| David | Adams | Profile | Automatic Insights: Database management in the era of data deluge |
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Abeer
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Alshehri
| Profile |
Explanation of goal recognition systems
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Hanan
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Alsouly
| Profile |
Dynamic many-objective optimisation using evolutionary algorithms
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Sobia
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Amjad
| Profile | Health analytics for recognition of medical emergencies in hospital |
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Jiayang
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Ao
| Profile |
Explainable computer vision algorithms
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Vincent
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Barbosa Vaz
| Profile |
Predict+optimise through time
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Lyndon
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Benke
| Profile | Deceptive planning in multiagent environments |
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Uri
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Berger
| Profile |
Interactive multimodal language acquisition
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Shraey
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Bhatia
| Profile |
Text to image synthesis using generative adversarial networks |
| Maria | Bulychev | Profile | TBA |
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Daniel
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Cabrera Lozoya
| Profile |
Augmenting clinical mental health practice with machine learning models and digital phenotyping insights
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| Chengyi | Cai | Profile | Foundation-model reuse via model reprogramming |
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Nathaniel
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Carpenter
| Profile |
Towards a therapist's AI - Building a real-time support system for clinicians engaging in therapeutic conversations via online chat sessions |
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Wachiraphan
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Charoenwet
| Profile | Pragmatic use of CodeQL in the context of code review |
| Ming-Bin | Chen | Profile | Interactive agents for combating misinformation |
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Sayantan
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Dasgupta
| Profile | Energy-Aware Machine Learning |
| Dinuka | de Zoysa | Profile | Discovering Insights through Intent Prediction and Guided Exploration |
| Roben | Delos Reyes | Profile | Modelling the impact of pandemics on health care services |
| Nadeeshan Dananjaya Kumara | Dissanayake Mudiyanselage | Profile | Intelligent Intersection Management for Improved Traffic Safety |
| Songlin | Du | Profile | Collaborative Human-ML Decision Making for Medical Diagnostics: an ICP-based approach |
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Aparna
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Elangovan
| Profile | Generalizability of Pretrained Transformers in Biomedical Relation Extraction |
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Yilin
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Geng
| Profile | Character-centric Story Understanding and Generation |
| Chenhao | Gu | Profile | Reconstructing Social Influence Networks and Tracking Opinion Dynamics on Social Media |
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Ali Ugur
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Guler
| Profile | Integration of machine learning and constraint optimisation |
| Yiyi | Guo | Profile | Transfer learning driven weather prediction |
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Tom
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Harris
| Profile |
Multiscale modelling of infectious disease systems
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| Afsaneh | Hasanebrahimi | Profile | Robust Anomaly Detection |
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Haitian
|
He
| Profile |
Video anomaly detection in crowded scenes at multi-timescale
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| Mitra | Heidari | Profile | Modelling and optimization of bioprocess systems |
| Nimeshika Udayangani | Hewa Dehigahawattage | Profile | A Pixel-level Unsupervised Approach to Image Anomaly Detection |
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Markus
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Hiller
| Profile |
Constraining learning methods through geometry and causal reasoning
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Guang
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Hu
| Profile |
Explainable agency using epistemic planning
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Hanxun
|
Huang
| Profile |
Robust machine learning
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Sukai
|
Huang
| Profile |
Texted based reinforcement learning agent
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Zhuoqun (Calvin)
|
Huang
| Profile |
Adaptive data analysis for principled data reuse
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| Dasun Oshada | Jayasinghe | Profile | Real time digital twins for intelligent transportation systems |
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Fan
|
Jiang
| Profile |
Retriever-augmented Approaches for Natural Language Processing
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Weiwei
|
Jiang
| Profile |
Developing interactive systems using Near-Infrared Spectroscopy
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Anirudh
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Joshi
