Registered user since Sat 30 Dec 2017
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/ .
Contributions
2025
ESEC/FSE
Mining Software Repositories
2024
APSEC
ASE
- Author of Demonstration-Free: Towards More Practical Log Parsing with Large Language Models within the Research Papers-track
- Author of Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates within the Research Papers-track
- Author of ASE 2024 Artifact Submission: Detecting and Explaining Anomalies Caused by Web Tamper Attacks via Building Consistency-based Normality within the Artifact Evaluation Track-track
- Author of Root Cause Analysis for Microservices based on Causal Inference: How Far Are We? within the Artifact Evaluation Track-track
- Author of Artifact for “Demonstration-Free: Towards More Practical Log Parsing with Large Language Models” within the Artifact Evaluation Track-track
- Author of Detecting and Explaining Anomalies Caused by Web Tamper Attacks via Building Consistency-based Normality within the Research Papers-track
- Author of Root Cause Analysis for Microservice System based on Causal Inference: How Far Are We? within the Research Papers-track
ESEM
ISSTA
- Author of Bridge and Hint: Extending Pre-trained Language Models for Long-Range Code within the Technical Papers-track
- Author of When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention within the Technical Papers-track
- Committee Member in Program Committee within the Technical Papers-track
- Author of Beyond Pairwise Testing: Advancing 3-wise Combinatorial Interaction Testing for Highly Configurable Systems within the Technical Papers-track
- Author of Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation within the Technical Papers-track
ESEC/FSE
- Author of LogSD: Detecting Anomalies from System Logs through Self-supervised Learning and Frequency-based Masking within the Research Papers-track
- Committee Member in Program Committee within the Research Papers-track
- Author of BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection within the Research Papers-track
- Committee Member in Program Committee within the Industry Papers-track
- Author of BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection within the Posters-track
- Author of IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion within the Posters-track
- Author of An Empirical Study of Code Search in Intelligent Coding Assistant: Perceptions, Expectations, and Directions within the Industry Papers-track
- Author of IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion within the Research Papers-track
- Committee Member in Program Committee within the Ideas, Visions and Reflections-track
EASE
ICSE
- Committee Member in Research Track within the Research Track-track
- Author of DSFM: Enhancing Functional Code Clone Detection with Deep Subtree Interactions within the Research Track-track
- Author of Modularizing while Training: A New Paradigm for Modularizing DNN Models within the Artifact Evaluation-track
- Author of An Empirical Study on Low GPU Utilization of Deep Learning Jobs within the Research Track-track
- Author of LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data within the Research Track-track
- Committee Member in Technical Briefings within the Technical Briefings-track
- Author of Modularizing while Training: a New Paradigm for Modularizing DNN Models within the Research Track-track
SANER
- Author of Guiding ChatGPT for Better Code Generation: An Empirical Study within the Research Papers-track
- Author of SparseCoder: Identifier-Aware Sparse Transformer for File-Level Code Summarization within the Research Papers-track
- Committee Member in Program Committee within the Research Papers-track
2023
Mining Software Repositories
ESEC/FSE
- Committee Member in Program Committee within the Industry Papers-track
- Author of [Remote] xASTNN: Improved Code Representations for Industrial Practice within the Industry Papers-track
- Author of [Remote] CAmpactor: A Novel and Effective Local Search Algorithm for Optimizing Pairwise Covering Arrays within the Research Papers-track
APSEC
ESEM
ASE
- Committee Member in Program Committee within the Research Papers-track
- Author of Revisiting and Improving Retrieval-Augmented Deep Assertion Generation within the Research Papers-track
- Author of Log Parsing: How Far Can ChatGPT Go? within the NIER Track-track
- Author of What Makes Good In-context Demonstrations for Code Intelligence Tasks with LLMs? within the Research Papers-track
- Author of Revisiting and Improving Retrieval-Augmented Deep Assertion Generation within the Research Papers-track
ISSTA
ICSE
- Committee Member in New Ideas and Emerging Results within the NIER - New Ideas and Emerging Results-track
- Author of Log Parsing with Prompt-based Few-shot Learning within the Technical Track-track
- Author of Runtime Performance Prediction for Deep Learning Models with Graph Neural Network within the SEIP - Software Engineering in Practice-track
