Dr. Estrid He
Senior Lecturer
Details
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Department: School of Computing Technologies
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Campus: City Campus Australia
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estrid.he@rmit.edu.au
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ORCID:
0000-0002-8994-9532
Open to
- Masters Research or PhD student supervision
About
Dr Estrid He is a senior lecturer at RMIT University. Estrid was awarded PhD from University of Melbourne in July 2020, where she also worked as a postdoctoral research fellow. Her research primarily focuses on natural language processing, with an emphasis on its applications to data mining and knowledge extraction. She is also passionate about techniques for enhancing the security, safety, and efficiency of existing deep learning models.
Supervisor projects
- Predicting brain disorders with graph learning
- 16 Jun 2025
- Enhancing Clinical Decision Support Systems through Multimodal Data Mining of Electronic Health Records
- 23 May 2025
- Develop a course and job recommendation system for technological universities using advanced deep learning techniques.
- 7 Apr 2025
- Towards efficient video processing through multimodal foundation models
- 13 Feb 2025
- Health data mining for predicting dementia
- 20 Jan 2025
- Cross-modal information extraction of chemical knowledge
- 17 Jan 2025
- Integration of Spiking Neural Networks with Large Language Models
- 3 Dec 2024
- Optimizing Transfer Learning Domain Generalization
- 2 Dec 2024
- AI Powered RNA Folding and Function Prediction
- 4 Apr 2024
- Enhancing Social Cohesion and Contextual Fairness through Privacy-Preserving Analysis of Heterogeneous Urban Sensing Data using AI
- 4 Jan 2024
- Design and Implementation of an energy-efficient recommendation system and enhance data security through Blockchain in the cloud server.
- 23 Oct 2023
- Enhanced geo-spatial data analytics with large language models
- 6 Oct 2023
- Freeing up hundreds of thousands of researcher hours automating systematic reviews
- 2 May 2023
- Privacy Preservation in Machine Learning Algorithms
- 30 Mar 2023
- Understanding social difficulty and clinical conditions using machine learning
- 29 Nov 2022
- AI in communications for remote healthcare
- 24 Oct 2022
- Neural Network Algorithm and Hardware Accelerator for Optical-wireless Communication Systems
- 1 Feb 2022
Research interests
Data Mining, Natural Language Processing, Deep Learning
