Expression of Interest Indicates required field Type of enquiry Type of enquiry Project Enquire about a specific project. Supervisor Contact a supervisor directly to work with them. Research area Express interest in working within a specific research group. Project name - Please select -Deep learning for mobile app analyticsEcosystem Monitoring using Deep LearningIndoor Data ManagementLocation-based Social NetworksDeep learning from less human supervisionNeural Machine Translation for Low-Resource LanguagesNomadic Augmented RealityComputational Modelling of Collective Decision MakingComputational Models for Complex Social DilemmasAlgorithm Selection for Automated Program RepairRobust and Interpretable Deep Graph Learning Quantum Resistant Cryptographic ProtocolsQuantum-Resistant Public-Key CryptographyTeaching Robots to DrawThe Ethics of AI ArtDiscrete Optimisation for Multi-Agent Path FindingOnline algorithm configuration in Mixed-Integer Programming solversInterpretable Local Models for Discovering Novel MaterialsSocial network sites as a source of ecological dataIndividual-based simulations for sustainable insect-plant interactionsAccurate and Fast Graph Representation LearningEfficient Question Answering with Deep Neural NetworksTeamwork AnalyticsData Storytelling with learning dataUnplatforming Media ProductionContext-Dependent Neural Machine TranslationNeural speech-to-text translation Digital analytics for classroom proxemics (indoor positioning)Automatic Generation of Graphics for People Who Are BlindReimagining digital publishing for technical documentsImproving the usability of constraint-based layout for UI development in mobile appsExplainable Artificial Intelligence for Predicting and Explaining Critical Software DefectsAdvanced statistical inference and machine learning for neural modelling, monitoring and imagingAdversarial Machine Learning for Structured DataHuman-Centric Defect Prediction: Predict and explain human-impacting defectsUnplatforming peer-to-peer collective actionSearch-Based Software Testing for Self-Driving CarsImmersive Network VisualisationInteractive Haskell Type Inference ExplorationSpatio-temporal classification of images and videoDeveloping classifiers for offensive materialThe creation of a new audio-visual gestural instrumentAutomated Mobile App Development with Deep LearningEnsuring Mobile App Accessibility with Deep LearningInteractive rock-climbingPlaying with Flying Pixels (quadcopters)Digital aquatic playInteractive muscle memory (motor memory)Human-Computer IntegrationInteractive eatingModelling radicalisation and extremist cell formationAlgorithms and Software Systems for Green Cyberinfrastructure Solar-powered Edge Computing Platform for Automated Pest Bird Repellent SystemAlgorithms and Software Systems for Energy Flexibility in Green Data Centre Using Software Defined NetworkingContainer Orchestration for Optimised Renewable Energy Use in CloudsLife prediction using machine learningCreating subject-specific mathematical models to understand the brainNew paradigms for solving Combinatorial Optimisation problemsEffective Recommendation by Exploiting Rich Content InformationFuture Regional Mobilities: imagining interspecies futuresMachine Learning and Computer Vision for Ecological InferenceEvolutionary Impacts of DeceptionComputational Modelling of Conformity in Social SystemsDefining Network Quality of Service Metrics for Medical ApplicationsSave the Bees, one buzz at a timeAI as Cultural PracticeThe Multisensory MuseumVR as Cultural PracticeLocal (Australian) Tailoring / Expansion of Synthea Software Stack Expansion of FHIR Standard and Use (eg - native FHIR analytics) Digital Health as a means to explore inequities in health and wellbeing Research and development data infrastructure for Law EnforcementCollaborative systemsUrban Visual AnalyticsComputational drug discoveryUnlocking time: machine learning for understanding dynamic processesLearning in a dynamic and ever changing worldBig Data Management and ProcessingGeospatial Data AnalysisOpening the black-box for Computational Creative SystemsDesigning ethical digital voice assistantsAir Technologies in Times of CrisisThe Future of Work Mixed-Reality Human-Machine Symbiosis for Maintenance Tasks in Physically Embedded WorkflowsEfficient Incrementality in Learning SolversEco-friendly Road TransportationUsing Big Spatiotemporal Data for Road SafetyNavigation and Point of Search in Road NetworksImage analysis in forensic pathologyReinforcement Learning for Self-organised Task AllocationKnowledge Graph Reasoning at ScaleSmart Charging Strategies for Electric Vehicles in Smart GridsDealing with publication information overloadVisual aids for human reasoning with causal Bayesian networksFairness testing of AI-based systemsIntegrating novel technologies and modelling tools to predict species’ responses to global changeContinual learning for temporal graphsTowards the Construction of an Inclusive and Fair Educational EnvironmentAI for inclusive data visualisationRobust Learning and Planning with Neural Network Transition ModelsPooling time series with common asynchronous trends - with energy and other applicationsCombating antimicrobial resistance through use of genomics and artificial intelligenceOptimal clustering of DNA and RNA binding sites from de novo motif discovery using Minimum Message LengthEffects of automation on employment - including post-COVID-19Inference of chemical/biological networks: relational and structural learningMachine learning analysis of gravitational wavesRe-visiting hypothesis testingDoes deep learning over-fit - and, if so, how does it work?Clustering of (time series of) generalised dynamic Bayesian nets, etc.Semantic Extraction of Building Information for Mixed Reality Data VisualisationEffective Student Knowledge Modelling for Computer Supported EducationAnomaly detection in evolving (dynamic) graphsPrecision medicine for paediatric brain cancer patientsITTC OPTIMA projectsHuman-Centred Multimodal Teamwork AnalyticsLogic and Games for Automated VerificationComplex question answering & generation over knowledge graphsRecordkeeping for Empowerment in Bangladeshi Rural CommunitiesPROTIC 2 - InformaticsPROTIC II - Human-Computer InteractionData storage to enable actionable data via quality care dashboards for cliniciansData Lake: Managing and Querying Multi-Modal DataAutomated meeting recording and summarisationCharacterising Model Complexity for Data-driven Scientific Discovery The impact of convicts on Australian democracyComputational and Maker Toolkits for Children with DisabilitiesClosing the feedback loopPredicting fractures outcomes from clinical Registry data using Artificial Intelligence Supplemented models for Evidence-informed treatment (PRAISE) studyHuman-in-loop machine learningSide-channel Attacks and Countermeasures on Trusted Execution EnvironemtsWorkspace Layout Optimisation for Improved Operator Decision Making Using 3D Printing to Improve Access to Graphics by Blind and Low Vision PeopleEthics of AI application in law enforcement Explainability of AI