{"id":872,"date":"2023-07-16T15:41:14","date_gmt":"2023-07-16T13:41:14","guid":{"rendered":"https:\/\/wp.unil.ch\/aail\/?page_id=872"},"modified":"2025-09-02T14:34:25","modified_gmt":"2025-09-02T12:34:25","slug":"gozde-ayse","status":"publish","type":"page","link":"https:\/\/wp.unil.ch\/aail\/research-assistant-position\/members\/gozde-ayse\/","title":{"rendered":""},"content":{"rendered":"\n
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Hello, I am <\/h5>\n\n\n\n

Gozde Ayse T. OZBULAK<\/h1>\n\n\n\n
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I have both industrial and academic experience in the artificial intelligence by working on various machine learning and deep learning-based projects as researcher for many years. After I completed my master\u2019s degree in Istanbul Technical University, I decided to continue my scientific studies in Switzerland. Then I started to work in AISLAB HES-SO on a project funded by the Swiss National Science Foundation (SNSF) in AI-based stream processors interacting through streaming Knowledge Graphs. In relation with the research project, my supervisor, Prof. Jean-Paul Calbimonte<\/a>, referred me to Prof. Yash Raj Shrestha<\/a> for his co-advisory and he accepted me as his PhD student to UNIL. I am very excited that I had a chance to work with the Prof. Shrestha in AAIL and the honor of being a PhD student at UNIL.<\/p>\n\n\n\n

Resume<\/h2>\n\n\n\n

Publications<\/h4>\n\n\n\n
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  • Tataro\u011flu \u00d6zbulak, G. A<\/strong>, Shrestha, Y. R., & Calbimonte, J. P. (2025). CAST-GNN: Continual adaptive learning for custom spatio-temporal knowledge graphs via graph neural networks.<\/strong> Proceedings of the IEEE International Conference on Data Mining (ICDM 2025).<\/em> IEEE.<\/li>\n\n\n\n
  • Tataro\u011flu \u00d6zbulak, G. A.<\/strong>, Shrestha, Y. R., & Calbimonte, J.-P. (2025).\u00a0STKGNN: Scalable Spatio-Temporal Knowledge Graph Reasoning for Activity Recognition.<\/strong>\u00a0Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM).<\/em><\/li>\n\n\n\n
  • Tataro\u011flu \u00d6zbulak, G. A<\/strong>, Manzo, G., Shrestha, Y. R., & Calbimonte, J. P. (2025).\u00a0\u00a0A Comprehensive Survey of Stream Reasoning and its Integration with Knowledge Graphs<\/strong>. Springer Knowledge and Information Systems (KAIS).<\/li>\n<\/ul>\n\n\n\n

    <\/p>\n","protected":false},"excerpt":{"rendered":"

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