Dongmei Zhang

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

LibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

ChartStamp: Robust Chart Embedding for Real-World Applications.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Solving the Batch Stochastic Bin Packing Problem in Cloud: A Chance-constrained Optimization Approach.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

NENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

pureGAM: Learning an Inherently Pure Additive Model.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Multi-task Hierarchical Classification for Disk Failure Prediction in Online Service Systems.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

ML4S: Learning Causal Skeleton from Vicinal Graphs.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

GridBook: Natural Language Formulas for the Spreadsheet Grid.

[BibT_eX]

[DOI]

Sruti Srinivasa Ragavan

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

T-SMOTE: Temporal-oriented Synthetic Minority Oversampling Technique for Imbalanced Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

On the Evaluation of Neural Code Summarization.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Testing Machine Learning Systems in Industry: An Empirical Study.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

RACE: Retrieval-augmented Commit Message Generation.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Learning Rate Perturbation: A Generic Plugin of Learning Rate Schedule towards Flatter Local Minima.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

OneLabeler: A Flexible System for Building Data Labeling Tools.

[BibT_eX]

[DOI]

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Accelerating Code Search with Deep Hashing and Code Classification.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Coarse-to-Fine Generative Modeling for Graphic Layouts.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Chartem: Reviving Chart Images with Data Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Source Free Unsupervised Graph Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2021

Neuron with Steady Response Leads to Better Generalization.

[BibT_eX]

[DOI]

CoRR, 2021

A Surrogate Objective Framework for Prediction+Optimization with Soft Constraints.

[BibT_eX]

[DOI]

CoRR, 2021

A Unified and Fast Interpretable Model for Predictive Analytics.

[BibT_eX]

[DOI]

CoRR, 2021

GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily.

[BibT_eX]

[DOI]

CoRR, 2021

ML4C: Seeing Causality Through Latent Vicinity.

[BibT_eX]

[DOI]

CoRR, 2021

FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining.

[BibT_eX]

[DOI]

CoRR, 2021

Neural Code Summarization: How Far Are We?

[BibT_eX]

[DOI]

CoRR, 2021

Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning for Semantic Code Search.

[BibT_eX]

[DOI]

CoRR, 2021

CoCoSum: Contextual Code Summarization with Multi-Relational Graph Neural Network.

[BibT_eX]

[DOI]

CoRR, 2021

AniVis: Generating Animated Transitions Between Statistical Charts with a Tree Model.

[BibT_eX]

[DOI]

CoRR, 2021

Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective.

[BibT_eX]

[DOI]

CoRR, 2021

Survey on Artificial Intelligence Approaches for Visualization Data.

[BibT_eX]

[DOI]

CoRR, 2021

Animated Presentation of Static Infographics with InfoMotion.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2021

NTAM: Neighborhood-Temporal Attention Model for Disk Failure Prediction in Cloud Platforms.

[BibT_eX]

[DOI]

Qingwei Lin

Proceedings of the WWW '21: The Web Conference 2021, 2021

AnaSearch: Extract, Retrieve and Visualize Structured Results from Unstructured Text for Analytical Queries.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Fighting the Fog of War: Automated Incident Detection for Cloud Systems.

[BibT_eX]

[DOI]

Zhangwei Xu

Proceedings of the 2021 USENIX Annual Technical Conference, 2021

Onion: identifying incident-indicating logs for cloud systems.

[BibT_eX]

[DOI]

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

Intelligent container reallocation at Microsoft 365.

[BibT_eX]

[DOI]

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

LS-sampling: an effective local search based sampling approach for achieving high t-wise coverage.

[BibT_eX]

[DOI]

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

Effective low capacity status prediction for cloud systems.

[BibT_eX]

[DOI]

Karthikeyan Subramanian

Andrew Zhou

Thomas Moscibroda

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

A Surrogate Objective Framework for Prediction+Programming with Soft Constraints.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Table2Charts: Recommending Charts by Learning Shared Table Representations.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

HALO: Hierarchy-aware Fault Localization for Cloud Systems.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

TUTA: Tree-based Transformers for Generally Structured Table Pre-training.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Can Neural Clone Detection Generalize to Unseen Functionalitiesƒ.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Semantic table structure identification in spreadsheets.

[BibT_eX]

[DOI]

Proceedings of the ISSTA '21: 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2021

How Long Will it Take to Mitigate this Incident for Online Service Systems?

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Symposium on Software Reliability Engineering, 2021

Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Predictive Job Scheduling under Uncertain Constraints in Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

On the Evaluation of Commit Message Generation Models: An Experimental Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2021

AutoCCAG: An Automated Approach to Constrained Covering Array Generation.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Weakly Supervised Semantic Parsing by Learning from Mistakes.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Neuron Campaign for Initialization Guided by Information Bottleneck Theory.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning Approach for Semantic Code Search.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Returning to the Office During the COVID-19 Pandemic Recovery: Early Indicators from China.

