Information Resilience Bootcamp at ADC2024

On December 18th 2024, the ARC Training Centre for Information Resilience (CIRES) hosted a highly engaging Information Resilience Bootcamp in collaboration with ADC2024 at the beautiful Gold Coast!

The bootcamp featured four outstanding presentations, each shedding light on cutting-edge advancements in data and information resilience:

Tingting Wang (RMIT): Discovering and Assembling Data in Tabular Data Lakes – Explored advanced methods for uncovering and integrating structured data from vast tabular data repositories to enhance usability and insights.

Zixin Wang (CIRES, The University of Queensland): Online Test-Time Adaptation: A Journey Through Lost and Found – Delved into adaptive learning techniques for real-time model adjustment in dynamic environments, ensuring robust performance despite unseen distributions.

Junliang Yu (CIRES, The University of Queensland): Leveraging Large Language Models for Data Bias Management – Highlighted the potential of large language models to detect, manage, and mitigate biases in data systems to improve fairness and integrity.

Xin Xia (The University of Queensland): On-Device Recommendation Powered by Language Models  – Unveiled the promise of language model-powered recommendation systems operating directly on devices to deliver personalized and efficient user experiences.

We extend our heartfelt gratitude to the incredible speakers for their invaluable contributions and to everyone who joined us for this inspiring event! Your engagement and enthusiasm made the bootcamp a tremendous success.

Let’s continue to drive innovation and resilience in the face of evolving information challenges!

Winners of our inaugural CIRES Best Demo Award!

We are pleased to announce the winners of our inaugural CIRES Best Demo Award!

Congratulations to PhD Researchers Elyas Meguellati and Stefano Civelli from The University of Queensland who received a $1,000 AUD prize for their demo, the Ad Persuasion Dashboard – Insights into Facebook Political Campaign Strategies.

The demo presents an interactive dashboard to analyse persuasive content in political advertising on social media. Focusing on Facebook ads from the 2022 Australian Federal Election campaign, it uses a state-of-the-art lightweight model for persuasive text detection. The web application allows users to gain insights through visualisations of comparative spend and impressions on high vs. low persuasion ads, time series analysis of ad impressions, and demographic targeting patterns. The tool enhances transparency in digital pollical campaigning by enabling researchers and the public to explore persuasion strategies employed in social media advertising.

This work has been submitted to the ACM Web Conference (WWW) 2025. Future applications and work identified include more analyses to be shown and the ability for other researchers to upload their dataset.

Elyas’s PhD project, titled ‘The Duality of Persuasion,’ delves into both the generation and detection aspects of persuasive communication. On the generation side, his research focuses on creating tailored messages that align with specific personality traits, while the detection side emphasizes identifying persuasive techniques in textual content. He is supervised by Profs. Gianluca Demartini and Shazia Sadiq.

Stefano’s PhD research is focused on developing novel methodologies for measuring and understanding prompt complexity in Large Language Models (LLMs). His work aims to identify and quantify the key factors that contribute to prompt complexity, with practical applications ranging from optimal model selection to response quality prediction. Working under the supervision of Prof. Gianluca Demartini, his research aims to advance our understanding of how to more effectively interact with and deploy LLMs in real-world applications

Find out more:

Dashboard url

Video demonstration

Pictured L to R: Elyas Meguellati, Prof. Shazia Sadiq, Dr Junliang Yu, & Stefano Civelli at CIRES HQ.

2024 Information Resilience PhD School at UQ!

Thank you to all our delegates and speakers who participated in the CIRES Information Resilience PhD School 2024 hosted at The University of Queensland.  We are delighted to share the final resources from the 2024 School, including the highlights video and playlist of all talks, technical tutorials, and panel discussions available from the links below. You can also view all presenter slides, plus PhD poster and photo gallery. Thank you again to all our expert presenters!


Congratulations to our 2024 Award Winners!

