Hongyu Zhang

Registered user since Sat 30 Dec 2017

Name: Hongyu Zhang

Bio: Hongyu Zhang is currently an associate professor at The University of Newcastle, Australia. Previously, he was a Lead Researcher at Microsoft Research Asia and an Associate Professor at Tsinghua University, China. He received his PhD degree from National University of Singapore in 2003. His research is in the area of Software Engineering, in particular, software analytics, testing, maintenance, and reuse. The main theme of his research is to improve software quality and productivity by mining software data. He has published more than 160 research papers in international journals and conferences, including TSE, TOSEM, ICSE, FSE, POPL, AAAI, IJCAI, KDD, ASE, ISSTA, ICSME, ICDM, and USENIX. He received three ACM Distinguished Paper awards. He has also served as a program committee member for many software engineering conferences. More information about him can be found at: https://sites.google.com/site/hongyujohn/ .

Country: Australia

Affiliation: University of Newcastle, Australia

Personal website: https://sites.google.com/site/hongyujohn/

Research interests: Software analytics, testing, debugging, maintenance and reuse

Contributions

CloudIntelligence 2021 Committee Member in Program Committee within the CloudIntelligence 2021-track
Author of Panel #1 - How to accelerate collaboration on Cloud Intelligence across academia and industry? within the CloudIntelligence 2021-track
ASE 2021 Committee Member in Program Committee within the Research Papers-track
ICSE 2023 Chair in Technical Briefings within the Technical Briefings-track
Tech briefings Chair in Organising Committee
ESEM 2021 Committee Member in Technical Track PC within the Technical Papers-track
MSR 2021 Committee Member in Program Committee within the Technical Papers-track
Session Chair of ML and Deep Learning (part of Technical Papers)
ECOOP 2021 Author of Do Bugs Propagate? An Empirical Analysis of Temporal Correlations among Software Bugs within the ECOOP Research Papers-track
ASE 2020 Author of How Incidental are the Incidents? Characterizing and Prioritizing Incidents for Large-Scale Online Service Systems within the Research Papers-track
Committee Member in Program Committee within the Research Papers-track
Author of Learning to Handle Exceptions within the Research Papers-track
ISSTA 2020 Committee Member in Program Committee within the Tool Demonstration-track
ESEC/FSE 2020 Author of Towards Intelligent Incident Management: Why We Need It and How We Make It within the Industry Papers-track
Author of Identifying Linked Incidents in Large-Scale Online Service Systems within the Research Papers-track
Panelist of Welcome Panel #1 within the Plenary events-track
Author of Estimating GPU Memory Consumption of Deep Learning Models within the Industry Papers-track
Author of Efficient Incident Identification from Multi-dimensional Issue Reports via Meta-heuristic Search within the Research Papers-track
Author of How to Mitigate the Incident? An Effective Troubleshooting Guide Recommendation Technique for Online Service Systems within the Industry Papers-track
MSR 2020 Ordinary PC member in Program Committee within the Technical Papers-track
ICSE 2021 Committee Member in Program Committee within the Technical Track-track
Author of Fast Outage Analysis of Large-scale Production Clouds with Service Correlation Mining within the Technical Track-track
Author of Resource-Guided Configuration Space Reduction for Deep Learning Models within the Technical Track-track
Author of AutoCCAG: An Automated Approach to Constrained Covering Array Generation within the Technical Track-track
Author of Efficient Compiler Autotuning via Bayesian Optimization within the Technical Track-track
ASE 2019 Author of Ares: Inferring Error Specifications through Static Analysis within the Demonstrations-track
Author of CodeKernel: A Graph Kernel based Approach to the Selection of API Usage Examples within the Research Papers-track
Author of Continuous Incident Triage for Large-Scale Online Service Systems within the Research Papers-track
Committee Member in Program Committee within the Journal First Presentations-track
Author of History-Guided Configuration Diversification for Compiler Test-Program Generation within the Research Papers-track
Committee Member in Program Committee within the Research Papers-track
ISSTA 2019 Tool demonstration Co-Chair in Organizing Committee
PC Chair in Program Committee within the Tool Demonstration-track
Author of Best Tool Demonstration Award within the Keynote-track
Session Chair of Testing and Machine Learning (part of Technical Papers)
SEAMS 2019 Committee Member in Artifact Program Committee within the SEAMS 2019-track
ICSE 2020 Author of Retrieval-based Neural Source Code Summarization within the Technical Papers-track
Author of An Empirical Study on Program Failures of Deep Learning Jobs within the Technical Papers-track
Programme Committee in Program Committees within the Artifact Evaluation-track
ICSE 2019 Author of DeepPerf: Performance Prediction for Configurable Software with Deep Sparse Neural Network within the Technical Track-track
Author of A Novel Neural Source Code Representation based on Abstract Syntax Tree within the Technical Track-track
Author of An Empirical Investigation of Incident Triage for Online Service Systems within the Software Engineering in Practice-track
CHESE 2017 Committee Member in Program Committee within the CHESE 2017-track
ESEC/FSE 2018 Author of Identifying Impactful Service System Problems via Log Analysis within the Research Papers-track
Author of Predicting Node Failure in Cloud Service Systems within the Research Papers-track
ISSTA 2018 Author of Shaping Program Repair Space with Existing Patches and Similar Code within the ISSTA Artifacts-track
Author of Shaping Program Repair Space with Existing Patches and Similar Code within the ISSTA Technical Papers-track
ECOOP and ISSTA 2018 Author of Shaping Program Repair Space with Existing Patches and Similar Code within the Posters-track
* ICSE 2018 * Author of ChangeLocator: Locate Crash-Inducing Changes Based on Crash Reports within the Journal first papers-track
Author of Deep Code Search within the Technical Papers -track
Author of Poster T25: Automatically Answering API-Related Questions within the Posters -track
Author of Poster W39: Live Path Control Flow Integrity within the Posters -track
POPL 2016 Author of Casper: An Efficient Approach to Call Trace Collection within the Research Papers-track