| Profile | Determining argument quality and reasoning proficiency using deep neural networks |
| Zaher | Joukhadar | Profile | Autonomous and robust AI in low-resource settings |
| Jemima | Kang | Profile | Using NLP to determine semantic drift in mental health discourse |
| Saumya Hansanie | Karunadhika | Profile | Development of a Novel Algorithm for Motif Discovery and Anomaly Detection in Medical Time Series Data from Ventilators |
| Dimuthu Lakmal | Kariyawasan Jalath Thanthrige | Profile | A Multi-Modal Approach For Fake News Detection On Social Media |
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Oliver
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Kim
| Profile |
Task planning in mobile robots using common sense as a generative model |
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Fajri
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Koto
| Profile |
Neural Language Model for Abstractive Text Summarisation
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| Mojgan | Kouhounestani | Profile | Modification of the temporal data embedded in electronic medical records dataset targeting cancer prediction using machine learning methods |
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Robert
|
Langtry
| Profile |
Machine learning for automated generation of validated infra-red signature models |
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Thao
|
Le
| Profile |
Explaining the Confidence in AI-Assisted Decision Making
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| Thi Xuan May | Le | Profile | Shapelet Transformer for Time Series and Its Applications in Healthcare |
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Chao
|
Lei
| Profile |
Automated Monitoring of Green Infrastructure in Melbourne
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Craig
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Lewis
| Profile | Entrepreneurial initiatives and team collaboration: Effects of modes of behaviour on start-up team effectiveness and success |
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Haopeng
|
Li
| Profile |
Multimodal Video Understanding Based on Deep Learning
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| Jinhao | Li | Profile | Deep hypothesis testing and its applications in rule-based recommendations |
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Miao
|
Li
| Profile |
Neural Multi-document Modelling and Abstractive Summarization
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| Yuhao | Li | Profile | Robust and explainable medical data mining and its application |
| Ran | Liang | Profile | Spatio-temporal Traffic Prediction Using Deep Learning Models |
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Zheng Wei
|
Lim
| Profile |
Cross-lingual Psycholinguistics with NLP methods
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| Hong Yi | Lin | Profile | Using Neural Machine Translation Approaches to Automate Code Improvements for Code Reviews |
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Shijie
|
Liu
| Profile |
Enhancing adversarial defence via robust statistics and certified robustness
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Yuansan
|
Liu
| Profile |
Robust AI for guidance of a cochlear implant procedure
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| Xueqi | Ma | Profile | Adversarial Learning based on Manifold Learning and Graph-based learning |
| Aso | Mahmudi | Profile | Developing Advanced Processing Tools for Under-Resourced Languages Focusing on Morphological Features |
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Isura
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Manchanayaka
| Profile |
Identifying Coordination and Influential People in Social Media and Their Intentions
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Kevin
|
McDonald
| Profile |
Enhancing reinforcement learning algorithms for team-based systems
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Christopher
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McMaster
| Profile |
Machine learning models for predicting and mitigating adverse drug reactions
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| Behzad | Moradi | Profile | Enhanced Bilevel Optimization via Machine Learning |
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Bruna
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Moreira da Silva
| Profile |
Deconvoluting epilepsy patient data using machine learning
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| Abir | Naskar | Profile | Identifying Adolescent Risk-taking Behaviours from Clinical Text |
| Paul | Ou | Profile | Data-Driven Methods for Modelling, Optimising and Validating Digital Bioprocess Development |
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Zhihao (Hardy) |
Pei
| Profile |
Reinforcement Learning for robust decision-making under deep uncertainty
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Tien Dung
|
Pham
| Profile |
A Robust Datamining Approach to Cell Culture Media Optimisation
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| Marzieh | Parvaneh Akhteh Khaneh | Profile | Designing online learning environment based on peer feedback |
| Priyanka | Pillai | Profile | Understanding the impact of population heterogeneity on the computational modelling of STIs |
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Yiyuan (Gracie) |
Pu
| Profile |
Literature-based discovery for Alzheimer's disease
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Viktoria
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Schram
| Profile | Performance Prediction for Low Resource Scenarios
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Rinu Ann
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Sebastian
| Profile |
Explainable computer vision to improve human-machine interaction
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Prabodi
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Senevirathna
| Profile |
Quantifying and mitigating machine-learning induced overdiagnosis in sepsis
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Xinling
|
Shen
| Profile |
Dynamic Indoor Evacuation Planning in an Emergency
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Anubhav
|
Singh
| Profile | AI planning in embedded autonomous systems |
| Yige | Song | Profile | Student learning profile - The exploration, interpretation and feedback provision on students’ online learning behaviours |
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Steven
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Spratley
| Profile |
Abstraction and Generalisation in Vision Systems
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Xinyu
|
Su
| Profile |
Traffic prediction using graph neural networks
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| Fengze | Sun | Profile | Effective and Efficient Algorithms for Region Similarity Queries |
| Sing Chee | Tan | Profile | Improving Rapid Response Systems through Predictive Analytics |
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Nefel
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Tellioglu
| Profile |
Modeling the evolutionary and epidemiology dynamics of group A streptococcus
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Gisela
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Vallejo
| Profile |
A Fair Plan Towards Mitigating Bias and Misinformation
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| Sameera | Vithanage | Profile | Towards Understanding User Perceptions of Fake News on Social Media |
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Hung Thinh
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Truong
| Profile |
Evidence extraction from the clinical trials literature
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Archana
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Vadakattu
| Profile |
Dynamic learning in cognitive agent architectures
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Takashi
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Wada
| Profile |
Multilinguality and acceptability in language
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Chen
|
Wang
| Profile |
Inverse Reinforcement Learning Approach for intent inference in adversarial environments
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Chenyang
|
Wang
| Profile |
Extending matrix profile with soft comparison operators and weighting functions for time series anomaly detection
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Dalin
|
Wang
| Profile |
Image captioning with conditional-GAN
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| Jinxi | Wang | Profile | Experimental Design and Performance Optimisation of Monoclonal Antibody Production in Bioreactors under Insufficient Data Based on Machine Learning |
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Jun
|
Wang
| Profile |
Adversarial machine learning for machine translation
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| Tingxuan | Wang | Profile | Modelling 3D Shape of Sands from X-ray Computed Tomography Images |
| Yuxiang | Wang | Profile | NeuralDB: Unleashing the Power of Neural Networks in Database Management Systems for Intelligent Data Processing |
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Helani
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Wickramaarachchi
| Profile |
An efficient, autonomous reward shaping algorithm with evolutionary game theory: applied to the field of multi-agent systems
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Zhuohan
|
Xie
| Profile |
Hierarchically structured neural narrative generation
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Rui
|
Xing
| Profile | Towards Explainable Fact Checking |
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Aotao (John)
|
Xu
| Profile |
A computational analysis of conceptual combination through time
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Diana
|
Yang
| Profile |
Robust data mining
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| Jie | Yang | Profile | Save you from irrational decisions: a responsive agent affected by user emotions |
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Jinrui
|
Yang
| Profile |
Fairness and Bias in Natural Language Processing
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Meng Abigail
|
Yuan
| Profile |
Modalities and measurement of systems for information discovery
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| Canaan | Yung | Profile | Adversarial attacks on generative AI models |
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Chenyuan
|
Zhang
| Profile |
Computational cognitive model of plan recognition
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| Jiacheng | Zhang | Profile | Enhancing trustworthiness and robustness of machine learning models in adversarial environments |
|
Ruihan
|
Zhang
| Profile |
Explainable Machine Learning
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Tianyi
|
Zhang
| Profile |
Digital phenotyping (personal sensing) for mental health and well-being |
| Zhenkai | Zhang | Profile | To solve the current problems of NeRF and to explore the application of NeRF in robotic vision or automatic drive |
| Johnson | Zhou | Profile | Applied Deep Learning Control for Neurological Disease Models |
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Anqi
|
Zhu
| Profile |
Action recognition with explanation
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Rongxin
|
Zhu
| Profile |
Automatic summarization for multi-party conversation
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Farzaneh
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Zirak
| Profile |
Using Eye-Tracking Technology to Improve Visual Data Exploratory Tools Performance |