Hongyu Zhang

CoRR, 2023

xASTNN: Improved Code Representations for Industrial Practice.

[BibT_eX]

[DOI]

CoRR, 2023

Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs.

[BibT_eX]

[DOI]

Autom. Softw. Eng., 2023

EDITS: An Easy-to-difficult Training Strategy for Cloud Failure Prediction.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Revisiting Code Search in a Two-Stage Paradigm.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Log Parsing: How Far Can ChatGPT Go?

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

What Makes Good In-Context Demonstrations for Code Intelligence Tasks with LLMs?

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Detecting Condition-Related Bugs with Control Flow Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

Towards Efficient Fine-Tuning of Pre-trained Code Models: An Experimental Study and Beyond.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

TraceArk: Towards Actionable Performance Anomaly Alerting for Online Service Systems.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2023

Vulnerability Detection with Graph Simplification and Enhanced Graph Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

CoCoSoDa: Effective Contrastive Learning for Code Search.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Reusing Deep Neural Network Models through Model Re-engineering.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Template-based Neural Program Repair.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Incident-aware Duplicate Ticket Aggregation for Cloud Systems.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

CONAN: Diagnosing Batch Failures for Cloud Systems.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2023

Log Parsing with Prompt-based Few-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Keeping Pace with Ever-Increasing Data: Towards Continual Learning of Code Intelligence Models.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

An Empirical Study on Quality Issues of Deep Learning Platform.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2023

Runtime Performance Prediction for Deep Learning Models with Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2023

Uncovering Limitations in Text-to-Image Generation: A Contrastive Approach with Structured Semantic Alignment.

[BibT_eX]

[DOI]

Qianyu Feng

Yulei Sui

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Bi-channel Multiple Sparse Graph Attention Networks for Session-based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

DreamLoc: A Deep Relevance Matching-Based Framework for bug Localization.

[BibT_eX]

[DOI]

IEEE Trans. Reliab., 2022

A large-scale empirical study of commit message generation: models, datasets and evaluation.

[BibT_eX]

[DOI]

Empir. Softw. Eng., 2022

Uncertainty-Aware Performance Prediction for Highly Configurable Software Systems via Bayesian Neural Networks.

[BibT_eX]

[DOI]

Huong Ha

Zongwen Fan

CoRR, 2022

Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances.

[BibT_eX]

[DOI]

CoRR, 2022

Long Code for Code Search.

[BibT_eX]

[DOI]

CoRR, 2022

Enhancing Semantic Code Search with Multimodal Contrastive Learning and Soft Data Augmentation.

[BibT_eX]

[DOI]

CoRR, 2022

ECMG: Exemplar-based Commit Message Generation.

[BibT_eX]

[DOI]

CoRR, 2022

Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching.

[BibT_eX]

[DOI]

CoRR, 2022

Cross-Domain Deep Code Search with Few-Shot Meta Learning.

[BibT_eX]

[DOI]

CoRR, 2022

UniParser: A Unified Log Parser for Heterogeneous Log Data.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Cross-Language Binary-Source Code Matching with Intermediate Representations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Software Analysis, 2022

Diet code is healthy: simplifying programs for pre-trained models of code.

[BibT_eX]

[DOI]

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

SPINE: a scalable log parser with feedback guidance.

[BibT_eX]

[DOI]

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

No more fine-tuning? an experimental evaluation of prompt tuning in code intelligence.

[BibT_eX]

[DOI]

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

You see what I want you to see: poisoning vulnerabilities in neural code search.

[BibT_eX]

[DOI]

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

An empirical investigation of missing data handling in cloud node failure prediction.

[BibT_eX]

[DOI]

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

SamplingCA: effective and efficient sampling-based pairwise testing for highly configurable software systems.

[BibT_eX]

[DOI]

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

LogGD: Detecting Anomalies from System Logs with Graph Neural Networks.

[BibT_eX]

[DOI]

Yongzheng Xie

Muhammad Ali Babar

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

A Collaboration-Aware Approach to Profiling Developer Expertise with Cross-Community Data.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Software Quality, 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

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

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

Patching Weak Convolutional Neural Network Models through Modularization and Composition.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

HELoC: hierarchical contrastive learning of source code representation.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE/ACM International Conference on Program Comprehension, 2022

What Do They Capture? - A Structural Analysis of Pre-Trained Language Models for Source Code.

