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Software Analytics

出版物

表示方法:

- Incident-aware Duplicate Ticket Aggregation for Cloud Systems
  
  Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin 林庆维, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu
  
  ICSE 2023 | May 2023
  
  DOI Publication PDF プロジェクトプロジェクト
- An Empirical Study of Log Analysis at Microsoft
  
  Shilin He, Xu Zhang, Pinjia He, Yong Xu, Liqun Li, Yu Kang, Minghua Ma, Yining Wei, Yingnong Dang, Saravan Rajmohan, Qingwei Lin 林庆维
  
  2022 Foundations of Software Engineering (FSE) | November 2022
  
  Publication プロジェクトプロジェクト
- SPINE: A Scalable Log Parser with Feedback Guidance
  
  Xuheng Wang, Xu Zhang, Liqun Li, Shilin He, Hongyu Zhang, Yudong Liu, Lingling Zheng, Yu Kang, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
  
  2022 Foundations of Software Engineering (FSE) | July 2022
  
  SIGSOFT Distinguished Paper Award
  
  Publication プロジェクトプロジェクト
- FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining
  
  Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication プロジェクト
- HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
  
  Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication プロジェクト
- TUTA: Tree-based Transformers for Generally Structured Table Pre-training
  
  Zhiruo Wang, Haoyu Dong, Ran Jia (raji), Jia Li, Zhiyi Fu, Shi Han (shihan), Dongmei Zhang (dongmeiz)
  
  KDD | August 2021
  
  Publication プロジェクト
- On the Evaluation of Commit Message Generation Models: An Experimental Study
  
  Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang
  
  Proceedings of IEEE International Conference on Software Maintenance and Evolution (ICSME ’21) | July 2021
  
  Publication
- Semantic Table Structure Identification in Spreadsheets
  
  Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Ye Dan
  
  ISSTA | July 2021
  
  Author's Version プロジェクト
- Structure-aware Pre-training for Table Understanding with Tree-based Transformers
  
  Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang
  
  arXiv | October 2020
  
  Publication プロジェクト
- Neural Formatting for Spreadsheet Tables
  
  Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang
  
  CIKM’20 (among five best paper nominees in full research track) | October 2020
  
  DOI プロジェクト
- Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture
  
  Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang
  
  CIKM’20 (applied research track) | October 2020
  
  DOI プロジェクト
- CoCoGUM: Contextual Code Summarization with Multi-Relational GNN on UMLs
  
  Yanlin Wang, Lun Du, Ensheng Shi, Yuxuan Hu, Shi Han, Dongmei Zhang
  
  MSR-TR-2020-16 | May 2020
  
  Microsoft による投稿
  
  Publication
- Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach
  
  Lun Du, Qingqing Long, Yiming Wang, Guojie Song, Yilun Jin, Wei Lin
  
  CIKM | November 2019
  
  Best Research Paper Runner-Up
  
  Publication
- SARA: Self-Replay Augmented Record and Replay for Android in Industrial Cases
  
  Jiaqi GUO, Shuyue LI, Jian-Guang Lou, Zijiang YANG, Ting LIU
  
  ISSTA19 | July 2019
  
  Publication
- QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data
  
  Rui Ding, Shi Han, Yong Xu, Haidong Zhang, Dongmei Zhang
  
  Proceedings of the 2019 ACM International Conference on Management of Data (SIGMOD’19 industrial track) | June 2019
  
  Publication DOI プロジェクト
- AIOps: Real-World Challenges and Research Innovations
  
  Yingnong Dang, Qingwei Lin 林庆维, Peng Huang
  
  ICSE’19, Technical Briefings | June 2019
  
  Publication
- Outage Prediction and Diagnosis for Cloud Service Systems
  
  Yujun Chen, Xian Yang, Qingwei Lin 林庆维, Hongyu Zhang, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang, Hang Dong, Yong Xu, Hao Li, Yu Kang
  
  2019 The Web Conference | May 2019
  
  PDF DOI
- SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications
  
  Zexuan Zhong, Jiaqi Guo, Wei Yang, Jian Peng, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang
  
  EMNP’18 | November 2018
  
  Publication
- Precise Condition Synthesis for Program Repair
  
  Yingfei Xiong, Jie Wang, Runfa Yan, Jiachen Zhang, Shi Han, Gang Huang, Lu Zhang
  
  ICSE ’17 Proceedings of the 39th International Conference on Software Engineering | May 2017
  
  ISBN: 978-1-5386-3868-2
  
  公開日公開日公開日
- Extracting Top-K Insights from Multi-dimensional Data
  
  Bo Tang, Shi Han, Man Lung Yiu, Rui Ding, Dongmei Zhang
  
  Proceedings of the 2017 ACM International Conference on Management of Data (SIGMOD’17) | May 2017
  
  PDF DOI プロジェクト
- Systematically Debugging IoT Control System Correctness for Building Automation
  
  Chieh-Jan Mike Liang, Lei Bu, Zhao Lucis Li, Junbei Zhang, Shi Han, Börje F. Karlsson, Dongmei Zhang, Feng Zhao
  
  BuildSys (ACM Conference on Systems for Energy-Efficient Built Environments) | November 2016
  
  Publication
- How to Tame Your Online Services
  
  Qingwei Lin 林庆维, …
  
  Perspectives in Data Science for SE | 2016
  
  Publication
- iDice: Problem Identification for Emerging Issues
  
  Qingwei Lin 林庆维, Jian-Guang Lou, Hongyu Zhang, Dongmei Zhang
  
  ICSE 2016 | January 2016
  
  Publication
- Log Clustering based Problem Identification for Online Service Systems
  
  Qingwei Lin 林庆维, Hongyu Zhang, Jian-Guang Lou, Yu Zhang, Xuewei CHEN
  
  SEIP, ICSE | January 2016
  
  Publication
- Uncovering JavaScript Performance Code Smells Relevant to Type Mutations
  
  Xiao Xiao, Shi Han, Charles Zhang, Dongmei Zhang
  
  Proceedings of the 13th Asian Symposium on Programming Languages and Systems (APLAS 2015) | November 2015
  
