Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Optimus: A Generic Operator-Level PyTorch Model Transformation FrameworkMeta · arXiv (Cornell University)Jul 3A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction ModelsMeta · arXiv (Cornell University)Jul 2A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction ModelsMeta · arXiv (Cornell University)Jul 2TenProf: A Tensor-Centric Profiler for Deep Learning Workload Analysis and OptimizationMeta · ACM International Conference on Supercomputing (ICS)Jul 2Server Life Extensions at ScaleMeta · IEEE International Symposium on On-Line Testing and Robust System Design (IOLTS)Jul 1SmartDispatch: Dynamic Substitution of NumPy-Style APIs on Heterogeneous CPU-GPU SystemsMeta · Proceedings of the ACM on software engineering.Jun 30A Self-Supervised Learning Framework for Video Encoding Complexity ClusteringMeta · arXiv (Cornell University)Jun 28NEXT: Reasoning-Driven Video Recommendation via a Vision-Language ModelMeta · arXiv (Cornell University)Jun 27Formal Security Analysis of Agent Protocol CompositionMeta · arXiv (Cornell University)Jun 27Intuition-Guided Latent Reasoning for LLM-Based RecommendationMeta · arXiv (Cornell University)Jun 26Intuition-Guided Latent Reasoning for LLM-Based RecommendationMeta · arXiv (Cornell University)Jun 26An Empirical Study of LLM-Generated Specifications for VeriFastMeta · arXiv (Cornell University)Jun 25At the Edge of Understanding: Sparse Autoencoders Trace The Limits of Transformer GeneralizationMeta · arXiv (Cornell University)Jun 24Beyond Trajectory Imitation: Strategy-Guided Policy Optimization for LLM ReasoningMeta · arXiv (Cornell University)Jun 23Practical Occluder Generation for Mobile GamesMeta · IEEE Transactions on Visualization and Computer GraphicsJun 23BPFComposer: Towards deterministic and safe composition of eBPF Programs (and their Shared state)Meta · ACM International Conference on Distributed and Event-Based Systems (DEBS)1 citationJun 22QMTD: Query Vector Guided Multi-Scale Text DetectionMeta · International Conference on Multimedia RetrievalJun 15ARGESTUREAID: A Voice-Based, Adaptive, and Context-Aware Conversational Assistant for Supporting Mid-Air Gesture Discovery and ExecutionMeta · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous TechnologiesJun 15Identification and matching of room acoustics with moving head-worn microphone arraysMeta · EURASIP Journal on Audio Speech and Music ProcessingJun 12Context-as-AI-Service: Surfacing Cross-File Dependency Chains for LLM-Generated Developer DocumentationMeta · arXiv (Cornell University)Jun 3When Model Merging Breaks Routing: Training-Free Calibration for MoEMeta · arXiv (Cornell University)Jun 2Reason4Rec: Deliberative User Preference Alignment of Large Language Models for RecommendationMeta · IEEE Transactions on Knowledge and Data EngineeringJun 2Vistara: Making CXL Real-Full Path From ASIC Design and OS Support to Hyperscale DeploymentMeta · ACM/IEEE International Symposium on Computer Architecture (ISCA)2 citationsJun 1Autonomous Database Tuning Using Machine Learning for Large-Scale Enterprise ApplicationsMeta · Technology and Innovation Conference (TIC)Jun 1Optimizing Distributed SQL Query Execution Through Intelligent Data Partitioning TechniquesMeta · Technology and Innovation Conference (TIC)Jun 1