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07/17/2023
Evaluating and Enhancing Robustness of Deep Recommendation Systems Against Hardware Errors
Deep recommendation systems (DRS) heavily depend on specialized HPC hard...
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05/10/2023
TARGET: Traffic Rule-based Test Generation for Autonomous Driving Systems
Recent accidents involving self-driving cars call for extensive testing ...
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09/04/2022
Scenario-Based Test Reduction and Prioritization for Multi-Module Autonomous Driving Systems
When developing autonomous driving systems (ADS), developers often need ...
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06/23/2021
An investigation into the state-of-the-practice autonomous driving testing
Autonomous driving shows great potential to reform modern transportation...
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04/09/2021
Self-Boosted Automated Program Repair
Program repair is an integral part of every software system's life-cycle...
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03/12/2021
SCEI: A Smart-Contract Driven Edge Intelligence Framework for IoT Systems
Federated learning (FL) utilizes edge computing devices to collaborative...
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07/27/2018
Symbolic Execution for Deep Neural Networks
Deep Neural Networks (DNN) are increasingly used in a variety of applica...
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02/07/2018