Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Training Machine Learning Models at the Edge: A SurveyTechnology Innovation Institute · ACM Transactions on Intelligent Systems and Technology12 citationsSep 17Trust, but Validate the Instrument: Auditing AI-Generated RTL Verification Plans on Authored Security-Regression ProxiesAlphabet · arXiv (Cornell University)Sep 17PAANI : On Device Visual Evidence Fusion and Explainable Guidance for River Robot SimulationMultiverse Computing · arXiv (Cornell University)Sep 17The Stochastic Shift: A New Evaluation Paradigm for Text-to-SQL with AI OperatorsAlphabet · arXiv (Cornell University)Sep 17DLB: Distributed Load Balancing at Scale for Generative AI InferenceAlphabet · arXiv (Cornell University)Sep 17Xronos: Heterogeneity-Aware Tensor Parallelism for Collaborative LLM Fine-Tuning on Edge CPUsMicrosoft · arXiv (Cornell University)Sep 17When EOS Tokens Disagree: Understanding Length Inflation in On-Policy DistillationMicrosoft · arXiv (Cornell University)Sep 17When2Think: Learning When and How Much to ReasonMicrosoft · arXiv (Cornell University)Sep 17Harnessing Generative UI for Education: Tailored Learning InteractivesAlphabet · arXiv (Cornell University)Sep 17Multi-Dimensional Prosody Judgment For Live Streaming Speech SynthesisAlibaba · arXiv (Cornell University)Sep 17Chronicle: Cut-Point Replay for Regression Testing of LLM AgentsMicrosoft · arXiv (Cornell University)Sep 17Not All AI Agents Are Equal: Characterizing Resource and Performance DynamicsMicrosoft · arXiv (Cornell University)Sep 17RAFT: A Stateful Retrieval-Augmented Framework for Troubleshooting AgentsMicrosoft · arXiv (Cornell University)Sep 17RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement LearningAlibaba · arXiv (Cornell University)Sep 17FaultSense: Fault Localization in Large-Scale Mixture-of-Experts Model Serving InfrastructureMicrosoft · ACM SIGOPS Asia-Pacific Workshop on Systems (APSys)Sep 17SSR: Synchronous State Machine Replication with a Timing-Aligned Split ArchitectureMicrosoft · ACM SIGOPS Asia-Pacific Workshop on Systems (APSys)Sep 17FunPilot: Runtime Performance Diagnosis and Remediation for Serverless Applications with LLMsAlphabet · ACM SIGOPS Asia-Pacific Workshop on Systems (APSys)Sep 17denser planar color codesAlphabet · arXiv (Cornell University)Sep 17Automatic segmentation and modeling of the aortic vessel tree: Overview of the SEG.A 2023 aorta segmentation challengeNVIDIA · Medical Image AnalysisSep 17Binary Deletion Channel Capacity to Within One Hundredth of a BitMicrosoft · arXiv (Cornell University)Sep 16Do AI Agents Understand Computer Architecture?Microsoft · arXiv (Cornell University)Sep 16Decaf: A privacy preserving speech codec using speaker disentanglement and canonical voice conversionMicrosoft · arXiv (Cornell University)Sep 16A Theory of a Two-Dimensional Typed Lambda CalculusMicrosoft · arXiv (Cornell University)Sep 16Characterizing Web Search by Conversational LLM Agents: From Search Decisions and Strategies to Results and ResponsesMicrosoft · arXiv (Cornell University)Sep 16Generative Query Suggestion via Intent Coverage and Query-Level Credit AssignmentAlibaba · arXiv (Cornell University)Sep 16