techniques in law enforcement and the judiciaryMachine learning for short message conversational analysis in Law EnforcementLarge Scale Zero Shot Object DetectionTowards adversarially robust deep models Understanding material failure by machine learning analysis of pattern strainsPredicting short- and long-term outcomes of pregnancy to optimise maternal health care (PhD)Designing Distributed Renewable Micro-Grids for Reliability (position filled)Generating human-centered explanation for a social robot capable of multimodal emotion recognitionValues-oriented Defect Fixing for Mobile Software ApplicationsExplainable Multi-Agent Path Finding (XMAPF)Active Visual Navigation in an Unexplored EnvironmentContext-aware physical activity recognition and monitoringMobility data-driven planning of electric vehicle charging infrastructure for decarbonising energy and transport systemsDeveloping and evaluating educational chatbot to support self-regulated learningRegulating Private Learning Trade-offs via Deep Generative Model LensTowards secure and trustworthy deep learning systems A Smart Software Vulnerability Detection PlatformLearning from massive amounts of EEG dataReconstructing the Past through Immersive MediaPrivacy-Preserving Machine LearningExplainable and Robust Deep Causal Models for AI assisted Clinical PathologyInteroperability (using FHIR) in cutting-edge medical software systemsExplainable Thermal to Visible Image TranslationPhD Scholarship: Visualising Global Encounters & First Nations Peoples (Practice Based)Cooperation between artificial agents and human subjectsScience as a public good: improving how we do research with game theory and computationAccess to justice for disabled litigants in online justice processesSE4AI: Enabling Reliable Deep Learning via Static Code AnalysisConnected Cars: Computational Models for Time-Critical Safety ApplicationsEnvironmentally friendly mining of cryptocurrencies using renewable energyTrustworthy Graph Neural Networks (GNNs)Graph Neural Networks for Drug DiscoverySTEM Making for all: including people with a disabilitySimulating Collaborative DiscourseOperations of Intelligent Software SystemsRecordkeeping for Empowerment of Rural Communities in a Developing CountryRecordkeeping for Empowerment of Rural Communities in AustraliaDigital Health to support Indigenous Health and WellbeingCombating Machine Bias in Teaching and LearningCombating Human Bias in Teaching and LearningSocial, Political, Economic Studies of Technology and FIRE (Finance, Insurance, Real Estate)Multimodal Output Generation to Assist Blind People for Data Exploration and AnalysisTraining Safe Machine Learning Models Using Mathematical OptimizationExplainable Artificial CreativityPrivacy-Aware RewritingGuarding On-device Machine Learning Models via Privacy-enhancing TechniquesMachine Learning for faster and safer MRI and PET imagingDevelopment of AI based Point of Care MRI Explainable AI (XAI) in Medical Imaging[NextGen] Secure and Privacy-Enhancing Federated Learning: Algorithms, Framework, and Applications to NLP and Medical AIDisentangled Representation Learning for Synthetic Data Generation and Privacy ProtectionSituation Reasoning in IoT environmentsOptimal design of electric bus fleet and charging stationsPhysics-informed Neuro-symbolic AI to Capture CO2Human-in-the-loop AI for Microgrid ManagementMedical AI Exploration with Machine Learning and Robotics Privacy-Enhancing Technologies for the Social GoodEvent Extraction and Neuro-Symbolic Reasoning for Law Enforcement and Legal