Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Detecting Prefix Bias in LLM-based Reward ModelsMeta · ACM Conference on Fairness, Accountability, and Transparency (FAccT)11 citationsJun 23, 2025AI Trust Reshaping Administrative Burdens: Understanding Trust-Burden Dynamics in LLM-Assisted Benefits SystemsAlphabet · ACM Conference on Fairness, Accountability, and Transparency (FAccT)10 citationsJun 23, 2025When Testing AI Tests Us: Safeguarding Mental Health on the Digital FrontlinesMicrosoft · ACM Conference on Fairness, Accountability, and Transparency (FAccT)10 citationsJun 23, 2025Measuring Machine Learning Harms from Stereotypes Requires Understanding Who Is Harmed by Which Errors in What WaysMicrosoft · ACM Conference on Fairness, Accountability, and Transparency (FAccT)10 citationsJun 23, 2025CoSEFA: An LLM-Based Programming Assistant for Secure Code Generation via Supervised Co-DecodingCloudWalk Technology · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)8 citationsJun 23, 2025DDR5 DRAM Faults in the FieldAlphabet · IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)8 citationsJun 23, 2025AIOpsLab in Action: An Open Platform for AIOps ResearchMicrosoft · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)3 citationsJun 23, 2025Using Large Language Models to Support the Workflow of Differential TestingMicrosoft · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)3 citationsJun 23, 2025dl²: Detecting Communication Deadlocks in Deep Learning JobsMicrosoft · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)3 citationsJun 23, 2025Large-Scale AI Infra Reliability: Challenges, Strategies, and Llama 3 Training ExperienceMeta · IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)3 citationsJun 23, 2025Agile3D: Adaptive Contention- and Content-Aware 3D Object Detection for Embedded GPUsNVIDIA · International Conference on Mobile Systems, Applications, and Services2 citationsJun 23, 2025LEGATO: Large-scale End-to-end Generalizable Approach to Typeset OMRAllen Institute for AI · arXiv (Cornell University)2 citationsJun 23, 2025An Empirical Study of Issues in Large Language Model Training SystemsMicrosoft · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)2 citationsJun 23, 2025Fairness of Deep Ensembles: On the interplay between per-group task difficulty and under-representationCohere · ACM Conference on Fairness, Accountability, and Transparency (FAccT)2 citationsJun 23, 2025The Synergistic Imperative: Integrating Artificial Intelligence with Master Data Management for Enhanced Data Quality and GovernanceMeta · Journal of Computer Science and Technology Studies1 citationJun 23, 2025These Are Not All the Features You Are Looking For: A Fundamental Bottleneck in Supervised PretrainingMeta · arXiv (Cornell University)1 citationJun 23, 2025Binsparse: A Specification for Cross-Platform Storage of Sparse Matrices and TensorsNVIDIA · arXiv (Cornell University)1 citationJun 23, 2025Te-PID: An Adaptive Erasure Coding Temperature Management System for Optimized Cloud StorageMicrosoft · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)1 citationJun 23, 2025Designing for Scalability: Building a Universal Serverless Messaging Architecture with Apache RocketMQAlibaba · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)1 citationJun 23, 2025SoundBoost: Effective RCA and Attack Detection for UAV via Acoustic Side-ChannelTechnology Innovation Institute · International Conference on Dependable Systems & Networks/Proceedings1 citationJun 23, 2025Hardware Telemetry at Scale: A Case Study on SSDs Endurance Monitoring in DatacentersMeta · IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S)1 citationJun 23, 2025From Users to Co-Designers: Youth Participation in Understanding CyberbullyingAlphabet · ACM International Conference on Interaction Design and Children (IDC)1 citationJun 23, 2025Accelerating ML Models and NP-Hard Optimisation Problems Using LightMicrosoft · Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC)Jun 23, 2025VO-GCSE: Verification Optimization through Global Common Subexpression EliminationNVIDIA, Technology Innovation Institute · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)Jun 23, 2025Reduction Fusion for Optimized Distributed Data-Parallel Computations via Inverse RecomputationMicrosoft · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)Jun 23, 2025