Kai Ding

13 papers A 2B 2Misc 1Journal 2Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Enhancing Robotics Online 3D Bin Packing: A Comparative Study of Conventional Heuristic and Deep Reinforcement Learning Approaches. CASE Heng Xiong, Kai Ding, Wan Ding, Xuchong Qiu, Klaus Janschek, Jianfeng Xu
2021	—	`—`	Zuverlässigkeitsorientierter Entwurf und Analyse von Steuerungssystemen auf Modellebene unter zufälligen Hardwarefehlern: Dependability-oriented Design and Analysis of Control Systems at the Model Level under Random Hardware Faults. Kai Ding
2020	—	`conf`	Bayesian Model for Trustworthiness Analysis of Deep Learning Classifiers. AISafety@IJCAI Andrey Morozov, Emil Valiev, Michael Beyer, Kai Ding, Lydia Gauerhof, Christoph Schorn
2020	J	`jnl`	Fault Injectors for TensorFlow: Evaluation of the Impact of Random Hardware Faults on Deep CNNs. CoRR Michael Beyer, Andrey Morozov, Emil Valiev, Christoph Schorn, Lydia Gauerhof, Kai Ding, Klaus Janschek
2019	J	`jnl`	Breaking the Limits of Redundancy Systems Analysis. CoRR Clemens Dubslaff, Kai Ding, Andrey Morozov, Christel Baier, Klaus Janschek
2019	B	`conf`	Efficient Model-Level Reliability Analysis of Simulink Models. SAFECOMP Kai Ding, Andrey Morozov, Klaus Janschek
2019	Misc	`conf`	On-Line Error Detection and Mitigation for Time-Series Data of Cyber-Physical Systems using Deep Learning Based Methods. EDCC Kai Ding, Sheng Ding, Andrey Morozov, Tagir Fabarisov, Klaus Janschek
2019	A	`conf`	OpenErrorPro: A New Tool for Stochastic Model-Based Reliability and Resilience Analysis. ISSRE Andrey Morozov, Kai Ding, Mikael Steurer, Klaus Janschek
2019	—	`conf`	Quantification of the Impact of Random Hardware Faults on Safety-Critical AI Applications: CNN-Based Traffic Sign Recognition Case Study. ISSRE Workshops Michael Beyer, Andrey Morozov, Kai Ding, Sheng Ding, Klaus Janschek
2018	B	`conf`	MORE: MOdel-based REdundancy for Simulink. SAFECOMP Kai Ding, Andrey Morozov, Klaus Janschek
2018	A	`conf`	Reliability Evaluation of Functionally Equivalent Simulink Implementations of a PID Controller under Silent Data Corruption. ISSRE Kai Ding, Andrey Morozov, Klaus Janschek
2017	—	`conf`	Classification of Hierarchical Fault-Tolerant Design Patterns. DASC/PiCom/DataCom/CyberSciTech Kai Ding, Andrey Morozov, Klaus Janschek
2017	—	`conf`	Test Suite Prioritization for Efficient Regression Testing of Model-Based Automotive Software. SATE Andrey Morozov, Kai Ding, Tao Chen, Klaus Janschek