  ISBN: 978-3-319-26528-5
  
  公開日公開日
- YADING: Fast Clustering of Large-Scale Time Series Data
  
  Rui Ding, Qiang Wang, Yingnong Dang, Qiang Fu, Haidong Zhang, Dongmei Zhang
  
  August 2015
  
  公開日
- CodeHow: Effective Code Search based on API Understanding and Extended Boolean Model
  
  Fei LV, hongyu zhang, Jian-Guang Lou, Shaowei WANG, Dongmei Zhang, Jianjun ZHAO, jianjun zhao
  
  Automated Software Engineering (ASE2015) | August 2015
  
  Author's Version
- Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis
  
  Rui Ding, …, Qingwei Lin 林庆维, …
  
  USENIX ATC | July 2015
  
  Publication
- An Empirical Study on Quality Issues of Production Big Data Platform
  
  Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
  
  ICSE 2015 | May 2015
  
  The 37th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
  
  Publication DOI
- Learning to Log: Helping Developers Make Informed Logging Decisions
  
  Jieming Zhu, Pinjia He, Qiang Fu, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang
  
  May 2015
  
  公開日
- Querying Sequential Software Engineering Data
  
  Chengnian Sun, Haidong Zhang, Jian-Guang Lou, Hongyu Zhang, Qiang Wang, Dongmei Zhang
  
  November 2014
  
  公開日
- SymCrash: Selective Recording for Reproducing Crashes
  
  Yu Cao, Hongyu Zhang, Sun Ding
  
  September 2014
  
  公開日
- CrashLocator: Locating Crashing Faults Based on Crash Stacks
  
  Rongxin Wu, Hongyu Zhang, Shing-Chi Cheung, Sunghun Kim
  
  ISSTA 2014 | July 2014
  
  公開日
- Correlating Events with Time Series for Incident Diagnosis
  
  Chen Luo, Jian-Guang Lou, Qingwei Lin 林庆维, Qiang Fu, Justin Ding, Dongmei Zhang, Zhe Wang
  
  SigKDD’14 | July 2014
  
  Publication
- Identifying Recurrent and Unknown Performance Issues
  
  Jian-Guang LOU, Meng-Hui Lim, Jian-Guang LOU, Qingwei Lin 林庆维, …
  
  ICDM | July 2014
  
  Publication
- Mining Historical Issue Repositories to Heal Large-Scale Online Service Systems
  
  Rui Ding, …, Qingwei Lin 林庆维, …
  
  DSN | July 2014
  
  Publication
- Where Do Developers Log? An Empirical Study on Logging Practices in Industry
  
  Qiang Fu, …, Qingwei Lin 林庆维, …
  
  ICSE 2014 | July 2014
  
  Publication
- Comprehending Performance from Real-World Execution Traces: A Device-Driver Case
  
  Xiao Yu, Shi Han, Dongmei Zhang, Tao Xie
  
  ASPLOS 2014 | March 2014
  
  公開日
- Common Causes and Mitigations of Service Quality Issues in Big Data Computing
  
  Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
  
  MSR-TR-2014-34 | March 2014
  
  Microsoft による投稿
  
  Publication
- Software Analytics for Incident Management of Online Services: An Experience Report
  
  Jian-Guang Lou, Qingwei Lin 林庆维, …
  
  ASE | November 2013
  
  Publication
- Software Analytics in Practice
  
  Dongmei Zhang, Shi Han, Yingnong Dang, Jian-Guang Lou, Haidong Zhang, Tao Xie
  
  IEEE Software, Special Issue on the Many Faces of Software Analytics | October 2013
  
  公開日
- Context-Sensitive Delta Inference for Identifying Workload-Dependent Performance Bottlenecks
  
  Xusheng Xiao, Shi Han, Tao Xie, Dongmei Zhang
  
  ISSTA 2013 | July 2013
  
  公開日
- Contextual Analysis of Program Logs for Understanding System Behaviors
  
  Qiang Fu, Jian-Guang Lou, Qingwei Lin 林庆维, Rui Ding, Dongmei Zhang, Tao Xie
  
  MSR 2013 | May 2013
  
  公開日
- Mining Succinct and High-Coverage API Usage Patterns from Source Code
  
  Jue Wang, Yingnong Dang, Hongyu Zhang, Kai Chen, Tao Xie, Dongmei Zhang
  
  May 2013
  
  公開日
- XIAO: Tuning Code Clones at Hands of Engineers in Practice
  
  Yingnong Dang, Dongmei Zhang, Song Ge, Chengyun Chu, Yingjun Qiu, Tao Xie
  
  December 2012
  
  公開日
- How Do Software Engineers Understand Code Changes? An Exploratory Study in Industry
  
  Yida Tao, Yingnong Dang, Tao Xie, Dongmei Zhang, Sunghun Kim
  
  November 2012
  
  公開日
- Healing Online Service Systems via Mining Historical Issue Repositories
  
  Rui Ding, …, Qingwei Lin 林庆维, …
  
  ASE 2012 | July 2012
  
  Publication
- Performance Debugging in the Large via Mining Millions of Stack Traces
  
  Shi Han, Yingnong Dang, Song Ge, Dongmei Zhang, Tao Xie
  
  June 2012
  
  公開日
- ReBucket – A Method for Clustering Duplicate Crash Reports based on Call Stack Similarity
  
  Yingnong Dang, Rongxin Wu, Hongyu Zhang, Dongmei Zhang, Peter Nobel
  
  June 2012
  
  公開日
- Teaching and Training for Software Analytics
  
  Dongmei Zhang, Yingnong Dang, Shi Han, Tao Xie
  
  Proceedings of the 25th IEEE Conference on Software Engineering Education and Training (CSEE&T 2012) | April 2012
  
  ISBN: 978-1-4673-1592-0
  
  公開日公開日
- Performance Issue Diagnosis for Online Service Systems
  
  Qiang Fu, …, Qingwei Lin 林庆维, …
  
  the 31st International Symposium on Reliable Distributed Systems (SRDS’12) | January 2012
  
  Publication
- Software Analytics as a Learning Case in Practice: Approaches and Experiences
  
