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Cross-Layer Design and Adaptation of Safety-Critical Cyber-Physical Systems
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Real-Time View Synthesis using Deep Learning
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Low-Power Mixed-Signal Time-Domain Hardware Accelerator Design for Edge Computing and Machine Learning
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Co-Design of Resilient Timing-Constrained Cyber-Physical Systems
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Variants of MaxRS Queries for Trajectories, Shapes and Spatial Data Streams
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Towards Sustainable Logic Encryption in an Age of Mistrust
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Exploring Program Locality for Efficient Online Fault Detection
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Revisiting Software-based Memory Management
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User Experience Aware System Optimizations for Mobile Systems
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Energy-Efficient Computing through Approximate Arithmetic
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Neural Network Approaches for Video Transmission, Motion Estimation and Error Concealment
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Deep Learning for Computer Vision and Applications in Materials Informatics
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Scalable Parallel I/O in the Exa-scale Era
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Efficient and Adaptive Computer Vision for Cyber-physical Systems
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Scalable Parallel I/O in the Exa-scale Era
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Learning from Limited and Imperfect Data in Cyber-Physical System
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Enhancing Safety and Robustness for Mission-critical Systems with Formal Methods
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Scalable Communication and I/O Algorithms for High Performance Computing Systems
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Managing Temperature and Performance of FPGAs in Heterogeneous High-Performance Computing Systems
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Scalable Parallelization Strategy for Large-Scale Deep Learning
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IMPROVING SECURITY AND ROBUSTNESS OF HARDWARE AND LEARNING SYSTEMS
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Determining Prognostic Physiological Attributes of Stress Using Wearable Sensors
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Decentralized Persistent Shape Formation in Large-Scale Homogeneous Robotic Swarms
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Exploiting Circuit-Level Timing Slack for Energy Efficiency
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High-performance and Energy-efficient Computing Systems Using Photonics
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Safe and Secure Design of Connected and Autonomous Vehicles
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Deep Learning Methodologies for Scientific Knowledge Discovery
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Real-time Control in Embedded Systems using Deep Neural Network-based Estimation Applied to Joule Heating
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