[BibT_eX]

[DOI]

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Learning Algebraic Recombination for Compositional Generalization.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Iterative Utterance Segmentation for Neural Semantic Parsing.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

DataShot: Automatic Generation of Fact Sheets from Tabular Data.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2020

Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2020

Structure-aware Pre-training for Table Understanding with Tree-based Transformers.

[BibT_eX]

[DOI]

CoRR, 2020

Table2Charts: Learning Shared Representations for Recommending Charts on Multi-dimensional Data.

[BibT_eX]

[DOI]

CoRR, 2020

How to mitigate the incident? an effective troubleshooting guide recommendation technique for online service systems.

[BibT_eX]

[DOI]

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Efficient customer incident triage via linking with system incidents.

[BibT_eX]

[DOI]

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Efficient incident identification from multi-dimensional issue reports via meta-heuristic search.

[BibT_eX]

[DOI]

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Identifying linked incidents in large-scale online service systems.

[BibT_eX]

[DOI]

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Towards intelligent incident management: why we need it and how we make it.

[BibT_eX]

[DOI]

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Compositional Generalization by Learning Analytical Expressions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Hierarchical Poset Decoding for Compositional Generalization in Language.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

How Incidental are the Incidents? Characterizing and Prioritizing Incidents for Large-Scale Online Service Systems.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Incomplete Utterance Rewriting as Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

"What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Neural Formatting for Spreadsheet Tables.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

You Impress Me: Dialogue Generation via Mutual Persona Perception.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Reliable and Efficient Anytime Skeleton Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Hybrid Semantic Parsing Approach for Tabular Data Analysis.

[BibT_eX]

[DOI]

Yan Gao

Jian-Guang Lou

CoRR, 2019

Oui! Outlier Interpretation on Multi-dimensional Data via Visual Analytics.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2019

Outage Prediction and Diagnosis for Cloud Service Systems.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Cross-dataset Time Series Anomaly Detection for Cloud Systems.

[BibT_eX]

[DOI]

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

Robust log-based anomaly detection on unstable log data.

[BibT_eX]

[DOI]

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

Continuous Incident Triage for Large-Scale Online Service Systems.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Local Search with Efficient Automatic Configuration for Minimum Vertex Cover.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

An empirical investigation of incident triage for online service systems.

[BibT_eX]

[DOI]

Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice, 2019

Neural Feature Search: A Neural Architecture for Automated Feature Engineering.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

A Split-and-Recombine Approach for Follow-up Query Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Data-Anonymous Encoding for Text-to-SQL Generation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

FANDA: A Novel Approach to Perform Follow-Up Query Analysis.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

TableSense: Spreadsheet Table Detection with Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Systematically Ensuring the Confidence of Real-Time Home Automation IoT Systems.

[BibT_eX]

[DOI]

ACM Trans. Cyber Phys. Syst., 2018

QuanFuzz: Fuzz Testing of Quantum Program.

[BibT_eX]

[DOI]

CoRR, 2018

Improving Service Availability of Cloud Systems by Predicting Disk Error.

[BibT_eX]

[DOI]

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

Automated refactoring of nested-IF formulae in spreadsheets.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Predicting Node failure in cloud service systems.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Identifying impactful service system problems via log analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

BigIN4: Instant, Interactive Insight Identification for Multi-Dimensional Big Data.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Expandable group identification in spreadsheets.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018

Decoding Technology Transfer through Experiences at Microsoft.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE/ACM International Workshop on Software Engineering Research and Industrial Practice, 2018

SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

InfoNice: Easy Creation of Information Graphics.

[BibT_eX]

[DOI]

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

Generating Regular Expressions from Natural Language Specifications: Are We There Yet?

[BibT_eX]

[DOI]

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Experience report on applying software analytics in incident management of online service.

[BibT_eX]

[DOI]

Autom. Softw. Eng., 2017

Extracting Top-K Insights from Multi-dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

DeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Transferring Code-Clone Detection and Analysis to Practice.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice Track, 2017

2016

The Future of Software Engineering.

[BibT_eX]

[DOI]

IEEE Softw., 2016

Deep API learning.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2016

Systematically Debugging IoT Control System Correctness for Building Automation.

[BibT_eX]

[DOI]

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

iDice: problem identification for emerging issues.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Software Engineering, 2016

Software analytics and its application in practice.

[BibT_eX]

[DOI]

Proceedings of the Perspectives on Data Science for Software Engineering, 2016

How to tame your online services.