  Dongmei Zhang, Yingnong Dang, Jian-Guang Lou, Shi Han, Haidong Zhang, Tao Xie
  
  November 2011
  
  公開日
- Code Clone Detection Experience at Microsoft
  
  Yingnong Dang, Dongmei Zhang
  
  Proceedings of the 5th International Workshop on Software Clones | May 2011
  
  公開日
- Mining Program Workflow from Interleaved Traces
  
  Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li, Bin Wu
  
  July 2010
  
  公開日
- Mining Invariants from Console Logs for System Problem Detection
  
  Jian-Guang Lou, Qiang Fu, Shengqi Yang, Ye Xu, Jiang Li
  
  June 2010
  
  公開日
- Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis
  
  Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li
  
  ICDM 2009 | December 2009
  
  公開日
- A Unified Framework for Recognizing Handwritten Chemical Expressions
  
  Ming Chang, Shi Han, Dongmei Zhang
  
  Proceedings of the 10th International Conference on Document Analysis and Recognition (ICDAR 2009) | July 2009
  
  ISBN: 978-0-7695-3725-2
  
  公開日公開日
- Systematic Multi-Path HMM Topology Design for Online Handwriting Recognition of East Asian Characters
  
  Shi Han, Ming Chang, Yu Zou, Xinjian Chen, Dongmei Zhang
  
  Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007) | September 2007
  
  ISBN: 978-0-7695-2822-9
  
  公開日公開日

- Incident-aware Duplicate Ticket Aggregation for Cloud Systems
  
  Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin 林庆维, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu
  
  ICSE 2023 | May 2023
  
  DOI Publication PDF プロジェクトプロジェクト
- An Empirical Study of Log Analysis at Microsoft
  
  Shilin He, Xu Zhang, Pinjia He, Yong Xu, Liqun Li, Yu Kang, Minghua Ma, Yining Wei, Yingnong Dang, Saravan Rajmohan, Qingwei Lin 林庆维
  
  2022 Foundations of Software Engineering (FSE) | November 2022
  
  Publication プロジェクトプロジェクト
- SPINE: A Scalable Log Parser with Feedback Guidance
  
  Xuheng Wang, Xu Zhang, Liqun Li, Shilin He, Hongyu Zhang, Yudong Liu, Lingling Zheng, Yu Kang, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
  
  2022 Foundations of Software Engineering (FSE) | July 2022
  
  SIGSOFT Distinguished Paper Award
  
  Publication プロジェクトプロジェクト
- FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining
  
  Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication プロジェクト
- HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
  
  Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication プロジェクト
- TUTA: Tree-based Transformers for Generally Structured Table Pre-training
  
  Zhiruo Wang, Haoyu Dong, Ran Jia (raji), Jia Li, Zhiyi Fu, Shi Han (shihan), Dongmei Zhang (dongmeiz)
  
  KDD | August 2021
  
  Publication プロジェクト
- Semantic Table Structure Identification in Spreadsheets
  
  Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Ye Dan
  
  ISSTA | July 2021
  
  Author's Version プロジェクト
- Structure-aware Pre-training for Table Understanding with Tree-based Transformers
  
  Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang
  
  arXiv | October 2020
  
  Publication プロジェクト
- Neural Formatting for Spreadsheet Tables
  
  Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang
  
  CIKM’20 (among five best paper nominees in full research track) | October 2020
  
  DOI プロジェクト
- Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture
  
  Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang
  
  CIKM’20 (applied research track) | October 2020
  
  DOI プロジェクト
- Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach
  
  Lun Du, Qingqing Long, Yiming Wang, Guojie Song, Yilun Jin, Wei Lin
  
  CIKM | November 2019
  
  Best Research Paper Runner-Up
  
  Publication
- QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data
  
  Rui Ding, Shi Han, Yong Xu, Haidong Zhang, Dongmei Zhang
  
  Proceedings of the 2019 ACM International Conference on Management of Data (SIGMOD’19 industrial track) | June 2019
  
  Publication DOI プロジェクト
- AIOps: Real-World Challenges and Research Innovations
  
  Yingnong Dang, Qingwei Lin 林庆维, Peng Huang
  
  ICSE’19, Technical Briefings | June 2019
  
  Publication
- Outage Prediction and Diagnosis for Cloud Service Systems
  
  Yujun Chen, Xian Yang, Qingwei Lin 林庆维, Hongyu Zhang, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang, Hang Dong, Yong Xu, Hao Li, Yu Kang
  
  2019 The Web Conference | May 2019
  
  PDF DOI
- How to Tame Your Online Services
  
  Qingwei Lin 林庆维, …
  
  Perspectives in Data Science for SE | 2016
  
  Publication
- A Unified Framework for Recognizing Handwritten Chemical Expressions
  
  Ming Chang, Shi Han, Dongmei Zhang
  
  Proceedings of the 10th International Conference on Document Analysis and Recognition (ICDAR 2009) | July 2009
  
  ISBN: 978-0-7695-3725-2
  
  公開日公開日
- Systematic Multi-Path HMM Topology Design for Online Handwriting Recognition of East Asian Characters
  
  Shi Han, Ming Chang, Yu Zou, Xinjian Chen, Dongmei Zhang
  
  Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007) | September 2007
  
  ISBN: 978-0-7695-2822-9
  
  公開日公開日
- Incident-aware Duplicate Ticket Aggregation for Cloud Systems
  
  Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin 林庆维, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu
  
  ICSE 2023 | May 2023
  
  DOI Publication PDF プロジェクトプロジェクト
- An Empirical Study of Log Analysis at Microsoft
  
  Shilin He, Xu Zhang, Pinjia He, Yong Xu, Liqun Li, Yu Kang, Minghua Ma, Yining Wei, Yingnong Dang, Saravan Rajmohan, Qingwei Lin 林庆维
  
  2022 Foundations of Software Engineering (FSE) | November 2022
  
  Publication プロジェクトプロジェクト
- SPINE: A Scalable Log Parser with Feedback Guidance
  
  Xuheng Wang, Xu Zhang, Liqun Li, Shilin He, Hongyu Zhang, Yudong Liu, Lingling Zheng, Yu Kang, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
  