ApplicationsActive Learning for Language and Multimodal ApplicationsCombating antimicrobial resistance through use of artificial intelligence and genomics Supervisor name - None - Gavin KnottABM RusselAamir CheemaAbdul KhanAbhinav DhallAbraham Oshni AlvandiAdel Nadjaran ToosiAkram ZamaniAlan DorinAlan PetersenAldeida AletiAlexander WolkowAlexander OlaussenAlexey IgnatievAlon IlsarAmin SakzadAndisheh PartoviAndrew PerryAnn NicholsonAnup ShahAnuradha MadugallaAriel LiebmanArnaud ProuzeauArun KonagurthuAshwini NarasimhanBarrett EnsBarry QinBen BeckBenjamin TagBernd MeyerBernhard JennyBioinformatics Bohan ZhuangBronwyn CumboBurak TurhanBuser SayCaddie GaoCagatay GoncuCamilo Cruz GambardellaCampbell WilsonCarlo KoppCarsten RudolphCeline PattaroniChakkrit TantithamthavornChang Wei TanCharlotte PelletierChen DavidovichChetan AroraChris BainChris LawrenceChristabel GonsalvezChristoph BergmeirChristopher NelsonChuan KaoChun LoChung-Hsing YehChunyang ChenCunjian ChenDaniel GuimaransDaniel HaraborDaniel SchmidtDaniel KewDavid DoweDavid TaniarDavid WrightDavid GreenDelvin VargheseDinh PhungDragan GasevicEdward LamEhsan ShareghiEthan ZhaoFan YangFatemeh ShiriFloyd MuellerFrada BursteinFrancois PetitjeanFrits de NijsGeoff WebbGillian OliverGleb BelovGraeme GangeGraham FarrGreg RolanGro BjerknesGuanliang ChenGuido TackHamid RezatofighiHao WangHarnam ThandiHelen PurchaseHenry LingerHourieh KhalajzadehHui CuiHumphrey ObieHuy NguyenIlankaikone SenthooranIngo MuellerIngrid ZukermanJackie RongJarrod KnibbeJathan SadowskiJesper KjeldskovJian LiJianfei CaiJiangshan YuJoanna DipnallJoanne EvansJoanne MihelcicJohn GrundyJohn BettsJon WhittleJon McCormackJongkil JeongJoseph LiuJuan Nunez-IglesiasJudithe SheardJue XieJulia StoneJulian Garcia GallegoJulian Gutierrez SantiagoJuliana SutantoJulie StoutJyoti JoshiKadek SatriadiKalin StefanovKamila MihailescuKari DahlgrenKeshan WithanageKeshanQ12 TestQq1Kevin LeoKim RamchenKim JacobsonKimbal MarriottKirsten EllisLan DuLarissa NichollsLarry StillmanLasal RanasingheLei YangLeimin TianLeona HollowayLeonardo Lyra GolloLevin KuhlmannLi LiLing WuLisa McGivernLivia MammarellaLizhen QuMahdi AbolghasemiMahsa SalehiMarc CheongMarcel BoehmeMargot SchuhmacherMaria Garcia De La BandaMaria Teresa LlanoMario BoleyMark WallaceMark PowerMarkus WagnerMatthew ButlerMatthias KlapperstueckMatthieu HerrmannMax CordeilMdM RahimMehdi AdibiMeiya HanMichael KampMichael NiemannMichael WybrowMichael UckelmannMichael CowleyMinh LeMisita AnwarMladen RakovicMor VeredMuhammed EsginMunawar HayatNamrata SrivastaNaren SridharanNatalie ListerNicholas PriceOsama Al-QershiPari Delir HaghighiPatrick OlivierPenny ZhangPeter StuckeyPhilip ArthurPianca SchwarzPierre Le BodicPoh LimQiuhong KeRafael Baiao DowsleyRamya ThatikondaRashina HodaReuben KirkhamReza HaffariRobert MerkelRoberto Martinez-MaldonadoRochelle HineRoger DalyRoisin McNaneyRon SteinfeldRoss GawlerRoss PearsonRuth WalkerSameen MarufSanooj SaddatisseSarah GoodwinSarah PinkShaocong LiuShifeng SunShirui PanShujie CuiShuo WangSimon ColtonSimon TeterisSri RamarathinamStella TalicStephanie SimondsStephen HuxfordSteven WrightSusan BedingfieldSusan FosterSusan McKemmishSwamy AnanthanarayanTan Chee KeongTanjila KanijTatsuo SatoTeresa WangTerry LimThair MahmoudThomas ChandlerThuan PhamTim DwyerTina WuTobias CzaudernaTod NestorTom BartindaleTrang VuTu Dinh NguyenVeronika KuchtaViet HuynhVincent LeeViviane HessamiWaqar HussainWray BuntineXiao ChenXiaoning DuXin XiaXingliang YuanYang YalongYasmeen GeorgeYevhen ZolotavkinYi-Shan TsaiYolande StrengersYu-Liang KuoYuan-Fang