Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
LoKA: Low-Precision Kernel Applications for Recommendation Models at ScaleMeta · Proceedings - International Symposium on Computer Architecture/ProceedingsJun 1PipeWeave: Synergizing Analytical and Learning Models for Unified GPU Performance PredictionAlibaba · Proceedings - International Symposium on Computer Architecture/ProceedingsJun 1PhaseWeave: Phase-Aware Execution on Heterogeneous Chiplet Architectures for DatacentersMicrosoft · Proceedings - International Symposium on Computer Architecture/ProceedingsJun 1Multi-Agent Learning Systems for Distributed Intelligence ApplicationsMicrosoft · International Conference on Data Science for Cyber-Physical Systems Resilience using Advanced Applications (ICDCA)Jun 1Understanding When Declarative Feature Definitions Are Beneficial: Observations from Feature MaterializationMicrosoft · IEEE Cloud SummitJun 1Cold Start Latency of Quantized Small Language Models on Serverless CPU InfrastructureAlphabet · IEEE Cloud SummitJun 1Echo Confidence: A Closed-Loop Metric for Residual Echo Monitoring and Dynamic Echo ControlMeta · International Conference on Quality of Multimedia Experience (QoMEX)Jun 1How Many Stimuli are Enough? Power and Reliability of Crowdsourced Speech Codec EvaluationMeta · International Conference on Quality of Multimedia Experience (QoMEX)Jun 1Deep Learning Based Multi-Object Detection for Smart Surveillance ApplicationsMicrosoft · International Conference on Intelligent Technologies (CONIT)Jun 1Optimizing Query Performance in Cloud Data Warehouses Using ML and SQL Execution LogsAlphabet · International Conference on Intelligent Technologies (CONIT)Jun 1RAG-Enhanced Explainable AI for Regulatory-Compliant Credit Risk AssessmentAlphabet · IEEE International Conference on AI and Data Analytics (ICAD)Jun 1Leveraging Large Language Models for Sentiment Analysis: Multi-Modal Analysis of Decentraland’s MANA TokenMicrosoft · IEEE International Conference on Blockchain and Cryptocurrency (ICBC)Jun 1PIXELRAG: Web Screenshots Beat Text for Retrieval-Augmented GenerationDatabricks · arXiv (Cornell University)Jun 1Accelerating High-Order Finite Element Simulations at Extreme Scale with FP64 Tensor CoresNVIDIA · ISC High Performance (ISC)Jun 1UniVocal: Unified Speech-Singing Code-Switching SynthesisAlibaba · arXiv (Cornell University)Jun 1Rugged Pseudorandom Permutations with Beyond-Birthday-Bound SecurityTechnology Innovation Institute · ACM Asia Conference on Computer and Communications Security (ASIA CCS)Jun 1Neither Layer Alone: Epistemic Integrity Requires Hierarchical Joint Design for Long-Running AI AgentsMicrosoft · arXiv (Cornell University)Jun 1Concretely Efficient Correlated Oblivious PermutationAlibaba · ACM Asia Conference on Computer and Communications Security (ASIA CCS)Jun 1A First Look at the Mobile Driving License (mDL) Standard and its Real-world UsageAlphabet · ACM Asia Conference on Computer and Communications Security (ASIA CCS)Jun 1When Helping Hurts and How to Fix It: Multi-Agent Debate for Data CleaningMeta · arXiv (Cornell University)Jun 1Traj-Evolve: A Self-Evolving Multi-Agent System for Patient Trajectory Modeling in Lung Cancer Early DetectionAlphabet · arXiv (Cornell University)Jun 1Regularized Large Neighborhood SearchAlphabet · arXiv (Cornell University)Jun 1Do Multimodal Agents Really Benefit from Tool Use? A Systematic Study of Capability GainsAlibaba · arXiv (Cornell University)Jun 1OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web AgentsMicrosoft · arXiv (Cornell University)Jun 1Parallelizing Large-Scale Tensor Network Contraction on Multiple GPUsNVIDIA · arXiv (Cornell University)Jun 1