Three-Minute-Thesis Competition – Session A

First Place: Daniel Claassen, The University of Western Australia
Quantifying Mechanistic Model Uncertainty

Runner Up: Nardiena Pratama, The University of Queensland
Enhancing Breast Cancer Classification with LLM-Generated Textual Descriptions

People’s Choice: Fidan Karimova, The University of Queensland
Data As a Service Architecture

Three-Minute-Thesis Competition – Session B

First Place: Marcus Dyson, The University of Western Australia
Improving Forecasts of Imperfect Models using Piecewise Stochastic Processes

Runner Up: Niraj Yadav, Western Sydney University
Liquid gold: Human urine derived fertilizer

People’s Choice: Masoud Kamali, The University of Melbourne
Zero-Shot 3D Object Detection

Poster Session

First Place: Hrishi Patel, The University of Queensland
EMIT – Event-Based Masked Auto Encoding for Irregular Time Series

Runner Up: Lufan Zhang, Swinburne University of Technology
Enterprise Information Management from a Digital Forensics Perspective: Explainable AI for Enterprise Information Architecture

People’s Choice: Munia Ahamed, The University of Technology Sydney
Enhancing Seamless Manufacturing through Human-Cobot Collaboration: Optimizing Quality Assurance, Knowledge Transfer and Adoption Strategy


2024 PHD SCHOOL PHOTO GALLERY


2024 RESEARCH POSTER GALLERY


Watch the 2024 Highlights Video


2024 PRESENTATIONS – YOUTUBE PLAYLIST

 

Panel Discussions


Seeking Project Data

CIRES at ACIS 2024 in Canberra

CIRES is at Australasian Conference on Information Systems (ACIS 2024)! This week our Research Director Prof. Marta Indulska, and PhD researchers Jorge Retamales, Hui Zhou, and Tianwa Chen are in Canberra for the Australasian Conference on Information Systems (ACIS) 2024 at the University of Canberra.

Hui presented the paper “Influence of Metadata on Quality Evaluation of Unstructured Information Artefacts” co-authored with Profs. Gianluca Demartini, Marta Indulska, and Shazia Sadiq. Tina presented “Estimating Gender Completeness in Wikipedia” co-authored with CIRES PhD researcher Hrishikesh Patel, Dr. Ivano Bongiovanni GAICD, and Prof. Gianluca Demartini.

ACIS is the premier conference in the region for the Information Systems discipline and this year marks the 35th year. This year’s program focuses on Digital Futures for a Sustainable Society and included a plenary talk for the Doctoral Consortium from our Chief Investigator Prof. Andrew Burton-Jones on “The Academic Journey: Some Australasian Thoughts.”

Dr Rocky Chen, Early Career Research Leadership Award

Congratulations to our Chief Investigator and UQ School of Electrical Engineering and Computer Science lecturer Dr Rocky Chen who received the 2024 Early Career Research Leadership Award from the Faculty of Engineering, Architecture and Information Technology.

The award recognises Rocky’s significant contributions in “actively shaping the research community by delivering tutorials at prestigious conferences like WWW and DASFAA, promoting AI’s trustworthiness, security, and resource-efficiency in online services. His commitment to training ECRs is evident through organising the Australia wide Information Resilience PhD Schools, has benefited hundreds of scholars across Australia.”

Congratulations Rocky!!

CIRES attends Blue Sky Queensland

Thanks to the Queensland Futures Institute for hosting Blue Sky Queensland. CIRES PhD Researcher Krishna Dermawan and Senior Research Assistant Tianwa Chen from The University of Queensland joined the event and were so impressed by the conversations and lineup of fantastic speakers including Professor John Fraser, Prof. Marek Kowalkiewicz, Mark Mauceri, and Kristen Souvlis.

From Tina: “Today’s seminar was very inspiring, and it was an incredible forum for exploring the future of Queensland. The speakers delivered diverse and thought-provoking insights on healthcare, AI, rocket science, and the Arts. As an early career researcher, their talks inspired my research, and I’m looking forward to attending future events!”

From left to right: Tianwa Chen, Prof. Marek Kowalkiewicz, Krishna Dermawan

Kingston AI Group welcomes Professor Shazia Sadiq

We are delighted to announce that CIRES Centre Director, Professor Shazia Sadiq, has become the latest member of the Kingston AI Group, Australia’s most highly regarded professors of artificial intelligence (AI).

“We are absolutely thrilled that Shazia has joined the Kingston AI Group,” said Kingston AI Group Convenor, University of Adelaide Professor Anton van den Hengel. “Shazia’s experience and contribution to the field makes her one of the foremost experts of AI in Australia.”

Congratulations Shazia!

Prof Shazia Sadiq, UQ Award for Excellence in Leadership

Congratulations to our CIRES Centre Director Professor Shazia Sadiq FTSE who received a 2024 UQ Award for Excellence in Leadership! The annual awards presented by The University of Queensland Vice-Chancellor and President Professor Deborah Terry, celebrate the exceptional achievements of staff who exemplify the UQ values and acknowledge their incredible contributions across the university.