  2022 Foundations of Software Engineering (FSE) | July 2022
  
  SIGSOFT Distinguished Paper Award
  
  Publication プロジェクトプロジェクト
- On the Evaluation of Commit Message Generation Models: An Experimental Study
  
  Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang
  
  Proceedings of IEEE International Conference on Software Maintenance and Evolution (ICSME ’21) | July 2021
  
  Publication
- Semantic Table Structure Identification in Spreadsheets
  
  Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Ye Dan
  
  ISSTA | July 2021
  
  Author's Version プロジェクト
- CoCoGUM: Contextual Code Summarization with Multi-Relational GNN on UMLs
  
  Yanlin Wang, Lun Du, Ensheng Shi, Yuxuan Hu, Shi Han, Dongmei Zhang
  
  MSR-TR-2020-16 | May 2020
  
  Microsoft による投稿
  
  Publication
- SARA: Self-Replay Augmented Record and Replay for Android in Industrial Cases
  
  Jiaqi GUO, Shuyue LI, Jian-Guang Lou, Zijiang YANG, Ting LIU
  
  ISSTA19 | July 2019
  
  Publication
- AIOps: Real-World Challenges and Research Innovations
  
  Yingnong Dang, Qingwei Lin 林庆维, Peng Huang
  
  ICSE’19, Technical Briefings | June 2019
  
  Publication
- Outage Prediction and Diagnosis for Cloud Service Systems
  
  Yujun Chen, Xian Yang, Qingwei Lin 林庆维, Hongyu Zhang, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang, Hang Dong, Yong Xu, Hao Li, Yu Kang
  
  2019 The Web Conference | May 2019
  
  PDF DOI
- Precise Condition Synthesis for Program Repair
  
  Yingfei Xiong, Jie Wang, Runfa Yan, Jiachen Zhang, Shi Han, Gang Huang, Lu Zhang
  
  ICSE ’17 Proceedings of the 39th International Conference on Software Engineering | May 2017
  
  ISBN: 978-1-5386-3868-2
  
  公開日公開日公開日
- How to Tame Your Online Services
  
  Qingwei Lin 林庆维, …
  
  Perspectives in Data Science for SE | 2016
  
  Publication
- Log Clustering based Problem Identification for Online Service Systems
  
  Qingwei Lin 林庆维, Hongyu Zhang, Jian-Guang Lou, Yu Zhang, Xuewei CHEN
  
  SEIP, ICSE | January 2016
  
  Publication
- iDice: Problem Identification for Emerging Issues
  
  Qingwei Lin 林庆维, Jian-Guang Lou, Hongyu Zhang, Dongmei Zhang
  
  ICSE 2016 | January 2016
  
  Publication
- Uncovering JavaScript Performance Code Smells Relevant to Type Mutations
  
  Xiao Xiao, Shi Han, Charles Zhang, Dongmei Zhang
  
  Proceedings of the 13th Asian Symposium on Programming Languages and Systems (APLAS 2015) | November 2015
  
  ISBN: 978-3-319-26528-5
  
  公開日公開日
- CodeHow: Effective Code Search based on API Understanding and Extended Boolean Model
  
  Fei LV, hongyu zhang, Jian-Guang Lou, Shaowei WANG, Dongmei Zhang, Jianjun ZHAO, jianjun zhao
  
  Automated Software Engineering (ASE2015) | August 2015
  
  Author's Version
- Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis
  
  Rui Ding, …, Qingwei Lin 林庆维, …
  
  USENIX ATC | July 2015
  
  Publication
- An Empirical Study on Quality Issues of Production Big Data Platform
  
  Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
  
  ICSE 2015 | May 2015
  
  The 37th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
  
  Publication DOI
- Querying Sequential Software Engineering Data
  
  Chengnian Sun, Haidong Zhang, Jian-Guang Lou, Hongyu Zhang, Qiang Wang, Dongmei Zhang
  
  November 2014
  
  公開日
- SymCrash: Selective Recording for Reproducing Crashes
  
  Yu Cao, Hongyu Zhang, Sun Ding
  
  September 2014
  
  公開日
- CrashLocator: Locating Crashing Faults Based on Crash Stacks
  
  Rongxin Wu, Hongyu Zhang, Shing-Chi Cheung, Sunghun Kim
  
  ISSTA 2014 | July 2014
  
  公開日
- Where Do Developers Log? An Empirical Study on Logging Practices in Industry
  
  Qiang Fu, …, Qingwei Lin 林庆维, …
  
  ICSE 2014 | July 2014
  
  Publication
- Mining Historical Issue Repositories to Heal Large-Scale Online Service Systems
  
  Rui Ding, …, Qingwei Lin 林庆维, …
  
  DSN | July 2014
  
  Publication
- Identifying Recurrent and Unknown Performance Issues
  
  Jian-Guang LOU, Meng-Hui Lim, Jian-Guang LOU, Qingwei Lin 林庆维, …
  
  ICDM | July 2014
  
  Publication
- Correlating Events with Time Series for Incident Diagnosis
  
  Chen Luo, Jian-Guang Lou, Qingwei Lin 林庆维, Qiang Fu, Justin Ding, Dongmei Zhang, Zhe Wang
  
  SigKDD’14 | July 2014
  
  Publication
- Comprehending Performance from Real-World Execution Traces: A Device-Driver Case
  
  Xiao Yu, Shi Han, Dongmei Zhang, Tao Xie
  
  ASPLOS 2014 | March 2014
  
  公開日
- Common Causes and Mitigations of Service Quality Issues in Big Data Computing
  
  Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
  
  MSR-TR-2014-34 | March 2014
  
  Microsoft による投稿
  
  Publication
- Software Analytics for Incident Management of Online Services: An Experience Report
  
  Jian-Guang Lou, Qingwei Lin 林庆维, …
  
  ASE | November 2013
  
  Publication
- Software Analytics in Practice
  
  Dongmei Zhang, Shi Han, Yingnong Dang, Jian-Guang Lou, Haidong Zhang, Tao Xie
  
  IEEE Software, Special Issue on the Many Faces of Software Analytics | October 2013
  