[BibT_eX]

[DOI]

Proceedings of the Perspectives on Data Science for Software Engineering, 2016

Visual analytics for software engineering data.

[BibT_eX]

[DOI]

Proceedings of the Perspectives on Data Science for Software Engineering, 2016

2015

Roundtable: The Future of Software Engineering for Internet Computing.

[BibT_eX]

[DOI]

Margaret-Anne D. Storey

IEEE Softw., 2015

YADING: Fast Clustering of Large-Scale Time Series Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Roundtable: Research Opportunities and Challenges for Emerging Software Systems.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2015

Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 2015 USENIX Annual Technical Conference, 2015

CodeHow: Effective Code Search Based on API Understanding and Extended Boolean Model (E).

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering, 2015

Learning to Log: Helping Developers Make Informed Logging Decisions.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Uncovering JavaScript Performance Code Smells Relevant to Type Mutations.

[BibT_eX]

[DOI]

Proceedings of the Programming Languages and Systems - 13th Asian Symposium, 2015

2014

Predicting Consistency-Maintenance Requirement of Code Clonesat Copy-and-Paste Time.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2014

Querying sequential software engineering data.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGSOFT International Symposium on Foundations of Software Engineering, (FSE-22), Hong Kong, China, November 16, 2014

Correlating events with time series for incident diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Where do developers log? an empirical study on logging practices in industry.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Software Engineering, 2014

Identifying Recurrent and Unknown Performance Issues.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Mining Historical Issue Repositories to Heal Large-Scale Online Service Systems.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014

Comprehending performance from real-world execution traces: a device-driver case.

[BibT_eX]

[DOI]

Proceedings of the Architectural Support for Programming Languages and Operating Systems, 2014

2013

Software Analytics in Practice.

[BibT_eX]

[DOI]

IEEE Softw., 2013

Software Analytics Principles and Practices (NII Shonan Meeting 2013-12).

[BibT_eX]

[DOI]

NII Shonan Meet. Rep., 2013

Mining succinct and high-coverage API usage patterns from source code.

[BibT_eX]

[DOI]

Proceedings of the 10th Working Conference on Mining Software Repositories, 2013

Contextual analysis of program logs for understanding system behaviors.

[BibT_eX]

[DOI]

Proceedings of the 10th Working Conference on Mining Software Repositories, 2013

Software analytics for incident management of online services: An experience report.

[BibT_eX]

[DOI]

Proceedings of the 2013 28th IEEE/ACM International Conference on Automated Software Engineering, 2013

Context-sensitive delta inference for identifying workload-dependent performance bottlenecks.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Software Testing and Analysis, 2013

Pathways to technology transfer and adoption: achievements and challenges (mini-tutorial).

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Software Engineering, 2013

Software analytics: achievements and challenges.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Software Engineering, 2013

2012

Performance Issue Diagnosis for Online Service Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012

How do software engineers understand code changes?: an exploratory study in industry.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-20), 2012

MSR 2012 keynote: Software analytics in practice - Approaches and experiences.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE Working Conference of Mining Software Repositories, 2012

Can I clone this piece of code here?

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Automated Software Engineering, 2012

Healing online service systems via mining historical issue repositories.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Automated Software Engineering, 2012

Software analytics in practice: Mini tutorial.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Software Engineering, 2012

Performance debugging in the large via mining millions of stack traces.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Software Engineering, 2012

ReBucket: A method for clustering duplicate crash reports based on call stack similarity.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Software Engineering, 2012

Teaching and Training for Software Analytics.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE Conference on Software Engineering Education and Training, 2012

XIAO: tuning code clones at hands of engineers in practice.

[BibT_eX]

[DOI]

Proceedings of the 28th Annual Computer Security Applications Conference, 2012

2011

Code clone detection experience at microsoft.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 5th ICSE International Workshop on Software Clones, 2011

2009

A Unified Framework for Recognizing Handwritten Chemical Expressions.

[BibT_eX]

[DOI]

Ming Chang

Shi Han

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2007

Systematic Multi-Path HMM Topology Design for Online Handwriting Recognition of East Asian Characters.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006

Face-tracking as an augmented input in video games: enhancing presence, role-playing and control.

[BibT_eX]

[DOI]

Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

1999

Harmonic Shape Images: A Representation for 3D Free-Form Surfaces Based on Energy Minimization.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1999

Harmonic Maps and Their Applications in Surface Matching.

[BibT_eX]

[DOI]

Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Experimental Analysis of Harmonic Shape Images.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on 3D Digital Imaging and Modeling (3DIM '99), 1999

1997

Multi-Scale Classification of 3-D Objects.

[BibT_eX]

[DOI]