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Brian Hsuan-Cheng Liao
Brian Hsuan-Cheng Liao
Other namesHsuan-Cheng Liao
Research Engineer, DENSO AUTOMOTIVE Deutschland GmbH & PhD Student, Technical University of Munich
Verified email at eu.denso.com
Title
Cited by
Cited by
Year
Safety Metrics for Semantic Segmentation in Autonomous Driving
CH Cheng, A Knoll, HC Liao
2021 IEEE International Conference on Artificial Intelligence Testing …, 2021
142021
Continuous engineering for trustworthy learning-enabled autonomous systems
S Bensalem, P Katsaros, D Ničković, BHC Liao, RR Nolasco, ...
International Conference on Bridging the Gap between AI and Reality, 256-278, 2023
42023
Are transformers more robust? Towards exact robustness verification for transformers
BHC Liao, CH Cheng, H Esen, A Knoll
International Conference on Computer Safety, Reliability, and Security, 89-103, 2023
4*2023
Improving the Safety of 3D Object Detectors in Autonomous Driving using IoGT and Distance Measures
HC Liao, CH Cheng, H Esen, A Knoll
arXiv preprint arXiv:2209.10368, 2023
4*2023
OpenSBT: A Modular Framework for Search-based Testing of Automated Driving Systems
L Sorokin, T Munaro, D Safin, BHC Liao, A Molin
arXiv preprint arXiv:2306.10296, 2023
22023
A Survey of Reinforcement Learning with Temporal Logic Rewards
HC Liao
22020
Simulation-based Safety Assurance for an AVP System incorporating Learning-Enabled Components
H Esen, BHC Liao
International Symposium on Development Methodology, 2023
12023
A model-based reinforcement learning approach to time-optimal control problems
HC Liao, JS Liu
Advances and Trends in Artificial Intelligence. From Theory to Practice …, 2019
12019
Towards Continuous Assurance Case Creation for ADS with the Evidential Tool Bus
L Sorokin, R Bouchekir, TA Beyene, BHC Liao, A Molin
European Dependable Computing Conference, 49-61, 2024
2024
EC-IoU: Orienting Safety for Object Detectors via Ego-Centric Intersection-over-Union
BHC Liao, CH Cheng, H Esen, A Knoll
arXiv preprint arXiv:2403.15474, 2024
2024
Learning-Based Matching of 3D Submaps from Dense Stereo for Planetary-Like Environments
HC Liao, R Giubilato, W Stürzl, R Triebel
2021 20th International Conference on Advanced Robotics (ICAR), 1-8, 2021
2021
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