Brian Hsuan-Cheng Liao Email and Phone Number
Hi, welcome, and thanks for visiting my page. I am a research engineer at DENSO, one of the largest automotive suppliers in the world. Concurrently, I am a PhD candidate at Technical University of Munich (TUM).Advised by Assoc. Prof. Chih-Hong Cheng at Chalmers University of Technology and Prof. Alois Knoll at TUM, my research focuses on verifying and optimizing safety-related correctness and robustness of deep learning-based perception systems, e.g., lane departure warning, semantic segmentation, and object detection. For more information, please check out my ResearchGate profile: https://www.researchgate.net/profile/Brian-Liao-4.On a broader scope, our team at DENSO Europe investigates credible and efficient systems engineering techniques for the development and quality assurance of automotive products, especially automated driving systems. We also participate in EU/German publicly-funded projects and standardization activities. Please see here for an ongoing one using generative AI in scenario-based testing: https://nxtaim.de/en/home/.
Denso Europe
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Research EngineerDenso Europe Feb 2024 - PresentEching, Bavaria, Germany- Adapt generative AI for dependable systems engineering- Investigate European AI regulations and standards for product quality assurance
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Phd CandidateDenso Europe Mar 2021 - Jan 2024Eching, Bavaria, Germany- Rethink and recreate dependable AI for autonomous driving- Lead the automated valet parking use case in the EU Horizon 2020 FOCETA project with 12 partners
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Master'S Thesis StudentGerman Aerospace Center (Dlr) Jul 2020 - Dec 2020Oberpfaffenhofen, Bavaria, Germany- Benchmark state-of-the-art algorithms for 3D point cloud registration- Develop, test and improve deep learning architectures for 3D submap matching within a SLAM system -
Working StudentTechnical University Of Munich Sep 2020 - Nov 2020Garching, Bavaria, Germany- Tackle autonomous driving problems in urban scenarios with reinforcement learning frameworks- Advise current students in a practical course -
InternBlickfeld Oct 2019 - Apr 2020Munich Area, Germany- Attain experience with LiDAR devices and 3D point cloud data- Conduct projects on 3D object detection, classification, and visualization- Learn and contribute in an expanding and versatile start-up -
Working StudentHuman Brain Project Aug 2019 - Mar 2020Munich Area, Germany- Create software models of humanoids and bionic robots for simulation- Develop software tools for robotic system inspection - Conduct reinforcement learning experiments on the project-contained Neurorobotics Platform -
Research AssistantAcademia Sinica, Taiwan Sep 2018 - Feb 2019Taipei City, Taiwan- Manage editorial peer review processes- Survey time-optimal control problems and reinforcement learning algorithms- Publish conference paper accepted in proceedings of 2019 IEA/AIE in Graz, Austria -
Private SoldierRepublic Of China Army Jun 2018 - Sep 2018Tainan City, Taiwan- Complete 4-month obligatory military service- Maintain munitions for my company- Motivate fellows to uphold the core values in the army
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Research AssistantBionics And Control Laboratory Jun 2017 - May 2018The University Of Hong Kong- Conduct final year project and complete Bachelor's thesis- Work with PhD students and assist in their projects
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Class RepresentativeComputer Engineering, The University Of Hong Kong Aug 2016 - May 2018Hong Kong- Attend regular meetings with Faculty members and teachers- Organize issues from classmates- Facilitate communication between professors and students
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ParticipantHku Entrepreneur Academy Jan 2016 - May 2016Hong Kong- Attend weekly seminars on essential skills for entrepreneurs- Build up connections with diligent students at HKU, business executives and potential enterprisers.
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Exchange ParticipantAiesec Hku Jun 2015 - Aug 2015Padova Area, Italy- Work on agriculture in a farm- Advocate eco-friendly farming to the neighborhood- Hold camps and activities for local children
Brian Hsuan-Cheng Liao Skills
Brian Hsuan-Cheng Liao Education Details
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Computer Engineering
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1.5 (Passed With Distinction)
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3.42/4.3 -
3.7/4.3
Frequently Asked Questions about Brian Hsuan-Cheng Liao
What company does Brian Hsuan-Cheng Liao work for?
Brian Hsuan-Cheng Liao works for Denso Europe
What is Brian Hsuan-Cheng Liao's role at the current company?
Brian Hsuan-Cheng Liao's current role is Research Engineer at DENSO Europe and PhD Candidate at Technical University of Munich | Dependable AI for Autonomous Driving.
What schools did Brian Hsuan-Cheng Liao attend?
Brian Hsuan-Cheng Liao attended Technical University Of Munich, Technical University Of Munich, The University Of Hong Kong, Peking University.
What skills is Brian Hsuan-Cheng Liao known for?
Brian Hsuan-Cheng Liao has skills like C, C++, Linux, Java, Python, Shell Scripting, Django, Leadership, Time Management, Teamwork, Social Media, Microsoft Office.
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