Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
On nonlinear dimensionality reduction, linear smoothing, and boundary conditionsMeta · Science China Information SciencesSep 28Beyond One Epoch: Uncertainty-Weighted Sensitivity Regularization for Recommendation ModelsMeta · arXiv (Cornell University)Sep 28Validating a High-Performance Cloud Object Store with Lightweight Formal MethodsMeta · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28SPEAR-Gen: Generation-Aware Pre-training for Unified Speech RepresentationsMeta · arXiv (Cornell University)Sep 28Big Bird: Resilient Privacy Budgeting Across Untrusted Web DomainsMeta · ACM SIGOPS Symposium on Operating Systems Principles (SOSP)Sep 28On the Token Value Inequality in Efficient ReasoningMeta · arXiv (Cornell University)Sep 27Self-Confirming Superposition Traps in Reinforcement LearningMeta · arXiv (Cornell University)Sep 26Verification of Compiler-to-Accelerator Mappings for Machine Learning AcceleratorsMeta · arXiv (Cornell University)Sep 25A Benchmark and Diagnostic Study of Epistemic Admission in Shared Agent MemoryMeta · arXiv (Cornell University)Sep 25Component Benchmark: Hierarchical Model Profiling for Large-scale Recommendation SystemsMeta · arXiv (Cornell University)Sep 25The Third Workshop on Agentic and Generative AI for E-CommerceMeta · ACM Conference on Recommender Systems (RecSys)Sep 25Scaling Sequence Learning under Production Latency ConstraintsMeta · ACM Conference on Recommender Systems (RecSys)Sep 25Versioned Late Materialization for Ultra-Long Sequence Training in Recommendation Systems at ScaleMeta · ACM Conference on Recommender Systems (RecSys)Sep 25The Text on the Creative: An Under-Exploited Ranking Modality for Short-Form Video AdsMeta · ACM Conference on Recommender Systems (RecSys)Sep 25Impression Share Prediction: An Offline Evaluation Task for Ranking SystemsMeta · ACM Conference on Recommender Systems (RecSys)Sep 25Shape Your Feed: An LLM-based Agentic System for Conversational RecommendationMeta · ACM Conference on Recommender Systems (RecSys)Sep 25Mosaic: A Fleet of User Embedding Specialists for Recommendation at MetaMeta · ACM Conference on Recommender Systems (RecSys)Sep 25LO-FAR: A Cost-Aware Local Filter for Sparse Feature Ranking in Industrial Ad RecommendationMeta · ACM Conference on Recommender Systems (RecSys)Sep 25Probabilistic Residual Learning for Online RecommendationsMeta · ACM Conference on Recommender Systems (RecSys)Sep 25WHALE: A Scalable Unified Model for Recommendation with Wukong-HSTU ArchitectureMeta · ACM Conference on Recommender Systems (RecSys)Sep 25Structuring and Tokenizing Distributed User Interest Context for Generative RecommendationMeta · ACM Conference on Recommender Systems (RecSys)Sep 25RankGraph-2: Lifecycle Co-Design for Billion-Node Graph Learning in RecommendationMeta · ACM Conference on Recommender Systems (RecSys)Sep 25Multi-Probe Zero Collision Hash (MPZCH): Mitigating Embedding Collisions and Enhancing Model Freshness in Large-Scale RecommendersMeta, OpenAI · ACM Conference on Recommender Systems (RecSys)Sep 25CoFiRec: Coarse-to-Fine Tokenization for Generative RecommendationMeta · ACM Conference on Recommender Systems (RecSys)Sep 25SCOUT: Coupling-Free Bounds for Trillion-Scale Top-k Retrieval in Sparse Tensor FactorizationMeta · Proceedings of the ACM on Management of DataSep 24