conference on Wireless Algorithms, Systems, and Applications (WASA). Lecture Notes in Computer Science (LNCS), , Volume 7405, pp. 100-111, August, 2012. 饶翔, 王怀民, 陈振邦, 周扬帆, 蔡华, 周琦, 孙廷韬. 云计算系统中基于伴随状态追踪的故障检测机制. 计算机学报, 35(5):856-870, 2012. Haibo Mi, Huaimin Wang, Hua Cai, Yangfan Zhou, Michael R. Lyu, and Zhenbang Chen. P-Tracer: Path-Based Performance Profiling in Cloud Computing Systems. In Proc. of the 36th IEEE Signature Conference on Computers, Software, and Applications (COMPSAC). pp. 509-514, Izmir, Turkey, Jul. 16-20, 2012. Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael R. Lyu, and Hua Cai. Localizing Root Causes of Performance Anomalies in Cloud Computing Systems by Analyzing Request Trace Logs. Science China: Information Sciences. Vol. 55, No. 12, pp. 2757-2773, December, 2012. Junjie Xiong, Edith Ngai, Yangfan Zhou, and Michael R. Lyu. RealProct: Reliable Protocol Conformance Testing with Real Nodes for Wireless Sensor Networks. In Proc. of the IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom). November 2011. Yu Kang, Yangfan Zhou, Zibin Zheng, and Michael R. Lyu. A User Experience- based Cloud Service Redeployment Mechanism, In Proc. of the 4th IEEE International Conference on Cloud Computing (Cloud). Washington, DC, USA, July 2011. Haibo Mi, Huaimin Wang, Gang Yin, Hua Cai, Qi Zhou, Tingtao Sun, and Yangfan Zhou. Magnifier: Online Detection of Performance Problems in Large-Scale Cloud Computing Systems, In Proc. of the 8th IEEE International Conference on Service Computing (SCC). Washington, DC, USA, July 2011. 米海波, 王怀民, 尹刚, 史殿习, 周扬帆, 袁霖. 一种面向虚拟化数字中心资源按需重配置方法. 软件学报, 22(9):2193-2205, 2011. 米海波, 王怀民, 蔡华, 尹刚, 周琦, 孙廷韬, 周扬帆. 面向云计算平台的层次化性能问题诊断方法. 通信学报, 32(7):114~124, 2011. Yangfan Zhou, Xinyu Chen, Michael R. Lyu, and Jiangchuan Liu. Sentomist: Unveiling Transient Sensor Network Bugs via Symptom Mining, In Proc. of the 30th International Conference on Distributed Computing Systems (ICDCS), Genoa, Italy, June 2010, pp. 784-794. Edith C.-H. Ngai, Yangfan Zhou, Michael R. Lyu, and Jiangchuan Liu. A Delay-Aware Reliable Event Reporting Framework for Wireless Sensor-Actuator Networks, Ad Hoc Networks, Vol. 8, No. 7, 2010, pp. 694-707. Haibo Mi, Huaimin Wang, Gang Yin, Yangfan Zhou, Dianxi Shi, and Lin Yuan. Online Self-reconfiguration with Performance Guarantee for Energy-efficient Large-scale Cloud Computing Data Centers, In Proc. of the 7th International Conference on Services Computing (SCC). Miami, FL, USA, July 2010. Yangfan Zhou, Junjie Xiong, Michael R. Lyu, Jiangchuan Liu, and Kam-Wing Ng. Energy-efficient On-demand Active Contour Service for Sensor Networks, In Proc. of the 6th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS). October 2009. Yangfan Zhou, Michael R. Lyu, and Jiangchuan Liu. Surviving Holes and Barriers in Geographic Data Reporting for Wireless Sensor Networks, In Proc. of the 6th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS). October 2009. Yangfan Zhou, Michael R. Lyu, and Jiangchuan Liu. On Sensor Network Reconfiguration for Downtime-Free System Migration, ACM/Springer Mobile Networks and Applications, Vol. 14, No. 2, pp. 241-252, April 2009. Yangfan Zhou, Michael R. Lyu, and Jiangchuan Liu. On Sensor Network Reconfiguration Problem for Downtime-Free System Migrations, In Proc. of the 5th ICST International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine), July 2008. Yangfan Zhou, Michael R. Lyu, and Jiangchuan Liu. An Index-Based Sensor-Grouping Mechanism for Field Coverage Wireless Sensor Networks, In Proc. of the IEEE International Conference on Communications (ICC), May 2008. Edith C.-H. Ngai, Yangfan Zhou, Michael R. Lyu, and Jiangchuan Liu. LOFT: A Latency-Oriented Fault Tolerant Transport Protocol for Wireless Sensor-Actuator Networks, In Proc. of the IEEE Global Communications Conference (GlobeCom), Washington, DC, USA, November 2007. Yangfan Zhou, Edith C.-H. Ngai, Michael R. Lyu, and Jiangchuan Liu. POWER-SPEED: A Power-Controlled Real-Time Data Transport Protocol for Wireless Sensor-Actuator Networks, In Proc. of the IEEE Wireless Communications and Networking Conference (WCNC), March 2007. Yangfan Zhou and Michael R. Lyu. An Energy-Efficient Mechanism for Self-Monitoring Sensor Web, In Proc. of the 28th IEEE Aerospace Conference, Big Sky, MT, USA, March 2007. Edith. C.-H. Ngai, Yangfan Zhou, Michael R. Lyu, and Jiangchuan Liu. Reliable Reporting of Delay-Sensitive Events in Wireless Sensor-Actuator Networks, In Proc. of the 3rd IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS), Vancouver, Canada, October 2006. Yangfan Zhou, Haixuan Yang, Michael R. Lyu, and Edith C.-H. Ngai. A Point-Distribution Index And Its Application to Sensor Grouping in Wireless Sensor Networks, In Proc. of the ACM International Wireless Communications and Mobile Computing Conference (IWCMC), Vancouver, Canada, July 2006. Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, and Hui Wang. PORT: A Price-Oriented Reliable Transport Protocol for Wireless Sensor Networks, In Proc. of the 16th IEEE International Symposium on Software Reliability Engineering (ISSRE), Chicago, IL, USA, November 2005. Yangfan Zhou, Michael R. Lyu, and Jiangchuan Liu. On Setting up Energy-Efficient Paths with Transmitter Power Control in Wireless Sensor Networks, In Proc. of the 2nd IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS), Washington, DC, USA, November 2005.

个人简介

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