Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
ScaWL: Scaling k-WL (Weisfeiler-Lehman) Algorithms in Memory and Performance on Shared and Distributed-Memory SystemsMeta · ACM Transactions on Architecture and Code OptimizationFeb 10, 2025Implementing Privacy-First Architecture: A Technical Guide to Ethical Data Pipelines and AI SystemsMeta · International Journal of Scientific Research in Computer Science Engineering and Information Technology2 citationsFeb 7, 2025GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity?Meta · arXiv (Cornell University)1 citationFeb 7, 2025The Evolution of Automation in IT Operations: From Basic Scripts to AI-Powered SolutionsMeta · International Journal of Scientific Research in Computer Science Engineering and Information TechnologyFeb 7, 2025UNDERSTANDING REAL-TIME DATA PIPELINES: ARCHITECTURE, IMPLEMENTATION, AND TECHNOLOGIESMeta · INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGYFeb 7, 2025Forecasting GPU Performance for Deep Learning Training and InferenceMeta · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)33 citationsFeb 6, 2025Coach: Exploiting Temporal Patterns for All-Resource Oversubscription in Cloud PlatformsAlphabet, Meta, Microsoft · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)10 citationsFeb 6, 2025PsyPlay: Personality-Infused Role-Playing Conversational AgentsMeta · arXiv (Cornell University)Feb 6, 2025Re-CATA: Real-Time and Flexible Accelerator Design Framework for On-Device Codec AvatarsMeta · IEEE Transactions on Computer-Aided Design of Integrated Circuits and SystemsFeb 6, 2025Gaze Inputs for Targeting: The Eyes Have It, Not With a CursorMeta · International Journal of Human-Computer Interaction8 citationsFeb 5, 2025PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal VerificationMeta · arXiv (Cornell University)1 citationFeb 4, 2025BRIDLE: Generalized Self-supervised Learning with QuantizationMeta · arXiv (Cornell University)Feb 4, 2025RUN: Reversible Unfolding Network for Concealed Object SegmentationMeta · arXiv (Cornell University)4 citationsJan 30, 2025The impact of visual fidelity on screen-based virtual reality food choices: A randomized pilot studyMeta · PLoS ONE3 citationsJan 30, 2025Accelerating Confidential Recommendation Model Inference With Near-Memory ProcessingMeta, NVIDIA · IEEE Transactions on Dependable and Secure Computing1 citationJan 24, 2025Mutation-Guided LLM-based Test Generation at MetaMeta · arXiv (Cornell University)2 citationsJan 22, 2025Meta’s Hyperscale Infrastructure: Overview and InsightsMeta · Communications of the ACM18 citationsJan 21, 2025H4H: Hybrid Convolution-Transformer Architecture Search for NPU-CIM Heterogeneous Systems for AR/VR ApplicationsMeta · Asia and South Pacific Design Automation Conference (ASP-DAC)6 citationsJan 20, 2025SCALING MACHINE LEARNING PIPELINES: A COMPREHENSIVE GUIDE TO LARGE-SCALE PERSONALIZATION SYSTEMSMeta · INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGYJan 17, 2025Joint speech and text machine translation for up to 100 languagesMeta · Nature28 citationsJan 15, 2025Preparing MPICH for exascaleCerebras Systems, Meta, Microsoft, NVIDIA · The International Journal of High Performance Computing Applications8 citationsJan 9, 2025DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference OptimizationMeta · arXiv (Cornell University)Jan 5, 2025Anomaly Detection in Network Traffic Using Advanced Machine Learning TechniquesMeta · IEEE Access71 citationsJan 1, 2025Gymnasium: A Standard Interface for Reinforcement Learning EnvironmentsMeta · neural information processing systems39 citationsJan 1, 2025SpoofCeleb: Speech Deepfake Detection and SASV in the WildMeta · IEEE Open Journal of Signal Processing21 citationsJan 1, 2025