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Vijay Janapa Reddi
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Vijay Janapa Reddi13 visible / 13 total nodes / 12 links

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AuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipVijay Janapa ReddiAVijay Janapa ReddiResearcherGoing PLACES: Participatory Localized Red Teaming for Text-to-Image Safety in the Global SouthWGoing PLACES: Participa...preprint / 2026MLCommons Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution TracesWMLCommons Chakra: Advan...preprint / 2026MLPerf Mobile Inference BenchmarkWMLPerf Mobile Inference...preprint / 2022Data Engineering for EveryoneWData Engineering for Ev...preprint / 2021MLPerf Inference BenchmarkWMLPerf Inference Benchmarkpreprint / 2020Benchmarking TinyML Systems: Challenges and DirectionWBenchmarking TinyML Sys...preprint / 2021RL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning WorkloadsWRL-Scope: Cross-Stack P...preprint / 2021Exceeding Conservative Limits: A Consolidated Analysis on Modern Hardware MarginsWExceeding Conservative ...preprint / 2020Quantized Neural Network Inference with Precision BatchingWQuantized Neural Networ...preprint / 2020Roofline Model for UAVs:A Bottleneck Analysis Tool for Designing Compute Systems for Autonomous DronesWRoofline Model for UAVs...preprint / 2022AdaptivFloat: A Floating-point based Data Type for Resilient Deep Learning InferenceWAdaptivFloat: A Floatin...preprint / 2020FRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation SystemsWFRL-FI: Transient Fault...preprint / 2022
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Vijay Janapa Reddi

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PaperGoing PLACES: Participatory Localized Red Teaming for Text-to-Image Safety in the Global SouthAuthorship / preprint / 2026PaperMLCommons Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution TracesAuthorship / preprint / 2026PaperMLPerf Mobile Inference BenchmarkAuthorship / preprint / 2022PaperData Engineering for EveryoneAuthorship / preprint / 2021PaperMLPerf Inference BenchmarkAuthorship / preprint / 2020PaperBenchmarking TinyML Systems: Challenges and DirectionAuthorship / preprint / 2021PaperRL-Scope: Cross-Stack Profiling for Deep Reinforcement Learning WorkloadsAuthorship / preprint / 2021PaperExceeding Conservative Limits: A Consolidated Analysis on Modern Hardware MarginsAuthorship / preprint / 2020

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