Graduate Reseachers

Artificial Intelligence Graduate Researchers

Given Family nameProfile Thesis Title
DavidAdamsProfileAutomatic Insights: Database management in the era of data deluge
Abeer Alshehri Profile Explanation of goal recognition systems
Hanan Alsouly Profile Dynamic many-objective optimisation using evolutionary algorithms
Jiayang Ao Profile Explainable computer vision algorithms
Vincent Barbosa Vaz Profile Predict+optimise through time
Lyndon Benke ProfileDeceptive planning in multiagent environments
MariaBulychevProfileTBA
Daniel Cabrera Lozoya Profile Augmenting clinical mental health practice with machine learning models and digital phenotyping insights
ChengyiCaiProfileFoundation-model reuse via model reprogramming
MengCaiProfileEnhancing Transformer Models: A Study of Information Bottleneck Theory for Efficient Representation Learning
Nathaniel Carpenter Profile Towards a therapist's AI - Building a real-time support system for clinicians engaging in therapeutic conversations via online chat sessions
Wachiraphan Charoenwet ProfilePragmatic use of CodeQL in the context of code review
LiuliuChenProfileUnderstanding Internalized Stigma in People with Mental Health Conditions on Social Media: Manifestations, Influencing Factors, and Impacts
Ming-BinChenProfileInteractive agents for combating misinformation
ShaonaChengProfileAgitation States Computing for Tailored Music Recommendation
DamianCurranProfileTowards a unified narrative representation for computational understanding of narrative text
Sayantan Dasgupta ProfileEnergy-Aware Machine Learning
Dinukade ZoysaProfileDiscovering Insights through Intent Prediction and Guided Exploration
RobenDelos ReyesProfileModelling the impact of pandemics on health care services
Nadeeshan Dananjaya KumaraDissanayake MudiyanselageProfileIntelligent Intersection Management for Improved Traffic Safety
SonglinDuProfileCollaborative Human-ML Decision Making for Medical Diagnostics: an ICP-based approach
Yilin Geng ProfileCharacter-centric Story Understanding and Generation
ChenhaoGuProfileReconstructing Social Influence Networks and Tracking Opinion Dynamics on Social Media
ChristopherGuestProfileTBA
MatteoGuidaProfileTowards Multilingual Models of Framing Detection in News Coverage of Contemporary Polarizing Issues
YiyiGuoProfileTransfer learning driven weather prediction
Tom Harris Profile Multiscale modelling of infectious disease systems
AfsanehHasanebrahimiProfileRobust Anomaly Detection
Haitian He Profile Video anomaly detection in crowded scenes at multi-timescale
MitraHeidariProfileModelling and optimization of bioprocess systems
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
Sukai Huang Profile Texted based reinforcement learning agent
Zhuoqun (Calvin) Huang Profile Adaptive data analysis for principled data reuse
Demian Aaron Inostroza AmesticaProfileExplaining cross-lingual variation in grammatical case systems through Information-theoretical approaches
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
YanbeiJiangProfileAbstract Visual Reasoning with Text Explanation
Anirudh Joshi ProfileDetermining argument quality and reasoning proficiency using deep neural networks
ZaherJoukhadarProfileAutonomous and robust AI in low-resource settings
JemimaKangProfileUsing NLP to determine semantic drift in mental health discourse
Saumya  HansanieKarunadhikaProfileDevelopment of a Novel Algorithm for Motif Discovery and Anomaly Detection in Medical Time Series Data from Ventilators
Dimuthu LakmalKariyawasan Jalath ThanthrigeProfileA Multi-Modal Approach For Fake News Detection On Social 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
MuxingLiProfileTrustworthiness in Using Foundation Models
YuhaoLiProfileRobust and explainable medical data mining and its application
ZuqingLiProfileQuery Constraint-Aware Tabular Data Generation
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
ChangLiuProfilePersonalized Outlier Detection for Time Series Using XGBoost and Deep Learning Algorithms
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
AsoMahmudiProfileDeveloping Advanced Processing Tools for Under-Resourced Languages Focusing on Morphological Features
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
RaphaëlMerxProfileEnhancing Machine Translation for Medical Education: A Study on Nursing Students in Timor-Leste
BehzadMoradiProfileEnhanced Bilevel Optimization via Machine Learning
SuhailNajeebProfileExplaining Vision Transformers for Small Object Detection
AbirNaskarProfileIdentifying Adolescent Risk-taking Behaviours from Clinical Text
Thye ShanNgProfileModular Multimodal Architectures for Plug-and-Play Applications
PaulOuProfileData-Driven Methods for Modelling, Optimising and Validating Digital Bioprocess Development
Zhihao (Hardy) Pei Profile Reinforcement Learning for robust decision-making under deep uncertainty
AnhPhamProfileMeasuring and improving the usability of agent-based models for infectious disease modelling
Tien Dung Pham Profile A Robust Datamining Approach to Cell Culture Media Optimisation
MarziehParvaneh Akhteh KhanehProfileDesigning online learning environment based on peer feedback
PriyankaPillaiProfileUnderstanding the impact of population heterogeneity on the computational modelling of STIs
PagnarasmeyPitProfileUnlearnable Text and Protecting Digital Data from Exploitation
PagnarithPitProfileMacro-economic policy investigation through agent-based modelling
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
ZeweiShiProfileMultimodal Large Language Model for Digital Trust
JiajiaSongProfileWhat Makes AI Planning Hard? From Complexity Analysis to Algorithm Design
YigeSongProfileStudent learning profile - The exploration, interpretation and feedback provision on students’ online learning behaviours
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
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
Chen Wang Profile Inverse Reinforcement Learning Approach for intent inference in adversarial environments
Dalin Wang Profile Image captioning with conditional-GAN
JinxiWangProfileExperimental Design and Performance Optimisation of Monoclonal Antibody Production in Bioreactors under Insufficient Data Based on Machine Learning
Jun Wang Profile Adversarial machine learning for machine translation
TingxuanWangProfileModelling 3D Shape of Sands from X-ray Computed Tomography Images
YuxiangWangProfileNeuralDB: Unleashing the Power of Neural Networks in Database Management Systems for Intelligent Data Processing
Helani Wickramaarachchi Profile An efficient, autonomous reward shaping algorithm with evolutionary game theory: applied to the field of multi-agent systems
Rui Xing ProfileTowards Explainable Fact Checking
Aotao (John) Xu Profile A computational analysis of conceptual combination through time
Diana Yang Profile Robust data mining
JieYangProfileSave you from irrational decisions: a responsive agent affected by user emotions
Jinrui Yang Profile Fairness and Bias in Natural Language Processing
ShuoYangProfileMultimodal Commonsense Knowledge Distillation for Visual Question Answering
AryanYazdan ParastProfileImproving robustness of machine perception by intervention
Meng Abigail Yuan Profile Modalities and measurement of systems for information discovery
CanaanYungProfileAdversarial attacks on generative AI models
JiachengZhangProfileEnhancing trustworthiness and robustness of machine learning models in adversarial environments
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
JohnsonZhouProfileApplied Deep Learning Control for Neurological Disease Models
ZhijianZhouProfileData-adaptive Non-parametric Hypothesis Testing
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