Showing 1–20 of 28 results
/ Date/ Name
Jun 21, 2022CoCoPIE XGen: A Full-Stack AI-Oriented Optimizing FrameworkOct 5, 2021Coarsening Optimization for Differentiable ProgrammingMar 14, 2020CoCoPIE: Making Mobile AI Sweet As PIE --Compression-Compilation Co-Design Goes a Long WayOct 12, 2021Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf CardMay 14, 2019Building Very Small Test Suites (with Snap)Jun 13, 2021G-TADOC: Enabling Efficient GPU-Based Text Analytics without DecompressionJun 11, 2021Toward Efficient Interactions between Python and Native LibrariesDec 9, 2019Sequential Model Optimization for Software Process ControlApr 21, 2024SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on MobileApr 25, 2024ESG: Pipeline-Conscious Efficient Scheduling of DNN Workflows on Serverless Platforms with Shareable GPUsFeb 5, 2019How to "DODGE" Complex Software Analytics?Apr 28, 2018Hyperparameter Optimization for Effort EstimationDec 13, 2022Towards Seamless Management of AI Models in High-Performance ComputingJul 20, 2020RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile DevicesDec 9, 2019Simpler Hyperparameter Optimization for Software Analytics: Why, How, When?Jan 8, 2021Faster SAT Solving for Software with Repeated Structures (with Case Studies on Software Test Suite Minimization)Aug 14, 2020Simpler Hyperparameter Optimization for Software Analytics: Why, How, When?Feb 5, 2020MKPipe: A Compiler Framework for Optimizing Multi-Kernel Workloads in OpenCL for FPGAOct 31, 2019In-Place Zero-Space Memory Protection for CNNAug 11, 2022Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines