Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
MS-NeRF: Multi-Space Neural Radiance FieldsHorizon Robotics · IEEE Transactions on Pattern Analysis and Machine Intelligence9 citationsFeb 7, 2025Implementing Privacy-First Architecture: A Technical Guide to Ethical Data Pipelines and AI SystemsMeta · International Journal of Scientific Research in Computer Science Engineering and Information Technology3 citationsFeb 7, 2025AI in the Era of GPT: Transforming the Future of Work and DiscoveryMicrosoft · Journal of the American College of Radiology3 citationsFeb 7, 2025Optimistic Gradient Learning with Hessian Corrections for High-Dimensional Black-Box OptimizationNVIDIA · arXiv (Cornell University)1 citationFeb 7, 2025The Evolution of Automation in IT Operations: From Basic Scripts to AI-Powered SolutionsMeta · International Journal of Scientific Research in Computer Science Engineering and Information TechnologyFeb 7, 2025Prompt Tuning Decision Transformers with Structured and Scalable BanditsMicrosoft · arXiv (Cornell University)Feb 7, 2025UNDERSTANDING REAL-TIME DATA PIPELINES: ARCHITECTURE, IMPLEMENTATION, AND TECHNOLOGIESMeta · INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGYFeb 7, 2025vAttention: Dynamic Memory Management for Serving LLMs without PagedAttentionMicrosoft · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)112 citationsFeb 6, 2025Forecasting GPU Performance for Deep Learning Training and InferenceMeta · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)58 citationsFeb 6, 2025Context-aware code summarization with multi-relational graph neural networkMicrosoft · Automated Software Engineering39 citationsFeb 6, 2025Confident or Seek Stronger: Exploring Uncertainty-Based On-device LLM Routing From Benchmarking to GeneralizationMeta · arXiv (Cornell University)37 citationsFeb 6, 2025MOAT: Securely Mitigating Rowhammer with Per-Row Activation CountersAlphabet · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)33 citationsFeb 6, 2025GraphPipe: Improving Performance and Scalability of DNN Training with Graph Pipeline ParallelismNVIDIA · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)23 citationsFeb 6, 2025Beyond Prompt Content: Enhancing LLM Performance via Content-Format Integrated Prompt OptimizationMicrosoft · arXiv (Cornell University)19 citationsFeb 6, 2025WaferLLM: Large Language Model Inference at Wafer ScaleMicrosoft · arXiv (Cornell University)17 citationsFeb 6, 2025Stop treating `AGI' as the north-star goal of AI researchAlphabet, Hugging Face · arXiv (Cornell University)16 citationsFeb 6, 2025Earth+: On-Board Satellite Imagery Compression Leveraging Historical Earth ObservationsMicrosoft · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)16 citationsFeb 6, 2025PsyPlay: Personality-Infused Role-Playing Conversational AgentsMeta · arXiv (Cornell University)14 citationsFeb 6, 2025PartIR: Composing SPMD Partitioning Strategies for Machine LearningGoogle DeepMind · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)14 citationsFeb 6, 2025Enhancing CGRA Efficiency Through Aligned Compute and Communication ProvisioningAlphabet · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)13 citationsFeb 6, 2025Concerto: Automatic Communication Optimization and Scheduling for Large-Scale Deep LearningAlibaba · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)12 citationsFeb 6, 2025Coach: Exploiting Temporal Patterns for All-Resource Oversubscription in Cloud PlatformsAlphabet, Meta, Microsoft · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)12 citationsFeb 6, 2025Mint: Cost-Efficient Tracing with All Requests Collection via Commonality and Variability AnalysisAlibaba · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)10 citationsFeb 6, 2025FleetIO: Managing Multi-Tenant Cloud Storage with Multi-Agent Reinforcement LearningAlphabet · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)8 citationsFeb 6, 2025Performance Prediction of On-NIC Network Functions with Multi-Resource Contention and Traffic AwarenessMicrosoft · International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS)7 citationsFeb 6, 2025