Mr Yichao Cai
Higher Degree by Research Candidate
PhD Student
School of Computer and Mathematical Sciences
Faculty of Sciences, Engineering and Technology
My research delves into the intersection of causality and machine learning, with a focus on causal representation learning and causal generative modeling. My vision is to develop machine learning models that deeply understand causality, enabling AI systems that are both controllable and interpretable.
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Language Competencies
Language Competency Chinese (Mandarin) Can read, write, speak, understand spoken and peer review English Can read, write, speak, understand spoken and peer review -
Education
Date Institution name Country Title 2016 - 2019 Wuhan University of Technology China M.S. 2012 - 2016 Wuhan University of Technology China B.Eng. -
Research Interests
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Journals
Year Citation 2018 Cai, Y., Li, D., Zhou, X., & Mou, X. (2018). Robust Drivable Road Region Detection for Fixed-Route Autonomous Vehicles Using Map-Fusion Images. SENSORS, 18(12), 15 pages.
WoS11 -
Preprint
Year Citation 2023 Cai, Y., Liu, Y., Zhang, Z., & Shi, J. Q. (2023). CLAP: Isolating Content from Style through Contrastive Learning with
Augmented Prompts.
Connect With Me
External Profiles