  公開日
- Context-Sensitive Delta Inference for Identifying Workload-Dependent Performance Bottlenecks
  
  Xusheng Xiao, Shi Han, Tao Xie, Dongmei Zhang
  
  ISSTA 2013 | July 2013
  
  公開日
- Contextual Analysis of Program Logs for Understanding System Behaviors
  
  Qiang Fu, Jian-Guang Lou, Qingwei Lin 林庆维, Rui Ding, Dongmei Zhang, Tao Xie
  
  MSR 2013 | May 2013
  
  公開日
- Mining Succinct and High-Coverage API Usage Patterns from Source Code
  
  Jue Wang, Yingnong Dang, Hongyu Zhang, Kai Chen, Tao Xie, Dongmei Zhang
  
  May 2013
  
  公開日
- XIAO: Tuning Code Clones at Hands of Engineers in Practice
  
  Yingnong Dang, Dongmei Zhang, Song Ge, Chengyun Chu, Yingjun Qiu, Tao Xie
  
  December 2012
  
  公開日
- How Do Software Engineers Understand Code Changes? An Exploratory Study in Industry
  
  Yida Tao, Yingnong Dang, Tao Xie, Dongmei Zhang, Sunghun Kim
  
  November 2012
  
  公開日
- Healing Online Service Systems via Mining Historical Issue Repositories
  
  Rui Ding, …, Qingwei Lin 林庆维, …
  
  ASE 2012 | July 2012
  
  Publication
- ReBucket – A Method for Clustering Duplicate Crash Reports based on Call Stack Similarity
  
  Yingnong Dang, Rongxin Wu, Hongyu Zhang, Dongmei Zhang, Peter Nobel
  
  June 2012
  
  公開日
- Performance Debugging in the Large via Mining Millions of Stack Traces
  
  Shi Han, Yingnong Dang, Song Ge, Dongmei Zhang, Tao Xie
  
  June 2012
  
  公開日
- Teaching and Training for Software Analytics
  
  Dongmei Zhang, Yingnong Dang, Shi Han, Tao Xie
  
  Proceedings of the 25th IEEE Conference on Software Engineering Education and Training (CSEE&T 2012) | April 2012
  
  ISBN: 978-1-4673-1592-0
  
  公開日公開日
- Performance Issue Diagnosis for Online Service Systems
  
  Qiang Fu, …, Qingwei Lin 林庆维, …
  
  the 31st International Symposium on Reliable Distributed Systems (SRDS’12) | January 2012
  
  Publication
- Software Analytics as a Learning Case in Practice: Approaches and Experiences
  
  Dongmei Zhang, Yingnong Dang, Jian-Guang Lou, Shi Han, Haidong Zhang, Tao Xie
  
  November 2011
  
  公開日
- Code Clone Detection Experience at Microsoft
  
  Yingnong Dang, Dongmei Zhang
  
  Proceedings of the 5th International Workshop on Software Clones | May 2011
  
  公開日
- Mining Program Workflow from Interleaved Traces
  
  Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li, Bin Wu
  
  July 2010
  
  公開日
- Mining Invariants from Console Logs for System Problem Detection
  
  Jian-Guang Lou, Qiang Fu, Shengqi Yang, Ye Xu, Jiang Li
  
  June 2010
  
  公開日
- Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis
  
  Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li
  
  ICDM 2009 | December 2009
  
  公開日
- Incident-aware Duplicate Ticket Aggregation for Cloud Systems
  
  Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin 林庆维, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu
  
  ICSE 2023 | May 2023
  
  DOI Publication PDF プロジェクトプロジェクト
- SPINE: A Scalable Log Parser with Feedback Guidance
  
  Xuheng Wang, Xu Zhang, Liqun Li, Shilin He, Hongyu Zhang, Yudong Liu, Lingling Zheng, Yu Kang, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
  
  2022 Foundations of Software Engineering (FSE) | July 2022
  
  SIGSOFT Distinguished Paper Award
  
  Publication プロジェクトプロジェクト
- AIOps: Real-World Challenges and Research Innovations
  
  Yingnong Dang, Qingwei Lin 林庆维, Peng Huang
  
  ICSE’19, Technical Briefings | June 2019
  
  Publication
- Outage Prediction and Diagnosis for Cloud Service Systems
  
  Yujun Chen, Xian Yang, Qingwei Lin 林庆维, Hongyu Zhang, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang, Hang Dong, Yong Xu, Hao Li, Yu Kang
  
  2019 The Web Conference | May 2019
  
  PDF DOI
- How to Tame Your Online Services
  
  Qingwei Lin 林庆维, …
  
  Perspectives in Data Science for SE | 2016
  
  Publication
- YADING: Fast Clustering of Large-Scale Time Series Data
  
  Rui Ding, Qiang Wang, Yingnong Dang, Qiang Fu, Haidong Zhang, Dongmei Zhang
  
  August 2015
  
  公開日
- Learning to Log: Helping Developers Make Informed Logging Decisions
  
  Jieming Zhu, Pinjia He, Qiang Fu, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang
  
  May 2015
  
  公開日
- Incident-aware Duplicate Ticket Aggregation for Cloud Systems
  
  Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin 林庆维, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu
  
  ICSE 2023 | May 2023
  
  DOI Publication PDF プロジェクトプロジェクト
- SPINE: A Scalable Log Parser with Feedback Guidance
  
  Xuheng Wang, Xu Zhang, Liqun Li, Shilin He, Hongyu Zhang, Yudong Liu, Lingling Zheng, Yu Kang, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
  
  2022 Foundations of Software Engineering (FSE) | July 2022
  
  SIGSOFT Distinguished Paper Award
  
  Publication プロジェクトプロジェクト
- HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
  
  Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication プロジェクト
- TUTA: Tree-based Transformers for Generally Structured Table Pre-training
  
  Zhiruo Wang, Haoyu Dong, Ran Jia (raji), Jia Li, Zhiyi Fu, Shi Han (shihan), Dongmei Zhang (dongmeiz)
  
