DrMing Liu
Senior Lecturer
Faculty of Science Engineering and Built Environment/School of Information Technology
Orcid identifier0000-0002-2160-6111 (opens in a new tab)
- Senior LecturerFaculty of Science Engineering and Built Environment/School of Information Technology
- +61 3 924 68639 (Work)
- Melbourne Burwood Campus, 221 Burwood Highway, Burwood, Victoria 3125
TEACHING EXPERTISE
- Machine Learning
- Natural Language Processing
- Deep Learning
- Applied Data Analysis
- Semi-structured Data Analasis
- Data Wrangling
TEACHING ACTIVITIES
- UNIT TAUGHTSIT720
- UNIT TAUGHTSIT744
- CURRENT DOCTORAL SUPERVISIONFair Active Learning for Multi-Label Text Classification With Language Models
- CURRENT DOCTORAL SUPERVISIONMulti-document summarization for scientific articles.
- CURRENT DOCTORAL SUPERVISIONReal-time turn-taking in conversational chatbot using deep learning techniques
- CURRENT DOCTORAL SUPERVISIONAdaptable Trustworthy and Personalized Large Language Models for High-Stakes Domain
- CURRENT DOCTORAL SUPERVISIONOn the Safety Evaluation of Pre-trained Language Models for Misinformation
- CURRENT DOCTORAL SUPERVISIONExplainable and Context-aware Music Emotion Recognition with Symbolic Representations and Large Language Models
- CURRENT DOCTORAL SUPERVISIONContinual Learning in Multimodal LLMs
- CURRENT DOCTORAL SUPERVISIONAddressing Distribution Shift in Medical Time Series Classification
- CURRENT DOCTORAL SUPERVISIONMining Massive Trajectory Data
- COMPLETED DOCTORAL SUPERVISIONContinual Learning for Low-Resource Natural Language Processing
- COMPLETED DOCTORAL SUPERVISIONEvaluating Robustness of Natural Language Processing Models