- Author of CoCoSoDa: Effective Contrastive Learning for Code Search within the Technical Track-track
- Author of CONAN: Diagnosing Batch Failures for Cloud Systems within the SEIP - Software Engineering in Practice-track
- Session Chair of Software logging (part of Technical Track)
- Author of Template-based Neural Program Repair within the Technical Track-track
- Author of Reusing Deep Neural Network Models through Model Re-engineering within the Technical Track-track
- Author of TraceArk: Towards Actionable Performance Anomaly Alerting for Online Service Systems within the SEIP - Software Engineering in Practice-track
- Author of Keeping Pace with Ever-Increasing Data: Towards Continual Learning of Code Intelligence Models within the Technical Track-track
- Author of Vulnerability Detection with Graph Simplification and Enhanced Graph Representation Learning within the Technical Track-track
- Committee Member in Industry Forum within the Industry Forum-track
- Chair in Technical Briefings within the Technical Briefings-track
- Tech briefings Chair in Organising Committee
- Author of An Empirical Study on Quality Issues of Deep Learning Platform within the SEIP - Software Engineering in Practice-track
- Author of Incident-aware Duplicate Ticket Aggregation for Cloud Systems within the Technical Track-track
2022
ESEC/FSE
- Committee Member in Program Committee within the Research Papers-track
- Author of No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence within the Research Papers-track
- Author of Diet Code Is Healthy: Simplifying Programs for Pre-trained Models of Code within the Research Papers-track
- Author of An Empirical Investigation of Missing Data Handling in Cloud Node Failure Prediction within the Industry Paper-track
- Committee Member in Program Committee within the Industry Paper-track
- Author of SPINE: A Scalable Log Parser with Feedback Guidance within the Research Papers-track
- Author of You See What I Want You to See: Poisoning Vulnerabilities in Neural Code Search within the Research Papers-track
- Author of SamplingCA: Effective and Efficient Sampling-Based Pairwise Testing for Highly Configurable Software Systems within the Research Papers-track
ASE
ICSE
- Author of Where is Your App Frustrating Users? within the Technical Track-track
- Author of Log-based Anomaly Detection with Deep Learning: How Far Are We within the Technical Track-track
- Author of Cross-Domain Deep Code Search with Few-Shot Learning within the Technical Track-track
- Author of What Do They Capture? - A Structural Analysis of Pre-Trained Language Models for Source Code within the Technical Track-track
- Author of NaturalCC: An Open-Source Toolkit for Code Intelligence within the DEMO - Demonstrations-track
- Author of On the Evaluation of Neural Code Summarization within the Technical Track-track
- Author of Refty: Refinement Types for Valid Deep Learning Models within the Technical Track-track
- Author of Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching within the Technical Track-track
- Author of Improving Fault Localization and Program Repair with Deep Semantic Features and Transferred Knowledge within the Technical Track-track
Mining Software Repositories
- Author of LibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries within the Technical Papers-track
- Committee Member in Program Committee within the Technical Papers-track
- Session Chair of Session 1 (part of Technical Papers)
- Committee Member in Shadow PC Advisors within the Shadow PC-track
International Conference on Program Comprehension
2021
ASE
- Session Chair of Mining and Issues (part of Research Papers)
- Committee Member in Program Committee within the Research Papers-track
- Committee Member in Program Committee within the Artifact Evaluation-track
- Author of Graph-based Incident Aggregation for Large-Scale Online Service Systems within the Research Papers-track
- Author of Log-based Anomaly Detection Without Log Parsing within the Research Papers-track
ESEC/FSE
- Author of Intelligent Container Reallocation at Microsoft 365 within the Industry Papers-track
- Author of Onion: Identifying Incident-Indicating Logs for Cloud Systems within the Industry Papers-track
- Author of Effective Low Capacity Status Prediction for Cloud Systems within the Industry Papers-track
- Author of LS-Sampling: An Effective Local Search Based Sampling Approach for Achieving High t-wise Coverage within the Research Papers-track
ICSE
- 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
CloudIntelligence
2020
ESEC/FSE
- 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
ASE
- 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
ICSE
Mining Software Repositories
2019
ASE
- 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
ICSE
- 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
International Conference on Software Engineering for Adaptive and Self-Managing Systems
2018
ESEC/FSE
ECOOP/ISSTA
ISSTA
ICSE
- 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