[BibT_eX]

[DOI]

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

NaturalCC: An Open-Source Toolkit for Code Intelligence.

[BibT_eX]

[DOI]

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

On the Evaluation of Neural Code Summarization.

[BibT_eX]

[DOI]

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

Improving Fault Localization and Program Repair with Deep Semantic Features and Transferred Knowledge.

[BibT_eX]

[DOI]

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

Log-based Anomaly Detection with Deep Learning: How Far Are We?

[BibT_eX]

[DOI]

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

REFTY: Refinement Types for Valid Deep Learning Models.

[BibT_eX]

[DOI]

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

Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching.

[BibT_eX]

[DOI]

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

Cross-Domain Deep Code Search with Meta Learning.

[BibT_eX]

[DOI]

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

RACE: Retrieval-augmented Commit Message Generation.

[BibT_eX]

[DOI]

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

2021

Coverage Prediction for Accelerating Compiler Testing.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2021

CRaDLe: Deep code retrieval based on semantic Dependency Learning.

[BibT_eX]

[DOI]

Neural Networks, 2021

Generating API tags for tutorial fragments from Stack Overflow.

[BibT_eX]

[DOI]

Empir. Softw. Eng., 2021

Embedding API dependency graph for neural code generation.

[BibT_eX]

[DOI]

Empir. Softw. Eng., 2021

A Survey of Compiler Testing.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2021

Neural Code Summarization: How Far Are We?

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

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

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

Log-based Anomaly Detection Without Log Parsing.

[BibT_eX]

[DOI]

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

Graph-based Incident Aggregation for Large-Scale Online Service Systems.

[BibT_eX]

[DOI]

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

LogDP: Combining Dependency and Proximity for Log-Based Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing - 19th International Conference, 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

Fast Outage Analysis of Large-scale Production Clouds with Service Correlation Mining.

[BibT_eX]

[DOI]

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

Resource-Guided Configuration Space Reduction for Deep Learning Models.

[BibT_eX]

[DOI]

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

Efficient Compiler Autotuning via Bayesian Optimization.

[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

APIRecX: Cross-Library API Recommendation via Pre-Trained Language Model.

[BibT_eX]

[DOI]

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

Do Bugs Propagate? An Empirical Analysis of Temporal Correlations Among Software Bugs.

[BibT_eX]

[DOI]

Proceedings of the 35th European Conference on Object-Oriented Programming, 2021

PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector.

[BibT_eX]

[DOI]

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

Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems.

[BibT_eX]

[DOI]

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

2020

Data-driven approach to application programming interface documentation mining: A review.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2020

Developer recommendation for Topcoder through a meta-learning based policy model.

[BibT_eX]

[DOI]

Zhenyu Zhang

Hailong Sun

Empir. Softw. Eng., 2020

Anomaly Detection via Mining Numerical Workflow Relations from Logs.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Reliable Distributed Systems, 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 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

Estimating GPU memory consumption of deep learning models.

[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

Learning to Handle Exceptions.

[BibT_eX]

[DOI]

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

Cost-Effective Testing of a Deep Learning Model through Input Reduction.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020

Intelligent Virtual Machine Provisioning in Cloud Computing.

[BibT_eX]

[DOI]

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

An empirical study on program failures of deep learning jobs.

[BibT_eX]

[DOI]

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

Retrieval-based neural source code summarization.

[BibT_eX]

[DOI]

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

Perf-AL: Performance Prediction for Configurable Software through Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the ESEM '20: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, 2020

2019

On the Multiple Sources and Privacy Preservation Issues for Heterogeneous Defect Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2019

Improving the reliability of implicit averaging methods using new conditional operators for robust optimization.

[BibT_eX]

[DOI]

Seyedeh Zahra Mirjalili

Swarm Evol. Comput., 2019

Does the fault reside in a stack trace? Assisting crash localization by predicting crashing fault residence.

