Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Intelligent Elastic Feature Fading: Enabling Model Retrain-Free Feature Efficiency Rollouts at ScaleMeta · arXiv (Cornell University)May 1Elimination Templates in Macaulay2Meta · arXiv (Cornell University)Apr 30Versioned Late Materialization for Ultra-Long Sequence Training in Recommendation Systems at ScaleMeta · arXiv (Cornell University)Apr 27Improved large-scale graph learning through ridge spectral sparsificationMeta · arXiv (Cornell University)9 citationsApr 22ICASSP 2026 Urgent Speech Enhancement ChallengeMeta · IEEE International Conference on Acoustics Speech and Signal Processing2 citationsApr 21Micro Language Models Enable Instant ResponsesMeta · arXiv (Cornell University)Apr 21SLM-TTA: A Framework for Test-Time Adaptation of Generative Spoken Language ModelsMeta · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 212025 Urgent Speech Enhancement Challenge Multilingual P.808 Listening Tests: Approach and ResultsMeta · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21TMS: Text-Prompted Multi-Channel Speech Separation on Smart GlassesMeta · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21ArtiFree: Detecting and Reducing Generative Artifacts in Diffusion-Based Speech EnhancementMeta · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21Equipping Large Language Model with Directional Speech Understanding CapabilitiesMeta · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21Denoising Of Stochastic Ray Tracing Room Impulse ResponsesMeta · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21T-Mimi: A Transformer-Based Mimi Decoder for Real-Time On-Phone TTSMeta · IEEE International Conference on Acoustics Speech and Signal ProcessingApr 21Exploring Heterogeneity-Aware Optimizations for Resource Efficient Edge RecommendationMeta · Design, Automation, and Test in EuropeApr 20Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads RecommendationsMeta · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)Apr 20Sample Complexity Bounds for Stochastic Shortest Path with a Generative ModelGoogle DeepMind, Meta · arXiv (Cornell University)7 citationsApr 17KnitLoRA: bridging low-rank adaptation as interwoven layers for deeper semantic reasoningMeta · Scientific Reports1 citationApr 16Efficient Retrieval Scaling with Hierarchical Indexing for Large Scale RecommendationMeta · arXiv (Cornell University)Apr 14Unleashing Implicit Rewards: Prefix-Value Learning for Distribution-Level OptimizationMeta · arXiv (Cornell University)Apr 14Efficient Retrieval Scaling with Hierarchical Indexing for Large Scale RecommendationMeta · arXiv (Cornell University)Apr 14RPRA: Predicting an LLM-Judge for Efficient but Performant InferenceMeta · arXiv (Cornell University)Apr 14Towards Proactive Approaches to Combating Toxicity, Harassment, and Abuse in Online Social Spaces: A Collaborative Theory-Building WorkshopMeta · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA)1 citationApr 13SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference ScalingMeta · arXiv (Cornell University)Apr 13Reducing Hallucination in Enterprise AI Workflows via Hybrid Utility Minimum Bayes Risk (HUMBR)Meta · arXiv (Cornell University)Apr 13SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference ScalingMeta · arXiv (Cornell University)Apr 13