  KDD | August 2021
  
  Publication プロジェクト
- Neural Formatting for Spreadsheet Tables
  
  Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang
  
  CIKM’20 (among five best paper nominees in full research track) | October 2020
  
  DOI プロジェクト
- Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture
  
  Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang
  
  CIKM’20 (applied research track) | October 2020
  
  DOI プロジェクト
- QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data
  
  Rui Ding, Shi Han, Yong Xu, Haidong Zhang, Dongmei Zhang
  
  Proceedings of the 2019 ACM International Conference on Management of Data (SIGMOD’19 industrial track) | June 2019
  
  Publication DOI プロジェクト
- AIOps: Real-World Challenges and Research Innovations
  
  Yingnong Dang, Qingwei Lin 林庆维, Peng Huang
  
  ICSE’19, Technical Briefings | June 2019
  
  Publication
- Outage Prediction and Diagnosis for Cloud Service Systems
  
  Yujun Chen, Xian Yang, Qingwei Lin 林庆维, Hongyu Zhang, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang, Hang Dong, Yong Xu, Hao Li, Yu Kang
  
  2019 The Web Conference | May 2019
  
  PDF DOI
- Extracting Top-K Insights from Multi-dimensional Data
  
  Bo Tang, Shi Han, Man Lung Yiu, Rui Ding, Dongmei Zhang
  
  Proceedings of the 2017 ACM International Conference on Management of Data (SIGMOD’17) | May 2017
  
  PDF DOI プロジェクト
- How to Tame Your Online Services
  
  Qingwei Lin 林庆维, …
  
  Perspectives in Data Science for SE | 2016
  
  Publication
- Incident-aware Duplicate Ticket Aggregation for Cloud Systems
  
  Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin 林庆维, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu
  
  ICSE 2023 | May 2023
  
  DOI Publication PDF プロジェクトプロジェクト
- SPINE: A Scalable Log Parser with Feedback Guidance
  
  Xuheng Wang, Xu Zhang, Liqun Li, Shilin He, Hongyu Zhang, Yudong Liu, Lingling Zheng, Yu Kang, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
  
  2022 Foundations of Software Engineering (FSE) | July 2022
  
  SIGSOFT Distinguished Paper Award
  
  Publication プロジェクトプロジェクト
- Systematically Debugging IoT Control System Correctness for Building Automation
  
  Chieh-Jan Mike Liang, Lei Bu, Zhao Lucis Li, Junbei Zhang, Shi Han, Börje F. Karlsson, Dongmei Zhang, Feng Zhao
  
  BuildSys (ACM Conference on Systems for Energy-Efficient Built Environments) | November 2016
  
  Publication
- An Empirical Study on Quality Issues of Production Big Data Platform
  
  Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
  
  ICSE 2015 | May 2015
  
  The 37th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
  
  Publication DOI
- Common Causes and Mitigations of Service Quality Issues in Big Data Computing
  
  Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
  
  MSR-TR-2014-34 | March 2014
  
  Microsoft による投稿
  
  Publication
- FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining
  
  Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication プロジェクト
- SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications
  
  Zexuan Zhong, Jiaqi Guo, Wei Yang, Jian Peng, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang
  
  EMNP’18 | November 2018
  
  Publication
- HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
  
  Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication プロジェクト
- CodeHow: Effective Code Search based on API Understanding and Extended Boolean Model
  
  Fei LV, hongyu zhang, Jian-Guang Lou, Shaowei WANG, Dongmei Zhang, Jianjun ZHAO, jianjun zhao
  
  Automated Software Engineering (ASE2015) | August 2015
  
  Author's Version

- Incident-aware Duplicate Ticket Aggregation for Cloud Systems
  
  Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin 林庆维, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu
  
  ICSE 2023 | May 2023
  
  DOI Publication PDF プロジェクトプロジェクト
- An Empirical Study of Log Analysis at Microsoft
  
  Shilin He, Xu Zhang, Pinjia He, Yong Xu, Liqun Li, Yu Kang, Minghua Ma, Yining Wei, Yingnong Dang, Saravan Rajmohan, Qingwei Lin 林庆维
  
  2022 Foundations of Software Engineering (FSE) | November 2022
  
  Publication プロジェクトプロジェクト
- SPINE: A Scalable Log Parser with Feedback Guidance
  
  Xuheng Wang, Xu Zhang, Liqun Li, Shilin He, Hongyu Zhang, Yudong Liu, Lingling Zheng, Yu Kang, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang
  
  2022 Foundations of Software Engineering (FSE) | July 2022
  
  SIGSOFT Distinguished Paper Award
  
  Publication プロジェクトプロジェクト
- FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining
  
  Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication プロジェクト
- HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
  
  Zhoujun Cheng, Haoyu Dong, Zhiruo Wang, Ran Jia, Jiaqi Guo, Yan Gao, Shi Han, Jian-Guang Lou, Dongmei Zhang
  
  ACL 2022 Main Track | May 2022
  
  Publication プロジェクト
- TUTA: Tree-based Transformers for Generally Structured Table Pre-training
  
  Zhiruo Wang, Haoyu Dong, Ran Jia (raji), Jia Li, Zhiyi Fu, Shi Han (shihan), Dongmei Zhang (dongmeiz)
  
  KDD | August 2021
  
  Publication プロジェクト
- On the Evaluation of Commit Message Generation Models: An Experimental Study
  
  Wei Tao, Yanlin Wang, Ensheng Shi, Lun Du, Shi Han, Hongyu Zhang, Dongmei Zhang, Wenqiang Zhang
  
  Proceedings of IEEE International Conference on Software Maintenance and Evolution (ICSME ’21) | July 2021
  
  Publication
- Semantic Table Structure Identification in Spreadsheets
  
  Yakun Zhang, Xiao Lv, Haoyu Dong, Wensheng Dou, Shi Han, Dongmei Zhang, Jun Wei, Ye Dan
  
  ISSTA | July 2021
  
  Author's Version プロジェクト
- Structure-aware Pre-training for Table Understanding with Tree-based Transformers
  
  Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang
  
  arXiv | October 2020
  
  Publication プロジェクト
- Neural Formatting for Spreadsheet Tables
  
  Haoyu Dong, Jinyu Wang, Zhouyu Fu, Shi Han, Dongmei Zhang
  
  CIKM’20 (among five best paper nominees in full research track) | October 2020
  
  DOI プロジェクト
- Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture
  
  Haoyu Dong, Jiong Yang, Shi Han, Dongmei Zhang
  
  CIKM’20 (applied research track) | October 2020
  
  DOI プロジェクト
- Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach
  
  Lun Du, Qingqing Long, Yiming Wang, Guojie Song, Yilun Jin, Wei Lin
  
  CIKM | November 2019
  
  Best Research Paper Runner-Up
  
  Publication
- SARA: Self-Replay Augmented Record and Replay for Android in Industrial Cases
  
  Jiaqi GUO, Shuyue LI, Jian-Guang Lou, Zijiang YANG, Ting LIU
  
  ISSTA19 | July 2019
  
  Publication
- QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data
  
  Rui Ding, Shi Han, Yong Xu, Haidong Zhang, Dongmei Zhang
  
  Proceedings of the 2019 ACM International Conference on Management of Data (SIGMOD’19 industrial track) | June 2019
  
  Publication DOI プロジェクト
- AIOps: Real-World Challenges and Research Innovations
  
  Yingnong Dang, Qingwei Lin 林庆维, Peng Huang
  
  ICSE’19, Technical Briefings | June 2019
  
  Publication
- Outage Prediction and Diagnosis for Cloud Service Systems
  
  Yujun Chen, Xian Yang, Qingwei Lin 林庆维, Hongyu Zhang, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang, Hang Dong, Yong Xu, Hao Li, Yu Kang
  
  2019 The Web Conference | May 2019
  
  PDF DOI
- SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications
  
  Zexuan Zhong, Jiaqi Guo, Wei Yang, Jian Peng, Tao Xie, Jian-Guang Lou, Ting Liu, Dongmei Zhang
  
  EMNP’18 | November 2018
  
  Publication
- Precise Condition Synthesis for Program Repair
  
  Yingfei Xiong, Jie Wang, Runfa Yan, Jiachen Zhang, Shi Han, Gang Huang, Lu Zhang
  
  ICSE ’17 Proceedings of the 39th International Conference on Software Engineering | May 2017
  
  ISBN: 978-1-5386-3868-2
  
  公開日公開日公開日
- Extracting Top-K Insights from Multi-dimensional Data
  
  Bo Tang, Shi Han, Man Lung Yiu, Rui Ding, Dongmei Zhang
  
  Proceedings of the 2017 ACM International Conference on Management of Data (SIGMOD’17) | May 2017
  
  PDF DOI プロジェクト
- Systematically Debugging IoT Control System Correctness for Building Automation
  
  Chieh-Jan Mike Liang, Lei Bu, Zhao Lucis Li, Junbei Zhang, Shi Han, Börje F. Karlsson, Dongmei Zhang, Feng Zhao
  
  BuildSys (ACM Conference on Systems for Energy-Efficient Built Environments) | November 2016
  
  Publication
- Log Clustering based Problem Identification for Online Service Systems
  
  Qingwei Lin 林庆维, Hongyu Zhang, Jian-Guang Lou, Yu Zhang, Xuewei CHEN
  
  SEIP, ICSE | January 2016
  
  Publication
- iDice: Problem Identification for Emerging Issues
  
  Qingwei Lin 林庆维, Jian-Guang Lou, Hongyu Zhang, Dongmei Zhang
  
  ICSE 2016 | January 2016
  
  Publication
- Uncovering JavaScript Performance Code Smells Relevant to Type Mutations
  
  Xiao Xiao, Shi Han, Charles Zhang, Dongmei Zhang
  
  Proceedings of the 13th Asian Symposium on Programming Languages and Systems (APLAS 2015) | November 2015
  
  ISBN: 978-3-319-26528-5
  
  公開日公開日
- YADING: Fast Clustering of Large-Scale Time Series Data
  
  Rui Ding, Qiang Wang, Yingnong Dang, Qiang Fu, Haidong Zhang, Dongmei Zhang
  
  August 2015
  
  公開日
- CodeHow: Effective Code Search based on API Understanding and Extended Boolean Model
  
  Fei LV, hongyu zhang, Jian-Guang Lou, Shaowei WANG, Dongmei Zhang, Jianjun ZHAO, jianjun zhao
  
  Automated Software Engineering (ASE2015) | August 2015
  
  Author's Version
- Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis
  
  Rui Ding, …, Qingwei Lin 林庆维, …
  
  USENIX ATC | July 2015
  
  Publication
- An Empirical Study on Quality Issues of Production Big Data Platform
  
  Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
  
  ICSE 2015 | May 2015
  
  The 37th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track
  
  Publication DOI
- Learning to Log: Helping Developers Make Informed Logging Decisions
  
  Jieming Zhu, Pinjia He, Qiang Fu, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang
  
  May 2015
  
  公開日
- Querying Sequential Software Engineering Data
  
  Chengnian Sun, Haidong Zhang, Jian-Guang Lou, Hongyu Zhang, Qiang Wang, Dongmei Zhang
  
  November 2014
  
  公開日
- SymCrash: Selective Recording for Reproducing Crashes
  
  Yu Cao, Hongyu Zhang, Sun Ding
  
  September 2014
  
  公開日
- CrashLocator: Locating Crashing Faults Based on Crash Stacks
  
  Rongxin Wu, Hongyu Zhang, Shing-Chi Cheung, Sunghun Kim
  
  ISSTA 2014 | July 2014
  
  公開日
- Where Do Developers Log? An Empirical Study on Logging Practices in Industry
  
  Qiang Fu, …, Qingwei Lin 林庆维, …
  
  ICSE 2014 | July 2014
  
  Publication
- Mining Historical Issue Repositories to Heal Large-Scale Online Service Systems
  
