Graduate Reseachers

Artificial Intelligence Graduate Researchers

Given Family nameProfile Thesis Title
Abeer Alshehri Profile Explanation of goal recognition systems
Hanan Alsouly Profile Dynamic many-objective optimisation using evolutionary algorithms
Sobia Amjad ProfileHealth analytics for recognition of medical emergencies in hospital
Jiayang Ao Profile Explainable computer vision algorithms
Vincent Barbosa Vaz Profile Predict+optimise through time
Lyndon Benke ProfileDeceptive planning in multiagent environments
Uri Berger Profile Interactive multimodal language acquisition
Shraey Bhatia Profile Text to image synthesis using generative adversarial networks
Daniel Cabrera Lozoya Profile Augmenting clinical mental health practice with machine learning models and digital phenotyping insights
ChengyiCaiProfileFoundation-model reuse via model reprogramming
Nathaniel Carpenter Profile Towards a therapist's AI - Building a real-time support system for clinicians engaging in therapeutic conversations via online chat sessions
Yanchuan Chang Profile Spatial indices with non-trivial performance guarantees
Wachiraphan Charoenwet ProfilePragmatic use of CodeQL in the context of code review
Arjun Chaudhary Profile Medical data mining
Jiyu Chen Profile Automatic biological data curation based on language understanding and network analysis
Ming-BinChenProfileInteractive agents for combating misinformation
Sayantan Dasgupta ProfileEnergy-Aware Machine Learning
RobenDelos ReyesProfileModelling the impact of pandemics on health care services
SonglinDuProfileCollaborative Human-ML Decision Making for Medical Diagnostics: an ICP-based approach
Aparna Elangovan ProfileGeneralizability of Pretrained Transformers in Biomedical Relation Extraction
Yilin Geng ProfileCharacter-centric Story Understanding and Generation
ChenhaoGuProfileReconstructing Social Influence Networks and Tracking Opinion Dynamics on Social Media
Ali Ugur Guler ProfileIntegration of machine learning and constraint  optimisation
Tom Harris Profile Multiscale modelling of infectious disease systems
Haitian He Profile Video anomaly detection in crowded scenes at multi-timescale
Nimeshika UdayanganiHewa DehigahawattageProfileA Pixel-level Unsupervised Approach to Image Anomaly Detection
Markus Hiller Profile Constraining learning methods through geometry and causal reasoning
Guang Hu Profile Explainable agency using epistemic planning
Hanxun Huang Profile Robust machine learning
Sukai Huang Profile Texted based reinforcement learning agent
Zhuoqun (Calvin) Huang Profile Adaptive data analysis for principled data reuse
Dasun OshadaJayasingheProfileReal time digital twins for intelligent transportation systems
Fan Jiang Profile Retriever-augmented Approaches for Natural Language Processing
Weiwei Jiang Profile Developing interactive systems using Near-Infrared Spectroscopy
Yujing Jiang Profile Adversarial machine learning with medical application
Anirudh Joshi ProfileDetermining argument quality and reasoning proficiency using deep neural networks
ZaherJoukhadarProfileAutonomous and robust AI in low-resource settings
Dimuthu LakmalKariyawasan Jalath ThanthrigeProfileA Multi-Modal Approach For Fake News Detection On Social Media
ShimaKhanehzarProfileData driven models for fine-grained framing analysis in political debates and the media
Oliver Kim Profile Task planning in mobile robots using common sense as a generative model
Fajri Koto Profile Neural Language Model for Abstractive Text Summarisation
MojganKouhounestaniProfileModification of the temporal data embedded in electronic medical records dataset targeting cancer prediction using machine learning methods
Robert Langtry Profile Machine learning for automated generation of validated infra-red signature models
Thao Le Profile Explaining the Confidence in AI-Assisted Decision Making
Thi Xuan MayLeProfileShapelet Transformer for Time Series and Its Applications in Healthcare
Chao Lei Profile Automated Monitoring of Green Infrastructure in Melbourne
Craig Lewis ProfileEntrepreneurial initiatives and team collaboration: Effects of modes of behaviour on start-up team effectiveness and success
Haopeng Li Profile Multimodal Video Understanding Based on Deep Learning
JinhaoLiProfileDeep hypothesis testing and its applications in rule-based recommendations
Miao Li Profile Neural Multi-document Modelling and Abstractive Summarization
YuhaoLiProfileRobust and explainable medical data mining and its application
RanLiangProfileSpatio-temporal Traffic Prediction Using Deep Learning Models
