List of works - Hongyu Zhang

An Empirical Study of Code Search in Intelligent Coding Assistant: Perceptions, Expectations, and Directions

scientific article published on 10 July 2024

An Empirical Study on Low GPU Utilization of Deep Learning Jobs

scientific article published on 12 April 2024

Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study

scientific article published on 30 May 2024

Beyond Pairwise Testing: Advancing 3-wise Combinatorial Interaction Testing for Highly Configurable Systems

scientific article published on 11 September 2024

Bridge and Hint: Extending Pre-trained Language Models for Long-Range Code

scientific article published on 11 September 2024

CAmpactor: A Novel and Effective Local Search Algorithm for Optimizing Pairwise Covering Arrays

scientific article published on 30 November 2023

DSFM: Enhancing Functional Code Clone Detection with Deep Subtree Interactions

scientific article published on 12 April 2024

Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit

scientific article published on 18 May 2024

Demonstration-Free: Towards More Practical Log Parsing with Large Language Models

scientific article published on 18 October 2024

Detecting and Explaining Anomalies Caused by Web Tamper Attacks via Building Consistency-based Normality

scientific article published on 18 October 2024

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

scientific article published on 28 April 2023

Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation

scientific article published on 11 September 2024

IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion

scientific article published on 12 July 2024

KADEL: Knowledge-Aware Denoising Learning for Commit Message Generation

scholarly article

Local Search-based Approach for Cost-effective Job Assignment on Large Language Models

scientific article published on 01 August 2024

LogSD: Detecting Anomalies from System Logs through Self-Supervised Learning and Frequency-Based Masking

scientific article published on 12 July 2024

LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data

scientific article published on 06 February 2024

On the Effectiveness of Large Language Models in Domain-Specific Code Generation

scientific article published on 01 October 2024

Optimizing the Utilization of Large Language Models via Schedule Optimization: An Exploratory Study

scientific article published on 15 October 2024

Patching Weak Convolutional Neural Network Models through Modularization and Composition

scientific article published on 06 January 2023

PreLog: A Pre-trained Model for Log Analytics

scientific article published on 30 May 2024

Retrieving API Knowledge from Tutorials and Stack Overflow Based on Natural Language Queries

scientific article published on 07 October 2022

Reusing Convolutional Neural Network Models through Modularization and Composition

scientific article published on 13 November 2023

Revisiting Code Search in a Two-Stage Paradigm

scientific article published on 22 February 2023

Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates

scientific article published on 18 October 2024

Try with Simpler – An Evaluation of Improved Principal Component Analysis in Log-based Anomaly Detection

scholarly article

When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention

scientific article published on 11 September 2024

xASTNN: Improved Code Representations for Industrial Practice

scientific article published on 30 November 2023

List of works by Hongyu Zhang

An Empirical Study of Code Search in Intelligent Coding Assistant: Perceptions, Expectations, and Directions

An Empirical Study on Low GPU Utilization of Deep Learning Jobs

Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study

Beyond Pairwise Testing: Advancing 3-wise Combinatorial Interaction Testing for Highly Configurable Systems

Bridge and Hint: Extending Pre-trained Language Models for Long-Range Code

CAmpactor: A Novel and Effective Local Search Algorithm for Optimizing Pairwise Covering Arrays

DSFM: Enhancing Functional Code Clone Detection with Deep Subtree Interactions

Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit

Demonstration-Free: Towards More Practical Log Parsing with Large Language Models

Detecting and Explaining Anomalies Caused by Web Tamper Attacks via Building Consistency-based Normality

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

Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation

IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion

KADEL: Knowledge-Aware Denoising Learning for Commit Message Generation

Local Search-based Approach for Cost-effective Job Assignment on Large Language Models

LogSD: Detecting Anomalies from System Logs through Self-Supervised Learning and Frequency-Based Masking

LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data

On the Effectiveness of Large Language Models in Domain-Specific Code Generation

Optimizing the Utilization of Large Language Models via Schedule Optimization: An Exploratory Study

Patching Weak Convolutional Neural Network Models through Modularization and Composition

PreLog: A Pre-trained Model for Log Analytics

Retrieving API Knowledge from Tutorials and Stack Overflow Based on Natural Language Queries

Reusing Convolutional Neural Network Models through Modularization and Composition

Revisiting Code Search in a Two-Stage Paradigm

Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates

Try with Simpler – An Evaluation of Improved Principal Component Analysis in Log-based Anomaly Detection

When to Stop? Towards Efficient Code Generation in LLMs with Excess Token Prevention

xASTNN: Improved Code Representations for Industrial Practice