conf.researchr.org / Xin Peng
Registered user since Tue 29 May 2018
Name:Xin Peng
Country:China
Affiliation:Fudan University
Personal website: https://faculty.fudan.edu.cn/pengxin
Research interests:LLM-based Intelligent Software Development, Agent-based Intelligent Software System
Contributions
2027
ESEC/FSE
2026
ASE
ISSTA
- Author of Poirot: Automatic Root Cause Analysis of Safety Violations in ADS Simulation Testing via Hypothetical Reasoning within the Research papers-track
- Author of Towards Iterative End-to-End Software Development: A Feature-Driven Multi-Agent Framework within the Research papers-track
- Author of TensorLock: Recovering Model Dependency for Model Supply Chain within the Research papers-track
- Author of Rethinking Mixture-of-Experts for Vulnerability Detection: An Empirical Study and Improved Design within the Research papers-track
- Committee Member in Research papers within the Research papers-track
- Author of AutoHIL: LLM-Based ECU Functional Test Generation through Domain Knowledge Augmentation within the Research papers-track
- Author of RESTOR: Automated Test Oracle Generation for RESTful APIs via Reinforcement Learning within the Research papers-track
- Author of The Fix is Right at Hand: Fixing Incompatibility Errors Guided by Library Knowledge for Automatic Library Upgrade within the Research papers-track
- Author of SyzDiversity: Diversity-Guided Linux Kernel Fuzzing within the Research papers-track
- Author of Industrial Practice of LLM-based Test Case Carving and Assertion Generation (Experience Paper) within the Research papers-track
ICSME
ESEC/FSE
- Author of It Takes Two: Option-Aware Directed Greybox Fuzzing for Vulnerability PoC Generation within the Research Papers-track
- Committee Member in Program Committee within the Research Papers-track
- Author of Knowledge-Graph-Driven Data Synthesis for Low-Resource Software Development: A HarmonyOS Case Study within the Research Papers-track
- Author of Understanding Performance Problems in CUDA Programs within the Research Papers-track
- Author of TransAgent: Enhancing LLM-Based Code Translation via Fine-Grained Execution Alignment within the Research Papers-track
- Author of Project-Level C-to-Rust Translation via Pointer Knowledge Graphs within the Research Papers-track
- Author of AdaDec: A Uncertainty-Guided Lookahead Decoding Framework for LLM-based Code Generation within the Research Papers-track
ICSE
- Author of Characterizing Regression Bug‑Inducing Changes and Improving LLM‑Based Regression Bug Detection within the Research Track-track
- Author of Reducing False Positives in Static Bug Detection with LLMs: An Empirical Study in Industry within the SE In Practice (SEIP)-track
- Author of A First Look at Model Supply Chain: From the Risk Perspective within the Research Track-track
2025
ASE
- Author of Argus: Resilience-Oriented Safety Assurance Framework for End-to-End ADSs within the Research Papers-track
- Author of ProfMal: Detecting Malicious NPM Packages by the Synergy between Static and Dynamic Analysis within the Research Papers-track
- Author of RustRepoTrans: Repository-level Context Code Translation Benchmark Targeting Rust within the Research Papers-track
- PC Member in Research Papers within the Research Papers-track
ISSTA
- Author of RouthSearch: Inferring PID Parameter Specification for Flight Control Program by Coordinate Search within the Research Papers-track
- Committee Member in Program Committee within the Research Papers-track
- Author of Structure-Aware, Diagnosis-Guided ECU Firmware Fuzzing within the Research Papers-track
- Author of Recurring Vulnerability Detection: How Far Are We? within the Research Papers-track
2030 Software Engineering
ESEC/FSE
- Author of Detecting and Handling WoT Violations by Learning Physical Interactions from Device Logs within the Research Papers-track
- Author of RegTrieve: Reducing System-Level Regression Errors for Machine Learning Systems via Retrieval-Enhanced Ensemble within the Research Papers-track
- Author of Mystique: Automated Vulnerability Patch Porting with Semantic and Syntactic-Enhanced LLM within the Research Papers-track
ICSE
- Author of LLM Based Input Space Partitioning Testing for Library APIs within the Research Track-track
- Author of LLMs Meet Library Evolution: Evaluating Deprecated API Usage in LLM-based Code Completion within the Research Track-track
