Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Rethinking ANN-based Retrieval: Multifaceted Learnable Index for Large-scale Recommendation SystemMeta · arXiv (Cornell University)Feb 18Enhancing progressive ensemble learning via normalized extra-Gradient initializationMeta · Neural NetworksFeb 18RankGraph-Context: Empowering Different Industrial Recommendation System StagesMeta · ACM International Conference on Web Search and Data Mining (WSDM)Feb 16RankID: A Unified Semantic ID Learned through Multi-Stage Semantic Alignment of Multimodal FeaturesMeta · ACM International Conference on Web Search and Data Mining (WSDM)Feb 16Pre-training Language Model for Friend Recommendation: A Case Study of Large Social GraphMeta · ACM International Conference on Web Search and Data Mining (WSDM)Feb 16Kunlun: Establishing Scaling Laws for Massive-Scale Recommendation Systems through Unified Architecture DesignMeta, OpenAI · arXiv (Cornell University)Feb 10Kunlun: Establishing Scaling Laws for Massive-Scale Recommendation Systems through Unified Architecture DesignMeta, OpenAI · arXiv (Cornell University)Feb 10Generative AI for Data-Centric Healthcare with Integrated Anomaly Detection and MonitoringMeta · International Conference on Communication, Computing and Emerging Technologies (IC3ET)Feb 9Retrieval-Augmented Generative AI for Adaptive Data Engineering in Healthcare SystemsMeta · International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)Feb 5Flow matching meets biology and life science: a surveyMeta · npj Artificial Intelligence7 citationsJan 31PinDrop: Breaking the Silence on SDCs in a Large-Scale FleetMeta · Proceedings - International Symposium on High-Performance Computer Architecture/Proceedings2 citationsJan 31Proton: Towards Multi-level, Adaptive Profiling for TritonMeta, OpenAI · IEEE/ACM International Symposium on Code Generation and Optimization (CGO)1 citationJan 31Relatos de ex-alunos e colaboradores sobre suas experiências no LaMuTMeta · Revista Brasileira de MúsicaJan 31Unveiling the Potential of Quantization with MXFP4: Strategies for Quantization Error ReductionMeta · arXiv (Cornell University)Jan 30Transformation-Augmented GRPO for Enhancing Exploration in Reasoning of Large Language ModelsMeta · arXiv (Cornell University)Jan 30Comparative Evaluation of Deep Learning Architectures for Human Action RecognitionMeta · Computer Fraud & SecurityJan 29MACHINE LEARNING FOR NETWORK INTRUSION DETECTION IN USA CRITICAL INFRASTRUCTURE: CHALLENGES AND OPPORTUNITIESMeta · International Journal of Network Security & Its ApplicationsJan 28UrgentMOS: Unified Multi-Metric and Preference Learning for Robust Speech Quality AssessmentMeta · arXiv (Cornell University)Jan 26Multi-stage predictive framework for early anomaly detection and real-time alerts in data center thermal systemsMeta · The International Journal of Advanced Manufacturing Technology1 citationJan 23Self-Healing Data Pipelines with Predictive Failure ForecastingMeta · International Conference on Communication, Computing and Electronics Systems (ICCCES)Jan 21Performance and robustness of signal-dependent vs. signal-independent binaural signal matching with wearable microphone arraysMeta · EURASIP Journal on Audio Speech and Music ProcessingJan 21ICASSP 2026 URGENT Speech Enhancement ChallengeMeta · arXiv (Cornell University)Jan 20ICASSP 2026 URGENT Speech Enhancement ChallengeMeta · arXiv (Cornell University)Jan 20Self-Reflective Memory Consolidation in Agentic ArchitecturesMeta · International Journal of Computer ApplicationsJan 20Bayesian teaching enables probabilistic reasoning in large language modelsAlphabet, Meta · Nature Communications8 citationsJan 7