Deepak Narayanan
8 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird
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Optimization & Theory · Machine Learning
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image synthesis
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autoregressive transformer
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Papers
Auto-reconfiguration for Latency Minimization in CPU-based DNN Serving
ICML 2025
MGit: A Model Versioning and Management System
ICML 2024
Cheaply Estimating Inference Efficiency Metrics for Autoregressive Transformer Models
NeurIPS 2023
Holistic Evaluation of Text-to-Image Models
NeurIPS 2023
Kerveros: Efficient and Scalable Cloud Admission Control
OSDI 2023
Memory-Efficient Pipeline-Parallel DNN Training
ICML 2021
Piper: Multidimensional Planner for DNN Parallelization
NeurIPS 2021
Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads
OSDI 2020