Mr Yichao Cai

Higher Degree by Research Candidate

PhD Student

School of Computer and Mathematical Sciences

Faculty of Sciences, Engineering and Technology

My Research
Career
Publications
Contact

My research primarily delves into the intersection of causality and machine learning, with a focus on causal representation learning, domain-adaptive methods, and generative modeling.

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

Machine learning Computer Vision Knowledge representation and reasoning

Language	Competency
Chinese (Mandarin)	Can read, write, speak, understand spoken and peer review
English	Can read, write, speak, understand spoken and peer review

Date	Institution name	Country	Title
2016 - 2019	Wuhan University of Technology	China	M.S.
2012 - 2016	Wuhan University of Technology	China	B.Eng.

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. DOI 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.

Year	Citation
2023	Cai, Y., Liu, Y., Zhang, Z., & Shi, J. Q. (2023). CLAP: Isolating Content from Style through Contrastive Learning with Augmented Prompts.

Position: PhD Student
Email: yichao.cai@adelaide.edu.au
Campus: Lot 14
Building: Australian Institute for Machine Learning Building, floor Lower Ground
Room: LG.24
Org Unit: Australian Institute for Machine Learning - Projects

Mr Yichao Cai

Language Competencies

Education

Research Interests

Journals

Preprint

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