Efficient Computing

VPDS: An AI-Based Automated Vehicle Occupancy and Violation Detection System AAAI 2019 VulSniper: Focus Your Attention to Shoot Fine-Grained Vulnerabilities IJCAI 2019 Zeno: Diagnosing Performance Problems with Temporal Provenance NSDI 2019 A Brand-level Ranking System with the Customized Attention-GRU Model IJCAI 2018 Accelerating Convolutional Networks via Global & Dynamic Filter Pruning IJCAI 2018 Accelerating NMT Batched Beam Decoding with LMBR Posteriors for Deployment NAACL 2018 Adafactor: Adaptive Learning Rates with Sublinear Memory Cost ICML 2018 Adaptive Sampling Towards Fast Graph Representation Learning NeurIPS 2018 A Direct Approach for Sparse Quadratic Discriminant Analysis JMLR 2018 A Linear Speedup Analysis of Distributed Deep Learning with Sparse and Quantized Communication NeurIPS 2018 A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ACL 2018 Andromeda: Performance, Isolation, and Velocity at Scale in Cloud Network Virtualization NSDI 2018 Apprentice: Using Knowledge Distillation Techniques To Improve Low-Precision Network Accuracy ICLR 2018 Approximation Algorithms for Cascading Prediction Models ICML 2018 A Pronoun Test Suite Evaluation of the English–German MT Systems at WMT 2018 EMNLP 2018 Arachne: Core-Aware Thread Management OSDI 2018 A Simple Cache Model for Image Recognition NeurIPS 2018 A Simple Convolutional Neural Network for Accurate P300 Detection and Character Spelling in Brain Computer Interface IJCAI 2018 A Simple Stochastic Variance Reduced Algorithm with Fast Convergence Rates ICML 2018 Attention-based End-to-End Models for Small-Footprint Keyword Spotting Interspeech 2018 Automatic Curation and Visualization of Crime Related Information from Incrementally Crawled Multi-source News Reports COLING 2018 Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization Interspeech 2018 Azure Accelerated Networking: SmartNICs in the Public Cloud NSDI 2018 Balancing on the Edge: Transport Affinity without Network State NSDI 2018 Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams ICML 2018