[BibT_eX]

[DOI]

J. Syst. Softw., 2019

Heterogeneous defect prediction with two-stage ensemble learning.

[BibT_eX]

[DOI]

Autom. Softw. Eng., 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

A Novel U-Shaped Transfer Function for Binary Particle Swarm Optimisation.

[BibT_eX]

[DOI]

Seyedeh Zahra Mirjalili

Proceedings of the Soft Computing for Problem Solving 2019, 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

Towards more efficient meta-heuristic algorithms for combinatorial test generation.

[BibT_eX]

[DOI]

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

Ares: Inferring Error Specifications through Static Analysis.

[BibT_eX]

[DOI]

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

CodeKernel: A Graph Kernel Based Approach to the Selection of API Usage Examples.

[BibT_eX]

[DOI]

Xiaodong Gu

Sunghun Kim

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

History-Guided Configuration Diversification for Compiler Test-Program Generation.

[BibT_eX]

[DOI]

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

AutoMR: Automatic Discovery and Cleansing of Numerical Metamorphic Relations.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Software Maintenance and Evolution, 2019

Automatic Discovery and Cleansing of Numerical Metamorphic Relations.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Software Maintenance and Evolution, 2019

Performance-Influence Model for Highly Configurable Software with Fourier Learning and Lasso Regression.

[BibT_eX]

[DOI]

Huong Ha

Proceedings of the 2019 IEEE International Conference on Software Maintenance and Evolution, 2019

A novel neural source code representation based on abstract syntax tree.

[BibT_eX]

[DOI]

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

DeepPerf: performance prediction for configurable software with deep sparse neural network.

[BibT_eX]

[DOI]

Huong Ha

Proceedings of the 41st International Conference on Software Engineering, 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

2018

Editorial: Special Section on Best Papers of PROMISE 2016.

[BibT_eX]

[DOI]

Andriy V. Miranskyy

Ayse Basar Bener

Inf. Softw. Technol., 2018

ChangeLocator: locate crash-inducing changes based on crash reports.

[BibT_eX]

[DOI]

Empir. Softw. Eng., 2018

Improving Service Availability of Cloud Systems by Predicting Disk Error.

[BibT_eX]

[DOI]

Proceedings of the 2018 USENIX Annual Technical Conference, 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

Shaping program repair space with existing patches and similar code.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2018

Automatically answering API-related questions.

[BibT_eX]

[DOI]

Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

Deep code search.

[BibT_eX]

[DOI]

Xiaodong Gu

Sunghun Kim

Proceedings of the 40th International Conference on Software Engineering, 2018

Live path control flow integrity.

[BibT_eX]

[DOI]

Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings, 2018

Live Path CFI Against Control Flow Hijacking Attacks.

[BibT_eX]

[DOI]

Proceedings of the Information Security and Privacy - 23rd Australasian Conference, 2018

2017

Testing and Verification of Compilers (Dagstuhl Seminar 17502).

[BibT_eX]

[DOI]

Junjie Chen

Alastair F. Donaldson

Andreas Zeller

Dagstuhl Reports, 2017

Developer recommendation on bug commenting: a ranking approach for the developer crowd.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 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

Heterogeneous Defect Prediction Through Multiple Kernel Learning and Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Software Maintenance and Evolution, 2017

Cross-project and within-project semi-supervised software defect prediction problems study using a unified solution.

[BibT_eX]

[DOI]

Proceedings of the 39th International Conference on Software Engineering, 2017

Learning to prioritize test programs for compiler testing.

[BibT_eX]

[DOI]

Proceedings of the 39th International Conference on Software Engineering, 2017

Neural Programming by Example.

[BibT_eX]

[DOI]

Chengxun Shu

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Diversity maximization speedup for localizing faults in single-fault and multi-fault programs.

[BibT_eX]

[DOI]

Autom. Softw. Eng., 2016

Bing developer assistant: improving developer productivity by recommending sample code.

[BibT_eX]

[DOI]

Anuj Jain

Gaurav Khandelwal

Chandrashekhar Kaushik

Scott Ge

Wenxiang Hu

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

Deep API learning.

