Algorithms and Architectures for Parallel Processing

Method for Generative Zero-Shot Learning.- Fast Computation of the Exact Number of Magic Series with an Improved Montgomery Multiplication Algorithm.- I am Smartglasses, and I can Assist Your Reading.- CHEAPS2AGA: Bounding Space Usage in Variance-Reduced Stochastic Gradient Descent over Streaming Data and its Asynchronous Parallel Variants.- A Quantum Computer Operating System.- Dynamic Knowledge Graph Completion with Jointly Structural and Textual Dependency.- MEFE: A Multi-fEature Knowledge Fusion and Evaluation method based on BERT.- Comparative Analysis of Three Kinds of Laser SLAM Algorithms.- Aspect-level Sentiment Difference Feature Interaction Matching Model based on Multi-round Decision Mechanism.- Horus: An Interference-aware Resource Manager for Deep Learning Systems.- Attribute Bagging-Based Extreme Learning Machine.- A Semi-Supervised Joint Entity and Relation Extraction Model Based on Tagging Scheme and Information Gain.- Research Progress of Zero-Shot Learning Beyond Computer Vision.- An Optimization of Deep Sensor Fusion Based on Generalized Intersection over Union.- A Hot/Cold Task Partition for Energy-efficient Neural Network Deployment on Heterogeneous Edge Device.- Towards energy efficient architecture for spaceborne Neural Networks computation.- Roda: A Flexible Framework for Real-time On-demand Data Aggregation.- Structured Data Encoder for Neural Networks Based on Gradient Boosting Decision Tree.- Stochastic Model-based Quantitative Analysis of Edge UPF Service Dependability.- QoE Estimation of DASH-based Mobile Video Application using Deep Reinforcement Learning.- Modeling and Analyzing for Data Durability Towards Cloud Storage Services.- CC-MOEA: A Parallel Multi-objective Evolutionary Algorithm for Recommendation Systems.- CS-Dict: Accurate Indoor Localization with CSI Selective Amplitude and Phase based Regularized Dictionary Learning.- Recommendation with Temporal Dynamics Based on Sequence Similarity Search.- A Software Stack for Composable Cloud Robotics System.