“Professor Shazia Sadiq has demonstrated performance and leadership throughout her career. She is an extraordinary and visionary leader, with a natural ability to bring people together across faculties and deliver sustained and positive change within the University and beyond. Her vision and leadership, together with her belief in the power of multidisciplinary approaches, are behind several significant and successful initiatives at UQ. These include the Master of Data Science program, the Australian Research Council’s Training Centre for Information Resilience (CIRES), and the UQ AI Collaboratory. These initiatives have positioned UQ as a leader in Data Science and Artificial Intelligence education and research.”

On behalf of the CIRES Team, thank you Shazia for your leadership, vision, and dedication to everything you do! Our warm congratulations to all of this year’s award winnerss.

 

Managing Difficult Research Projects

On 5 November, CIRES hosted the Thesis Whisperer herself Professor Inger Mewburn at UQ. This full-day intensive workshop focused on managing difficult research projects. Here are some testimonials from our attendees:

“I’ve learnt project management before, yet the workshop gave me many new and practical tools to manage my PhD research. Inger ensured the event was interactive, and I loved her techniques for managing time, both personally and professionally. Thank you, CIRES, for the opportunity to learn!” Nova Sepadyati, PhD Researcher, UQ

“Learning about how AI tools can support project management was really eye-opening, and it was fun to see that some of the tactics we covered—like using a bullet journal and keeping a research reflection diary—are practices I already use. The ideas around the ‘right-to-left’ mindset, the different AI and collaboration tools, and even the formulas for estimating task times were all super insightful. Honestly, this workshop was totally worth it—a valuable and enjoyable experience from start to finish!” Lufan Zhang, CIRES PhD Researcher, Swinburne

“A truly engaging workshop and a great demonstration of how to leverage technology to make your research projects, and your life, easier to manage” Prof. Marta Indulska, CIRES Research Director

“I’m just about to submit my PhD thesis and am at the early stages of planning my first research project as a Postdoc. This workshop was timely and without a doubt the best workshop on Project Management I have been to! Inger not only talks about useful AI tools that are effective at saving time and deliver better project outcomes but she shows you how to integrate them and make them work with your own projects. The workshop was eye-opening, insightful and a lot of fun! Tracey Read, PhD Researcher, ARC Training Centre for Bioplastics and Biocomposites.

Thank you Inger for such an insightful and practical hands-on workshop and to all our attendees from The University of Queensland, QUT (Queensland University of Technology), Swinburne University of Technology, RMIT University, and Griffith University for your excellent participation!

CIRES End-of-Year Celebration

We finished the week on a high on 31 October by hosting our Centre’s end-of-year celebration at CIRES HQ. The event recognised the contributions and achievements of our research cohort of Postdocs, PhD researchers, Data Engineers, & Research Assistants, with outstanding testimonials from their supervisors. Key highlights were publications (including firsts!), completion of PhD milestones, project delivery, leadership of Centre initiatives, fellowships, and successful research studies & surveys, including with industry partners. It was wonderful to have our Swinburne University of Technology colleagues with us Luhan Cheng, Pa Pa Khin, Hui Yin, and Lufan Zhang.

Congratulations to our research superstars on a successful 2024!

A key highlight of the day was celebrating our wonderful Centre Coordinator Kathleen Williamson and her 35-year work anniversary at The University of Queensland. Kath is instrumental to the success of the Centre and is an incredibly valued member of CIRES & the UQ School of Electrical Engineering and Computer Science. We bottled thank-you messages and testimonials from CIRES and UQ colleagues past and present to capture the gratitude we have for getting to work with her, and for her unwavering support throughout the years. And of course it wouldn’t be a celebration without cake!

 

Welcome to visiting PhD researcher, Pouria Akbari

A warm Brisbane welcome to Pouria Akbari who joined us this week from Norway! Pouria is a visiting PhD researcher from the Department of Information Systems at the University of Agder (UiA). He will be based with the CIRES Team at The University of Queensland and collaborating with Chief Investigator Dr Ida Asadi Someh and Dr Tapani Rinta-Kahila from the UQ Business School. Pouria’s research focuses on the intersection of algorithmic decision-making and citizens’ fairness perception, particularly in the context of socially disruptive systems.

“I am excited about the chance to engage in research and contribute to discussions through the Centre’s Information Resilience PhD School next week, along with workshops and seminars at the upcoming UQ Business Information Systems conference. This collaboration will enhance my understanding of the challenges and opportunities in the responsible use of AI”.

