Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
A Technical Perspective of CausalMeshMicrosoft · ACM SIGMOD RecordApr 28, 2025RAPGen: An Approach for Fixing Code Inefficiencies in Zero-ShotMicrosoft · IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)39 citationsApr 27, 2025Dear Diary: A Randomized Controlled Trial of Generative AI Coding Tools in the WorkplaceMicrosoft · IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)33 citationsApr 27, 2025Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software ProductsMicrosoft · IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)24 citationsApr 27, 2025Moving Faster and Reducing Risk: Using LLMs in Release DeploymentMeta · IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)11 citationsApr 27, 2025Identifying Factors Contributing to “Bad Days” for Software Developers: A Mixed-Methods StudyMicrosoft · IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)9 citationsApr 27, 2025Anyprefer: An Agentic Framework for Preference Data SynthesisMicrosoft · arXiv (Cornell University)8 citationsApr 27, 2025AI-Assisted SQL Authoring at Industry ScaleMeta · IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)8 citationsApr 27, 2025Time Warp: The Gap Between Developers' Ideal vs Actual Workweeks in an AI-Driven EraMicrosoft · IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)7 citationsApr 27, 2025Enhancing Differential Testing: LLM-Powered Automation in Release EngineeringMicrosoft · IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)5 citationsApr 27, 2025Adaptra: Straggler-Resilient Hybrid-Parallel Training with Pipeline AdaptationAlibaba · arXiv (Cornell University)4 citationsApr 27, 2025HyperCRX 2.0: A Comprehensive and Automated Tool for Empowering GitHub InsightsAlibaba · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)2 citationsApr 27, 2025SoTaNa: An Open-Source Software Engineering Instruction-Tuned ModelMicrosoft · IEEE/ACM International Conference on AI Foundation Models and Software Engineering (FORGE)1 citationApr 27, 2025BSODiag: A Global Diagnosis Framework for Batch Servers Outage in Large-Scale Cloud Infrastructure SystemsAlibaba · IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)Apr 27, 2025Automating ML Model Development at ScaleAlphabet · IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)Apr 27, 2025Deep Learning-Based Data Leak Prevention Systems for Enterprise EnvironmentsMicrosoft · International Journal For Multidisciplinary ResearchApr 27, 2025Vulnerability Detection with Code Language Models: How Far are We?Google DeepMind · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)363 citationsApr 26, 2025Large Language Models as Configuration ValidatorsMeta · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)41 citationsApr 26, 2025Towards Neural Synthesis for SMT-Assisted Proof-Oriented ProgrammingMicrosoft · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)29 citationsApr 26, 2025Closing the Gap: A User Study on the Real-world Usefulness of AI-powered Vulnerability Detection & Repair in the IDEMicrosoft · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)22 citationsApr 26, 2025LLM Assistance for Memory SafetyMicrosoft · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)17 citationsApr 26, 2025RustAssistant: Using LLMs to Fix Compilation Errors in Rust CodeMicrosoft · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)17 citationsApr 26, 2025When2Call: When (not) to Call ToolsNVIDIA · arXiv (Cornell University)16 citationsApr 26, 20253DGen: AI-Assisted Generation of Provably Correct Binary Format ParsersMicrosoft · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)16 citationsApr 26, 2025Famos: Fault Diagnosis for Microservice Systems Through Effective Multi-Modal Data FusionAlibaba · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion)14 citationsApr 26, 2025