[BibT_eX]

[DOI]

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

Casper: an efficient approach to call trace collection.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2016

Test Case Prioritization for Compilers: A Text-Vector Based Approach.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Software Testing, 2016

Log clustering based problem identification for online service systems.

[BibT_eX]

[DOI]

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

iDice: problem identification for emerging issues.

[BibT_eX]

[DOI]

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

An empirical comparison of compiler testing techniques.

[BibT_eX]

[DOI]

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

Improving Failure Detection by Automatically Generating Test Cases Near the Boundaries.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 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

Improving Software Quality and Productivity Leveraging Mining Techniques: [Summary of the Second Workshop on Software Mining, at ASE 2013].

[BibT_eX]

[DOI]

ACM SIGSOFT Softw. Eng. Notes, 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

An Empirical Study on Quality Issues of Production Big Data Platform.

[BibT_eX]

[DOI]

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

2014

Locating Crashing Faults based on Crash Stack Traces.

[BibT_eX]

[DOI]

CoRR, 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

Mining key and referential constraints enforcement patterns.

[BibT_eX]

[DOI]

Kaiping Liu

Proceedings of the Symposium on Applied Computing, 2014

SymCrash: selective recording for reproducing crashes.

[BibT_eX]

[DOI]

Yu Cao

Proceedings of the ACM/IEEE International Conference on Automated Software Engineering, 2014

CrashLocator: locating crashing faults based on crash stacks.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Software Testing and Analysis, 2014

Effective Bug Triage Based on Historical Bug-Fix Information.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering, 2014

Boosting Bug-Report-Oriented Fault Localization with Segmentation and Stack-Trace Analysis.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE International Conference on Software Maintenance and Evolution, Victoria, BC, Canada, September 29, 2014

ABOR: An Automatic Framework for Buffer Overflow Removal in C/C++Programs.

[BibT_eX]

[DOI]

Proceedings of the Enterprise Information Systems - 16th International Conference, 2014

Automatic Removal of Buffer Overflow Vulnerabilities in C/C++ Programs.

[BibT_eX]

[DOI]

Proceedings of the ICEIS 2014, 2014

Identifying Recurrent and Unknown Performance Issues.

[BibT_eX]

[DOI]

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

Detecting infeasible branches based on code patterns.

[BibT_eX]

[DOI]

Proceedings of the 2014 Software Evolution Week, 2014

Towards a Consistent Feature Model using OWL.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web Enabled Software Engineering, 2014

2013

Balancing Privacy and Utility in Cross-Company Defect Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2013

Simulation of software maintenance process, with and without a work-in-process limit.

[BibT_eX]

[DOI]

J. Softw. Evol. Process., 2013

Has this bug been reported?

[BibT_eX]

[DOI]

Kaiping Liu

Proceedings of the 20th Working Conference on Reverse Engineering, 2013

A cost-effectiveness criterion for applying software defect prediction models.

[BibT_eX]

[DOI]

S. C. Cheung

Proceedings of the Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering, 2013

BugMap: a topographic map of bugs.

[BibT_eX]

[DOI]

Jiangtao Gong

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

Predicting bug-fixing time: an empirical study of commercial software projects.

[BibT_eX]

[DOI]

Liang Gong

Steven Versteeg

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

Is This a Bug or an Obsolete Test?

[BibT_eX]

[DOI]

Proceedings of the ECOOP 2013 - Object-Oriented Programming, 2013

2012

Sample-based software defect prediction with active and semi-supervised learning.

[BibT_eX]

[DOI]

Autom. Softw. Eng., 2012

A Comparative Study of Scrum and Kanban Approaches on a Real Case Study Using Simulation.

[BibT_eX]

[DOI]

Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2012

Diversity maximization speedup for fault localization.

[BibT_eX]

[DOI]

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

Interactive fault localization leveraging simple user feedback.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Software Maintenance, 2012

Where should the bugs be fixed? More accurate information retrieval-based bug localization based on bug reports.

[BibT_eX]

[DOI]

Jian Zhou

David Lo

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

Predicting defect numbers based on defect state transition models.