LiYun ZhaoZachari SwieckiZhaolin ChenZhihui LiZongyuan Ge Research area - Please select -Data Science and Artificial IntelligenceComputational and Collective IntelligenceMachine Learning and Deep LearningOptimisationVision and LanguageHuman-Centred ComputingAction LabCommunity, Organisational & Social InformaticsData Visualisation and Immersive AnalyticsDigital Equity and Digital TransformationEmerging TechnologiesExertion Games LabHuman Centred AIInclusive TechnologyLearning Analytics and Computing EducationSensiLabSoftware Systems and CybersecurityCybersecurityData EngineeringSoftware Engineering Given name Family name Date of birth Email address Contact number I have previously submitted an enquiry Tick this box if you have previously entered your information and submitted an enquiry using this form. 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Please select -AfghanistanAlbaniaAlgeriaAmerican SamoaAndorraAngolaAnguillaAntarcticaAntigua & BarbudaArgentinaArmeniaArubaAscension IslandAustraliaAustriaAzerbaijanBahamasBahrainBangladeshBarbadosBelarusBelgiumBelizeBeninBermudaBhutanBoliviaBosnia & HerzegovinaBotswanaBouvet IslandBrazilBritish Indian Ocean TerritoryBritish Virgin IslandsBruneiBulgariaBurkina FasoBurundiCambodiaCameroonCanadaCanary IslandsCape VerdeCaribbean NetherlandsCayman IslandsCentral African RepublicCeuta & MelillaChadChileChinaChristmas IslandClipperton IslandCocos (Keeling) IslandsColombiaComorosCongo - BrazzavilleCongo - KinshasaCook IslandsCosta RicaCroatiaCubaCuraçaoCyprusCzechiaCôte d’IvoireDenmarkDiego GarciaDjiboutiDominicaDominican RepublicEcuadorEgyptEl SalvadorEquatorial GuineaEritreaEstoniaEswatiniEthiopiaFalkland IslandsFaroe IslandsFijiFinlandFranceFrench GuianaFrench PolynesiaFrench Southern TerritoriesGabonGambiaGeorgiaGermanyGhanaGibraltarGreeceGreenlandGrenadaGuadeloupeGuamGuatemalaGuernseyGuineaGuinea-BissauGuyanaHaitiHeard & McDonald IslandsHondurasHong Kong SAR ChinaHungaryIcelandIndiaIndonesiaIranIraqIrelandIsle of ManIsraelItalyJamaicaJapanJerseyJordanKazakhstanKenyaKiribatiKosovoKuwaitKyrgyzstanLaosLatviaLebanonLesothoLiberiaLibyaLiechtensteinLithuaniaLuxembourgMacao SAR ChinaMadagascarMalawiMalaysiaMaldivesMaliMaltaMarshall IslandsMartiniqueMauritaniaMauritiusMayotteMexicoMicronesiaMoldovaMonacoMongoliaMontenegroMontserratMoroccoMozambiqueMyanmar (Burma)NamibiaNauruNepalNetherlandsNetherlands AntillesNew CaledoniaNew ZealandNicaraguaNigerNigeriaNiueNorfolk IslandNorthern Mariana IslandsNorth KoreaNorth MacedoniaNorwayOmanOutlying OceaniaPakistanPalauPalestinian TerritoriesPanamaPapua New GuineaParaguayPeruPhilippinesPitcairn IslandsPolandPortugalPuerto RicoQatarRomaniaRussiaRwandaRéunionSamoaSan MarinoSaudi ArabiaSenegalSerbiaSeychellesSierra LeoneSingaporeSint MaartenSlovakiaSloveniaSolomon IslandsSomaliaSouth AfricaSouth Georgia & South Sandwich IslandsSouth KoreaSouth SudanSpainSri LankaSt. BarthélemySt. HelenaSt. Kitts & NevisSt. LuciaSt. MartinSt. Pierre & MiquelonSt. Vincent & GrenadinesSudanSurinameSvalbard & Jan MayenSwedenSwitzerlandSyriaSão Tomé & PríncipeTaiwanTajikistanTanzaniaThailandTimor-LesteTogoTokelauTongaTrinidad & TobagoTristan da CunhaTunisiaTurkeyTurkmenistanTurks & Caicos IslandsTuvaluU.S. Outlying IslandsU.S. Virgin IslandsUgandaUkraineUnited Arab EmiratesUnited KingdomUnited StatesUruguayUzbekistanVanuatuVatican CityVenezuelaVietnamWallis & FutunaWestern SaharaYemenZambiaZimbabweÅland Islands I have permanent residency for Australia Yes No English language proficiency - 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