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My Research Focus and Interests Jingyue Li CS Dept. NTNU
My Research Focus and Interests
Jingyue Li CS Dept.
NTNU
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My background
AI(Masterstudy)
So1wareEngineering
(PhD)
Security&Safety&System
enginieering(6years,industry)
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I am
• Teaching – Software security – Advanced software engineering – Empirical software engineering
• Supervising – 6 PhD students (4 main supervisors, 2 co-supervisors) – One Post-doc (to start from Autumn) – 10+ Master students
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Research focuses
Ø Engineering AI
• AI for engineering
• Software engineering and Security
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Our autonomous boats
Revolt
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Challenges of deep-learning based autonomous system
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Our deep-learning based autonomous car
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Control our autonomous cars
https://www.youtube.com/channel/UC-v9jQHOhlVuJYTopTAv19w/playlists?view_as=subscriber
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Safety of autonomous system
• Training sufficiency of the autonomous vehicle • Mental health of the autonomous vehicle • Physical health of the autonomous vehicle
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Safety analysis and risk mitigation of the autonomous vehicle • Understanding of the DNN
• Testing DNN
• …
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Smart attack detection and mitigation • Training smart systems to have two behaviors • Training systems to personalize the hack • Training systems to evolve itself • …
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Research focuses
• Engineering AI
Ø AI for engineering
• Software engineering and Security
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Adaptive traffic control using info. from connected vehicles
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Predictive maintenance
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Research focuses
• Engineering AI
• AI for engineering
Ø Software engineering and Security
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DevSecOps
CPS
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Security education game
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Open Data Search & Analysis