  Rui Ding, …, Qingwei Lin 林庆维, …
  
  DSN | July 2014
  
  Publication
- Identifying Recurrent and Unknown Performance Issues
  
  Jian-Guang LOU, Meng-Hui Lim, Jian-Guang LOU, Qingwei Lin 林庆维, …
  
  ICDM | July 2014
  
  Publication
- Correlating Events with Time Series for Incident Diagnosis
  
  Chen Luo, Jian-Guang Lou, Qingwei Lin 林庆维, Qiang Fu, Justin Ding, Dongmei Zhang, Zhe Wang
  
  SigKDD’14 | July 2014
  
  Publication
- Comprehending Performance from Real-World Execution Traces: A Device-Driver Case
  
  Xiao Yu, Shi Han, Dongmei Zhang, Tao Xie
  
  ASPLOS 2014 | March 2014
  
  公開日
- Software Analytics for Incident Management of Online Services: An Experience Report
  
  Jian-Guang Lou, Qingwei Lin 林庆维, …
  
  ASE | November 2013
  
  Publication
- Software Analytics in Practice
  
  Dongmei Zhang, Shi Han, Yingnong Dang, Jian-Guang Lou, Haidong Zhang, Tao Xie
  
  IEEE Software, Special Issue on the Many Faces of Software Analytics | October 2013
  
  公開日
- Context-Sensitive Delta Inference for Identifying Workload-Dependent Performance Bottlenecks
  
  Xusheng Xiao, Shi Han, Tao Xie, Dongmei Zhang
  
  ISSTA 2013 | July 2013
  
  公開日
- Contextual Analysis of Program Logs for Understanding System Behaviors
  
  Qiang Fu, Jian-Guang Lou, Qingwei Lin 林庆维, Rui Ding, Dongmei Zhang, Tao Xie
  
  MSR 2013 | May 2013
  
  公開日
- Mining Succinct and High-Coverage API Usage Patterns from Source Code
  
  Jue Wang, Yingnong Dang, Hongyu Zhang, Kai Chen, Tao Xie, Dongmei Zhang
  
  May 2013
  
  公開日
- XIAO: Tuning Code Clones at Hands of Engineers in Practice
  
  Yingnong Dang, Dongmei Zhang, Song Ge, Chengyun Chu, Yingjun Qiu, Tao Xie
  
  December 2012
  
  公開日
- How Do Software Engineers Understand Code Changes? An Exploratory Study in Industry
  
  Yida Tao, Yingnong Dang, Tao Xie, Dongmei Zhang, Sunghun Kim
  
  November 2012
  
  公開日
- Healing Online Service Systems via Mining Historical Issue Repositories
  
  Rui Ding, …, Qingwei Lin 林庆维, …
  
  ASE 2012 | July 2012
  
  Publication
- ReBucket – A Method for Clustering Duplicate Crash Reports based on Call Stack Similarity
  
  Yingnong Dang, Rongxin Wu, Hongyu Zhang, Dongmei Zhang, Peter Nobel
  
  June 2012
  
  公開日
- Performance Debugging in the Large via Mining Millions of Stack Traces
  
  Shi Han, Yingnong Dang, Song Ge, Dongmei Zhang, Tao Xie
  
  June 2012
  
  公開日
- Teaching and Training for Software Analytics
  
  Dongmei Zhang, Yingnong Dang, Shi Han, Tao Xie
  
  Proceedings of the 25th IEEE Conference on Software Engineering Education and Training (CSEE&T 2012) | April 2012
  
  ISBN: 978-1-4673-1592-0
  
  公開日公開日
- Performance Issue Diagnosis for Online Service Systems
  
  Qiang Fu, …, Qingwei Lin 林庆维, …
  
  the 31st International Symposium on Reliable Distributed Systems (SRDS’12) | January 2012
  
  Publication
- Software Analytics as a Learning Case in Practice: Approaches and Experiences
  
  Dongmei Zhang, Yingnong Dang, Jian-Guang Lou, Shi Han, Haidong Zhang, Tao Xie
  
  November 2011
  
  公開日
- Code Clone Detection Experience at Microsoft
  
  Yingnong Dang, Dongmei Zhang
  
  Proceedings of the 5th International Workshop on Software Clones | May 2011
  
  公開日
- Mining Program Workflow from Interleaved Traces
  
  Jian-Guang Lou, Qiang Fu, Shengqi Yang, Jiang Li, Bin Wu
  
  July 2010
  
  公開日
- Mining Invariants from Console Logs for System Problem Detection
  
  Jian-Guang Lou, Qiang Fu, Shengqi Yang, Ye Xu, Jiang Li
  
  June 2010
  
  公開日
- Execution Anomaly Detection in Distributed Systems through Unstructured Log Analysis
  
  Qiang Fu, Jian-Guang Lou, Yi Wang, Jiang Li
  
  ICDM 2009 | December 2009
  
  公開日
- A Unified Framework for Recognizing Handwritten Chemical Expressions
  
  Ming Chang, Shi Han, Dongmei Zhang
  
  Proceedings of the 10th International Conference on Document Analysis and Recognition (ICDAR 2009) | July 2009
  
  ISBN: 978-0-7695-3725-2
  
  公開日公開日
- Systematic Multi-Path HMM Topology Design for Online Handwriting Recognition of East Asian Characters
  
  Shi Han, Ming Chang, Yu Zou, Xinjian Chen, Dongmei Zhang
  
  Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007) | September 2007
  
  ISBN: 978-0-7695-2822-9
  
  公開日公開日
- CoCoGUM: Contextual Code Summarization with Multi-Relational GNN on UMLs
  
  Yanlin Wang, Lun Du, Ensheng Shi, Yuxuan Hu, Shi Han, Dongmei Zhang
  
  MSR-TR-2020-16 | May 2020
  
  Microsoft による投稿
  
  Publication
- Common Causes and Mitigations of Service Quality Issues in Big Data Computing
  
  Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Haibo Lin, Haoxiang Lin, Tingting Qin
  
  MSR-TR-2014-34 | March 2014
  
  Microsoft による投稿
  
  Publication
- How to Tame Your Online Services
  
  Qingwei Lin 林庆维, …
  
  Perspectives in Data Science for SE | 2016
  
  Publication