Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Efficient Cloud Server Deployment Under Demand UncertaintyMicrosoft · Manufacturing & Service Operations Management6 citationsFeb 10, 2025DeepCrossAttention: Supercharging Transformer Residual ConnectionsAlphabet · arXiv (Cornell University)5 citationsFeb 10, 2025Habitizing Diffusion Planning for Efficient and Effective Decision MakingMicrosoft · arXiv (Cornell University)4 citationsFeb 10, 2025Disco: A Compact Index for LSM-treesMicrosoft · Proceedings of the ACM on Management of Data4 citationsFeb 10, 2025Ultraverse: An Efficient What-if Analysis Framework for Software Applications Interacting with Database SystemsDatabricks · Proceedings of the ACM on Management of Data3 citationsFeb 10, 2025QURE: AI-Assisted and Automatically Verified UDF InliningMicrosoft · Proceedings of the ACM on Management of Data2 citationsFeb 10, 2025Azure Fabric: Microsoft's Unified Data Platform for the EnterpriseMicrosoft · International Journal of Scientific Research in Computer Science Engineering and Information Technology1 citationFeb 10, 2025Bug and Test Case Tracking: Optimizing Software Quality with Fabric DashboardsMicrosoft · International Journal of Scientific Research in Computer Science Engineering and Information Technology1 citationFeb 10, 2025Optimizing API Gateway Performance with Serverless Architectures: A Comprehensive AnalysisMicrosoft · International Journal of Scientific Research in Computer Science Engineering and Information TechnologyFeb 10, 2025SERVERLESS ARCHITECTURES IN DISTRIBUTED COMPUTING: A TECHNICAL ANALYSISMicrosoft · INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGYFeb 10, 2025ScaWL: Scaling k-WL (Weisfeiler-Lehman) Algorithms in Memory and Performance on Shared and Distributed-Memory SystemsMeta · ACM Transactions on Architecture and Code OptimizationFeb 10, 2025FrAug: Enhanced Fraud Detection in Interbank Transfers via Augmented Account FeaturesLG AI Research · IEEE International Conference on Big Data and Smart Computing (BigComp)Feb 9, 2025On Memory Construction and Retrieval for Personalized Conversational AgentsMicrosoft · arXiv (Cornell University)58 citationsFeb 8, 2025Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation ModelMicrosoft · arXiv (Cornell University)13 citationsFeb 8, 2025APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel EncodingNVIDIA · arXiv (Cornell University)11 citationsFeb 8, 2025Open Challenges in Time Series Anomaly Detection: An Industry PerspectiveMicrosoft · arXiv (Cornell University)10 citationsFeb 8, 2025Target speaker lipreading by audio–visual self-distillation pretraining and speaker adaptationiFlytek · Expert Systems with Applications5 citationsFeb 8, 2025DeepThink: Aligning Language Models with Domain-Specific User IntentsMicrosoft · arXiv (Cornell University)4 citationsFeb 8, 2025Breaking the Quadratic Barrier: Robust Cardinality Sketches for Adaptive QueriesAlphabet · arXiv (Cornell University)1 citationFeb 8, 2025GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity?Meta · arXiv (Cornell University)59 citationsFeb 7, 2025EcoServe: Designing Carbon-Aware AI Inference SystemsMicrosoft, NVIDIA · arXiv (Cornell University)51 citationsFeb 7, 2025QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and GenerationNVIDIA · arXiv (Cornell University)44 citationsFeb 7, 2025Designing LLM Chains by Adapting Techniques from Crowdsourcing WorkflowsAllen Institute for AI · ACM Transactions on Computer-Human Interaction39 citationsFeb 7, 2025On the Difficulty of Constructing a Robust and Publicly-Detectable WatermarkGoogle DeepMind · arXiv (Cornell University)13 citationsFeb 7, 2025Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-IdentificationSenseTime · IEEE Transactions on Pattern Analysis and Machine Intelligence10 citationsFeb 7, 2025