- Area Co-Chair for Evolution in Research Track within the Research Track-track
- Author of Boosting Static Resource Leak Detection via LLM-based Resource-Oriented Intention Inference within the Research Track-track
- Author of TIGER: A Generating-Then-Ranking Framework for Practical Python Type Inference within the Research Track-track
International Conference on Program Comprehension
2024
ASE
- Author of Magneto: A Step-Wise Approach to Exploit Vulnerabilities in Dependent Libraries via LLM-Empowered Directed Fuzzing within the Research Papers-track
- Author of SpiderScan: Practical Detection of Malicious NPM Packages Based on Graph-Based Behavior Modeling and Matching within the Research Papers-track
- Author of Vision: Identifying Affected Library Versions for Open Source Software Vulnerabilities within the Research Papers-track
ISSTA
- Author of C2D2: Extracting Critical Changes for Real-World Bugs with Dependency-Sensitive Delta Debugging within the Technical Papers-track
- Committee Member in Program Committee within the Technical Papers-track
- Author of DiaVio: LLM-Empowered Diagnosis of Safety Violations in ADS Simulation Testing within the Technical Papers-track
- Author of Your “Notice” Is Missing: Detecting and Fixing Violations of Modification Terms in Open Source Licenses during Forking within the Technical Papers-track
- Author of Reproducing Timing-Dependent GUI Flaky Tests in Android Apps via a Single Event Delay within the Technical Papers-track
2030 Software Engineering
ESEC/FSE
- Author of Evaluating and Improving ChatGPT for Unit Test Generation within the Posters-track
- Committee Member in Program Committee within the Student Research Competition-track
- Author of Evaluating and Improving ChatGPT for Unit Test Generation within the Research Papers-track
- Committee Member in Program Committee within the Research Papers-track
ICSE
- Committee Member in Research Track within the Research Track-track
- Author of Identifying Affected Libraries and Their Ecosystems for Open Source Software Vulnerabilities within the Research Track-track
- Author of Exploring the Potential of ChatGPT in Automated Code Refinement: An Empirical Study within the Research Track-track
- Author of On Calibration of Pre-trained Code models within the Research Track-track
- Author of Evaluating Large Language Models in Class-Level Code Generation within the Research Track-track
- Author of Trace-based Multi-Dimensional Root Cause Localization of Performance Issues in Microservice Systems within the Research Track-track
International Conference on Software Engineering for Adaptive and Self-Managing Systems
2023
ESEC/FSE
- Committee Member in Program Committee within the Ideas, Visions and Reflections-track
- Author of Recommending Analogical APIs via Knowledge Graph Embedding within the Research Papers-track
- Author of [Remote] Demystifying Dependency Bugs in Deep Learning Stack within the Research Papers-track
- Author of [Remote] Mining Resource-Operation Knowledge to Support Resource Leak Detection within the Research Papers-track
- Committee Member in Test of Time Award Committee
- Author of KG4CraSolver: Recommending Crash Solutions via Knowledge Graph within the Research Papers-track
ICSME
- Author of An Empirical Study on Fault Diagnosisa in Robotic Systems within the Research Track-track
- Author of Knowledge Graph based Explainable Question Retrieval for Programming Tasks within the Research Track-track
- Committee Member in Program Committee within the Research Track-track
- Author of Characterizing the Complexity and Its Impact on Testing in ML-Enabled Systems - A Case Study on Rasa within the Research Track-track
- Committee Member in Tool Demo Track - Program Committee within the Tool Demo Track-track
ASE
- Author of Dynamic Graph Neural Networks-based Alert Link Prediction for Online Service Systems within the Research Papers-track
- Author of An Empirical Study of Parameter-Efficient Fine-Tuning Methods for Pre-trained Code Models within the Research Papers-track
- Author of BugMiner: Automating Precise Bug Dataset Construction by Code Evolution History Mining within the Industry Challenge (Competition) -track
- Author of CodeGen4Libs: A Two-Stage Approach for Library-Oriented Code Generation within the Research Papers-track