[BibT_eX]

[DOI]

Jue Wang

Proceedings of the 2012 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement, 2012

Detection of Buffer Overflow Vulnerabilities in C/C++ with Pattern Based Limited Symbolic Evaluation.

[BibT_eX]

[DOI]

Kaiping Liu

Mahinthan Chandramohan

Proceedings of the 36th Annual IEEE Computer Software and Applications Conference Workshops, 2012

Learning to rank duplicate bug reports.

[BibT_eX]

[DOI]

Jian Zhou

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Modeling and Verification of Context-Aware Systems.

[BibT_eX]

[DOI]

Proceedings of the 19th Asia-Pacific Software Engineering Conference, 2012

2011

Checking enforcement of integrity constraints in database applications based on code patterns.

[BibT_eX]

[DOI]

J. Syst. Softw., 2011

ReLink: recovering links between bugs and changes.

[BibT_eX]

[DOI]

Proceedings of the SIGSOFT/FSE'11 19th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-19) and ESEC'11: 13th European Software Engineering Conference (ESEC-13), 2011

Automated Extraction of Data Lifecycle Support from Database Applications.

[BibT_eX]

Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011

Integrating software engineering data using semantic web technologies.

[BibT_eX]

[DOI]

Yuan-Fang Li

Proceedings of the 8th International Working Conference on Mining Software Repositories, 2011

University-Industry Collaboration Journey towards Product Lines.

[BibT_eX]

[DOI]

Ulf Pettersson

Proceedings of the Top Productivity through Software Reuse, 2011

Dealing with noise in defect prediction.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Software Engineering, 2011

Workshop on emerging trends in software metrics: (WETSoM 2011).

[BibT_eX]

[DOI]

Giulio Concas

Massimiliano Di Penta

Ewan D. Tempero

Proceedings of the 33rd International Conference on Software Engineering, 2011

2010

Monitoring Software Quality Evolution for Defects.

[BibT_eX]

[DOI]

Sunghun Kim

IEEE Softw., 2010

2010 ICSE workshop on emerging trends in software metrics.

[BibT_eX]

[DOI]

ACM SIGSOFT Softw. Eng. Notes, 2010

Measuring design complexity of semantic web ontologies.

[BibT_eX]

[DOI]

Yuan-Fang Li

J. Syst. Softw., 2010

New Generation of Software Metrics.

[BibT_eX]

[DOI]

Adv. Softw. Eng., 2010

A Hybrid Approach to Feature-Oriented Programming in XVCL.

[BibT_eX]

[DOI]

Proceedings of the Software Product Lines: Going Beyond - 14th International Conference, 2010

On the value of learning from defect dense components for software defect prediction.

[BibT_eX]

[DOI]

Adam Nelson

Tim Menzies

Proceedings of the 6th International Conference on Predictive Models in Software Engineering, 2010

Sampling program quality.

[BibT_eX]

[DOI]

Rongxin Wu

Proceedings of the 26th IEEE International Conference on Software Maintenance (ICSM 2010), 2010

Automatic checking of license compliance.

[BibT_eX]

[DOI]

Bei Shi

Lu Zhang

Proceedings of the 26th IEEE International Conference on Software Maintenance (ICSM 2010), 2010

Workshop on Emerging Trends in Software Metrics (WETSoM 2010).

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering, 2010

2009

Conceptual data model-based software size estimation for information systems.

[BibT_eX]

[DOI]

Yuan Zhao

ACM Trans. Softw. Eng. Methodol., 2009

Discovering power laws in computer programs.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2009

The Distribution of Program Sizes and Its Implications: An Eclipse Case Study

[BibT_eX]

[DOI]

Michele Marchesi

CoRR, 2009

Understanding Chinese Characteristics of Requirements Engineering.

[BibT_eX]

[DOI]

Proceedings of the RE 2009, 17th IEEE International Requirements Engineering Conference, Atlanta, Georgia, USA, August 31, 2009

An investigation of the relationships between lines of code and defects.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Software Maintenance (ICSM 2009), 2009

Increasing usability of preprocessing for feature management in product lines with queries.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Software Engineering, 2009

Preference Model Driven Services Selection.