Zheng Wei Lim Profile Cross-lingual Psycholinguistics with NLP methods
Hong YiLinProfileUsing Neural Machine Translation Approaches to Automate Code Improvements for Code Reviews
Chunhua Liu Profile Word Association Understanding
Shijie Liu Profile Enhancing adversarial defence via robust statistics and certified robustness
Yuansan Liu Profile Robust AI for guidance of a cochlear implant procedure
XueqiMaProfileAdversarial Learning based on Manifold Learning and Graph-based learning
Isura Manchanayaka Profile Identifying Coordination and Influential People in Social Media and Their Intentions
Kevin McDonald Profile Enhancing reinforcement learning algorithms for team-based systems
Christopher McMaster Profile Machine learning models for predicting and mitigating adverse drug reactions
BehzadMoradiProfileEnhanced Bilevel Optimization via Machine Learning
Bruna Moreira da Silva Profile Deconvoluting epilepsy patient data using machine learning
Yulia Otmakhova Profile Multi-document summarization supporting clinical evidence review
Zhihao (Hardy) Pei Profile Reinforcement Learning for robust decision-making under deep uncertainty
Tien Dung Pham Profile A Robust Datamining Approach to Cell Culture Media Optimisation
MarziehParvaneh Akhteh KhanehProfileDesigning online learning environment based on peer feedback
Yiyuan (Gracie) Pu Profile Literature-based discovery for Alzheimer's disease
Viktoria Schram ProfilePerformance Prediction for Low Resource Scenarios
Rinu Ann Sebastian Profile Explainable computer vision to improve human-machine interaction
Prabodi Senevirathna Profile Quantifying and mitigating machine-learning induced overdiagnosis in sepsis
Xinling Shen Profile Dynamic Indoor Evacuation Planning in an Emergency
Anubhav Singh ProfileAI planning in embedded autonomous systems
YigeSongProfileStudent profile modelling using XAI algorithms
Steven Spratley Profile Abstraction and Generalisation in Vision Systems
Xinyu Su Profile Traffic prediction using graph neural networks
FengzeSunProfileEffective and Efficient Algorithms for Region Similarity Queries
Sing CheeTanProfileImproving Rapid Response Systems through Predictive Analytics
Nefel Tellioglu Profile Modeling the evolutionary and epidemiology dynamics of group A streptococcus
Gisela Vallejo Profile A Fair Plan Towards Mitigating Bias and Misinformation
SameeraVithanageProfileTowards Understanding User Perceptions of Fake News on Social Media
Hung Thinh Truong Profile Evidence extraction from the clinical trials literature
Archana Vadakattu Profile Dynamic learning in cognitive agent architectures
Takashi Wada Profile Multilinguality and acceptability in language
Chen Wang Profile Inverse Reinforcement Learning Approach for intent inference in adversarial environments
Chenyang Wang Profile Extending matrix profile with soft comparison operators and weighting functions for time series anomaly detection
Dalin Wang Profile Image captioning with conditional-GAN
Jun Wang Profile Adversarial machine learning for machine translation
TingxuanWangProfileModelling 3D Shape of Sands from X-ray Computed Tomography Images
Yuxia Wang Profile Clinical text mining and analysis
Helani Wickramaarachchi Profile An efficient, autonomous reward shaping algorithm with evolutionary game theory: applied to the field of multi-agent systems
Zhuohan Xie Profile Hierarchically structured neural narrative generation
Rui Xing ProfileTowards Explainable Fact Checking
Aotao (John) Xu Profile A computational analysis of conceptual combination through time
Diana Yang Profile Robust data mining
Jinrui Yang Profile Fairness and Bias in Natural Language Processing
Meng Abigail Yuan Profile Modalities and measurement of systems for information discovery
CanaanYungProfileAdversarial attacks on generative AI models
Chenyuan Zhang Profile Computational cognitive model of plan recognition
JiachengZhangProfileEnhancing trustworthiness and robustness of machine learning models in adversarial environments
Ruihan Zhang Profile Explainable Machine Learning
Tianyi Zhang Profile Digital phenotyping (personal sensing) for mental health and well-being
ZhenkaiZhangProfileTo solve the current problems of NeRF and to explore the application of NeRF in robotic vision or automatic drive
Anqi Zhu Profile Action recognition with explanation
Rongxin Zhu Profile Automatic summarization for multi-party conversation
Farzaneh Zirak Profile Using Eye-Tracking Technology to Improve Visual Data Exploratory Tools Performance