- Author of Generating Variable Explanations via Zero-shot Prompt Learning within the Research Papers-track
Internetware
ISSTA
ICSE
- Author of ViolationTracker: Building Precise Histories for Static Analysis Violations within the Technical Track-track
- Program Committee Member in Technical Track within the Technical Track-track
- Chair in Posters within the Posters-track
- Author of ViolationTracker: Building Precise Histories for Static Analysis Violations within the Artifact Evaluation-track
- Posters and Informal Demos Co-chairs in Organising Committee
- Session Chair of AI systems engineering (part of Technical Track)
- Speakers/mentors in New Faculty Symposium within the New Faculty Symposium-track
2022
ESEC/FSE
- Committee Member in Program Committee within the Ideas, Visions and Reflections -track
- Author of API Method Recommendation via Explicit Matching of Functionality Verb Phrases within the ESEC/FSE 2020-track
- Author of Understanding Performance Problems in Deep Learning Systems within the Research Papers-track
- Author of Learning-Based Extraction of First-Order Logic Representations of API Directives within the ESEC/FSE 2021-track
- Author of Tracking Patches for Open Source Software Vulnerabilities within the Research Papers-track
- Committee Member in Program Committee within the Research Papers-track
- Author of TraceCRL: Contrastive Representation Learning for Microservice Trace Analysis within the Research Papers-track
- Author of How to Formulate Specific How-To Questions in Software Development? within the Research Papers-track
- Author of Trace Analysis Based Microservice Architecture Measurement within the Industry Paper-track
- Author of RegMiner: Mining Replicable Regression Dataset from Code Repositories within the Demonstrations-track
ASE
ISSTA
- Author of RegMiner: Towards Constructing a Large Regression Dataset from Code Evolution History within the Technical Papers-track
- Author of iFixDataloss: A Tool for Detecting and Fixing Data Loss Issues in Android Apps within the Tool Demonstrations-track
- Author of Detecting and Fixing Data Loss Issues in Android Apps within the Technical Papers-track
ICSE
- Author of DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning within the Technical Track-track
- Author of Demystifying the Vulnerability Propagation and Its Evolution via Dependency Trees in the NPM Ecosystem within the Technical Track-track
- Committee Member in Program Committee within the NIER - New Ideas and Emerging Results-track
- Author of API-related Developer Information Needs in Stack Overflow within the Journal-First Papers-track
- Session Chair of Release Engineering and DevOps 2 (part of Technical Track)
- Author of BuildSheriff: Change-Aware Test Failure Triage for Continuous Integration Builds within the Technical Track-track
International Conference on Program Comprehension
2021
ASE
- Author of Reducing Bug Triaging Confusion by Learning from Mistakes with a Bug Tossing Knowledge Graph within the Research Papers-track
- Author of Finding Replacements for Missing APIs in Library Update within the Research Papers-track
- Committee Member in Program Committee within the Research Papers-track
ESEC/FSE
ICSE
CloudIntelligence
- Committee Member in Program Committee within the CloudIntelligence 2021-track
- Session Chair of Panel #1 (part of CloudIntelligence 2021)
- Author of Large-Scale Trace Analysis for Microservice Architecture Understanding and Fault Analysis within the CloudIntelligence 2021-track
- Committee Member in Organizing Committee within the CloudIntelligence 2021-track
2020
ESEC/FSE
- Author of Graph-Based Trace Analysis for Microservice Architecture Understanding and Problem Diagnosis within the Industry Papers-track
- Author of Interactive, Effort-Aware Library Version Harmonization within the Research Papers-track
- Committee Member in Program Committee within the Research Papers-track
- Author of API Method Recommendation via Explicit Matching of Functionality Verb Phrases within the Research Papers-track
ASE
- Author of BuildFast: History-Aware Build Outcome Prediction for Fast Feedback and Reduced Cost in Continuous Integration within the Research Papers-track
- Committee Member in Program Committee within the Research Papers-track
- Author of Generating Concept based API Element Comparison Using a Knowledge Graph within the Research Papers-track