[BibT_eX]

[DOI]

Proceedings of the Advanced Information Systems Engineering, 21st International Conference, 2009

Avoiding Some Common Preprocessing Pitfalls with Feature Queries.

[BibT_eX]

[DOI]

Proceedings of the 16th Asia-Pacific Software Engineering Conference, 2009

2008

On the Distribution of Software Faults.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2008

The scale-free nature of semantic web ontology.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on World Wide Web, 2008

Exploring Regularity in Source Code: Software Science and Zipf's Law.

[BibT_eX]

[DOI]

Proceedings of the WCRE 2008, 2008

An initial study of the growth of eclipse defects.

[BibT_eX]

[DOI]

Proceedings of the 2008 International Working Conference on Mining Software Repositories, 2008

2007

Verifying feature models using OWL.

[BibT_eX]

[DOI]

J. Web Semant., 2007

Comments on "Data Mining Static Code Attributes to Learn Defect Predictors".

[BibT_eX]

[DOI]

Xiuzhen Zhang

IEEE Trans. Software Eng., 2007

Reuse of Database Access Layer Components in JEE Product Lines: Limitations and a Possible Solution (Case Study).

[BibT_eX]

Proceedings of the Nineteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2007), 2007

Predicting Defective Software Components from Code Complexity Measures.

[BibT_eX]

[DOI]

Xiuzhen Zhang

Ming Gu

Proceedings of the 13th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2007), 2007

An Empirical Study of Class Sizes for Large Java Systems.

[BibT_eX]

[DOI]

Proceedings of the 14th Asia-Pacific Software Engineering Conference (APSEC 2007), 2007

2006

Analysis of Meta-programs: an Example.

[BibT_eX]

[DOI]

Int. J. Softw. Eng. Knowl. Eng., 2006

Estimating LOC for information systems from their conceptual data models.

[BibT_eX]

[DOI]

Yuan Zhao

Proceedings of the 28th International Conference on Software Engineering (ICSE 2006), 2006

2005

A Bayesian Network Approach to Rational Architectural Design.

[BibT_eX]

[DOI]

Int. J. Softw. Eng. Knowl. Eng., 2005

Verify Feature Models using protegeowl.

[BibT_eX]

[DOI]

Proceedings of the 14th international conference on World Wide Web, 2005

Formal Semantics and Verification for Feature Modeling.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Engineering of Complex Computer Systems (ICECCS 2005), 2005

2004

XVCL: a mechanism for handling variants in software product lines.

[BibT_eX]

[DOI]

Stanislaw Jarzabek

Sci. Comput. Program., 2004

Analysis of meta-programs: a case study.

[BibT_eX]

Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2004), 2004

2003

Handling variant requirements in domain modeling.

[BibT_eX]

[DOI]

Wai Chun Ong

J. Syst. Softw., 2003

An XVCL-based Approach to Software Product Line Development.

[BibT_eX]

Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003

XVCL: XML-based Variant Configuration Language.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Software Engineering, 2003

Quality Prediction and Assessment for Product Lines.

[BibT_eX]

[DOI]

Bo Yang

Proceedings of the Advanced Information Systems Engineering, 15th International Conference, 2003

An XVCL Approach to Handling Variants: A KWIC Product Line Example.

[BibT_eX]

[DOI]

Proceedings of the 10th Asia-Pacific Software Engineering Conference (APSEC 2003), 2003

2002

XVCL: a tutorial.

[BibT_eX]

[DOI]

Soe Myat Swe

Proceedings of the 14th international conference on Software engineering and knowledge engineering, 2002

2001

XML implementation of frame processor.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGSOFT Symposium on Software Reusability: Putting Software Reuse in Context, 2001

Enhacing component reuse with control flow abstraction analysis.

[BibT_eX]

Proceedings of the Thirteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2001), 2001

Handling Variant Requirements in 9omain Modeling.

[BibT_eX]

Wai Chun Ong

Proceedings of the Thirteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2001), 2001

XML-Based Method and Tool for Handling Variant Requirements in Domain Models.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Symposium on Requirements Engineering (RE 2001), 2001

XVCL Approach to Separating Concerns in Product Family Assets.

[BibT_eX]

[DOI]