Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
A Client-level Assessment of Collaborative Backdoor Poisoning in Non-IID Federated LearningMeta · IEEE International Conference on Distributed Computing Systems (ICDCS)2 citationsJul 21, 2025Sustainable AI Training via Hardware–Software Co-Design on NVIDIA, AMD, and Emerging GPU ArchitecturesMeta · IEEE International Conference on Service-Oriented System Engineering (SOSE)2 citationsJul 21, 2025Novel and Efficient Approximations for Zero-One and Ranking Losses of Linear ClassifiersMeta · Vietnam Journal of MathematicsJul 21, 2025W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question AnsweringMeta · ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR)9 citationsJul 18, 2025Towards Two-Stage Counterfactual Learning to RankMeta · ACM SIGIR International Conference on Theory of Information Retrieval (ICTIR)3 citationsJul 18, 2025Emerging Trends in SSD Technology for AI Applications: A Comprehensive AnalysisMeta · International Journal of Computing and EngineeringJul 16, 2025Order-agnostic Identifier for Large Language Model-based Generative RecommendationMeta · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)16 citationsJul 13, 2025Agentic Feedback Loop Modeling Improves Recommendation and User SimulationMeta · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)14 citationsJul 13, 2025IDAT: A Multi-Modal Dataset and Toolkit for Building and Evaluating Interactive Task-Solving AgentsMeta, Microsoft · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)1 citationJul 13, 2025Negative Exclusion Filtering: Optimizing Ad Delivery Efficiency for Large-Scale Social Media PlatformsMeta · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)1 citationJul 13, 2025From Goals to Actions: Designing Context-aware LLM Chatbots for New Year's ResolutionsMeta · ACM Conference on Conversational User Interfaces (CUI)2 citationsJul 5, 2025A Survey on the Shared Address Space with Privatized Static Variables (SAS-PSV) Execution Model for the Many-Core EraMeta, NVIDIA · ACM Computing SurveysJul 4, 2025Robust Multi-Contrast MRI Medical Image Translation via Knowledge Distillation and Adversarial AttackMeta · IEEE Journal of Biomedical and Health Informatics1 citationJul 2, 2025TSB-AutoAD: Towards Automated Solutions for Time-Series Anomaly DetectionMeta · Proceedings of the VLDB Endowment13 citationsJul 1, 2025Beyond Intent: A Unified AI Framework for Self-Optimizing, Self-Securing, and Self-Healing Networks Using Generative AI, Federated Learning, and Neuromorphic ComputingMeta · International Journal on Science and Technology2 citationsJun 27, 2025CEFSW'25: The 2nd Collaboration and Evolution of Foundation and Specialized Models WorkshopMeta · International Conference on Multimedia RetrievalJun 25, 2025Mutation-Guided LLM-based Test Generation at MetaMeta · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)25 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)2 citationsJun 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, 2025Leveraging Surplus Android Phones in India: Scalable Use Cases in Edge Computing, Digital Health, and Smart InfrastructureMeta · International Journal of Global Innovations and Solutions (IJGIS)2 citationsJun 22, 2025A Digital Twin of Scalable Quantum CloudsMeta · ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (SIGSIM-PADS)6 citationsJun 21, 2025Meta's Second Generation AI Chip: Model-Chip Co-Design and Productionization ExperiencesMeta · Proceedings - International Symposium on Computer Architecture/Proceedings14 citationsJun 20, 2025DCPerf: An Open-Source, Battle-Tested Performance Benchmark Suite for Datacenter WorkloadsMeta · Proceedings - International Symposium on Computer Architecture/Proceedings9 citationsJun 20, 2025Scaling Llama 3 Training with Efficient Parallelism StrategiesMeta · Proceedings - International Symposium on Computer Architecture/Proceedings9 citationsJun 20, 2025Dynamic Load Balancer in Intel Xeon Scalable Processor: Performance Analyses, Enhancements, and GuidelinesMeta · Proceedings - International Symposium on Computer Architecture/Proceedings4 citationsJun 20, 2025