Dr. Estrid He
Senior Lecturer
Details
College: School of Computing Technologies
Department: School of Computing Technologies
Campus: City Campus Australia
estrid.he@rmit.edu.au
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 2020 and subsequently worked there as a postdoctoral researcher. She joined RMIT University in 2021. Her research primarily focuses on natural language processing, with an emphasis on developing trustworthy, domain-specific large language model (LLM) systems for scientific and health data.
Personal webiste: Link
Supervisor projects
- Edge AI for Real-Time Crop Health Monitoring in Precision Agriculture
- 10 Apr 2026
- Machine Unlearning in Large Language Models
- 12 Mar 2026
- Developing AI-driven circular economy approaches for sustainable food and waste management systems
- 18 Feb 2026
- 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
- 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
- Neural Network Algorithm and Hardware Accelerator for Optical-wireless Communication Systems
- 1 Feb 2022
Research interests
Trustworthy AI, AI4Science, Data Mining, Natural Language Processing, Deep Learning