Postdoctoral Research Fellow position at UQ

Applications close 20th November 2024


We are recruiting for a Level A postdoc fellow to join us in the ARC Training Centre for Information Resilience (CIRES) at The University of Queensland in sunny Brisbane, Australia. International candidates are also welcome to apply as visa sponsorship may be available for this appointment.

This position will advance research and development in the area of sepsis prediction, with a focus on improving outcomes through data-driven approaches. This is an exciting opportunity for a Postdoctoral Research Fellow to contribute to innovative research developments within the scope of multimodal clinical data mining and will assist with developing a prediction system for paediatric sepsis in the paediatric intensive care unit (PICU).

This multisite position will be mainly situated at the ARC Training Centre for Information Resilience (CIRES) at The University of Queensland and will involve collaboration across various projects with our government partner, Queensland Health. The successful candidate will also work at the Child Health Research Centre (CCHR), collaborating with healthcare professionals to ensure the clinical relevance of the models developed. As a research focused academic at level A the incumbent will be supported and guided by more senior academic research staff with the expectation of an increasing degree of autonomy over time.

We are seeking a candidate with:

  • Completion or near completion of a PhD in Computer Science, Data Science, or a related field, with a strong focus on deep learning and artificial intelligence.
  • Demonstrated expertise in developing and applying advanced deep learning techniques, preferably in handling and integrating multimodal data or time series data.
  • Demonstrated expertise in developing efficient models for data processing in environments with limited computing resources.
  • Strong programming skills in Python and familiarity with deep learning frameworks such as TensorFlow or PyTorch.
  • A track record of peer-reviewed publications in high-impact journals or premiere conferences relevant to data management and data mining.

See the full position description and how to apply:

Applications close Wednesday 20th November 2024 at 11.00 pm AEST.

This position will be based in the Australian Research Council (ARC) Industrial Transformation Training Centre for Information Resilience (CIRES) at UQ, and working across multiple projects with industry and government partners, providing a wealth of experience in multi-disciplinary teams, research planning, and industry and public sector dynamics. The successful candidate will have the opportunity to work directly with the Centre’s partners, with an expected third of their time dedicated to working with partner organisations.

Questions? For more information about this opportunity, please contact Professor Shazia Sadiq

Welcome to visiting PhD researcher, Timo Spinde

Welcome to Timo Spinde who joined us this week from Germany! Timo is a visiting PhD researcher from the The University of Göttingen. His research is primarily focused on automatically identifying media bias, and he coordinates the Media Bias Group a research network dedicated to studying media bias. During his PhD, Timo also founded a local German-based fashion company, Bodenseeliebe. He will be based with the CIRES Team at The University of Queensland.

“I am excited to join CIRES for the next few months. Together with Associate Professor Gianluca Demartini, we will work on a project comparing processes that increase media literacy based on both human-generated and computer-generated bias explanations. I am very much looking forward to getting to know Australia, Brisbane, UQ, and ideally finding partners for future projects”.

ATSE Fellows Showcase and Award Gala Dinner

Centre Director Professor Shazia Sadiq FTSE attended the Australian Academy of Technological Sciences & Engineering New Fellows Showcase and Award Gala Dinner, meeting with Australia’s Chief Scientist Dr Cathy Foley, and The Hon Ed Husic MP, Minister for Industry and Science. We extend our warm congratulations to Professor Lyn Beazley AO FTSE FAA as this year’s President’s Medal recipient, to the award recipients, and to all the 32 new Fellows including our colleagues from The University of Queensland Professor Lianzhou Wang FTSE FAA, Professor Xiwang Zhang FTSE, and Anne-Marie Birkill FTSE.

Professor Shazia Sadiq elected to the CORE Academy for 2025

Congratulations to our CIRES Centre Director Professor Shazia Sadiq who has been elected as one of five new members to the Computing Research and Education Association of Australasia (CORE) Academy for 2025!

The CORE Academy is established to honour and recognise individuals who have made significant and cumulative contributions to the development of computing disciplines in Australasia.

As a researcher and educator in data and process management within the UQ School of Electrical Engineering and Computer Science, Shazia’s work has focused on dismantling socio-technical barriers to technology-driven transformation. As director of CIRES, she has helped link research and industry through industry-informed PhD training programs. Shazia actively engages in policy advice and science advocacy activities, including the development of national strategic plans and expert submissions to government initiatives on emerging digital technologies, and was a core author on the government’s Rapid Response Information Report (2023) on Generative AI.

She is also a champion for equity and diversity through her work with the first Australian ACM-W student chapter and DEI@DB, an international group that leads diversity, equity, and inclusion efforts for the database community.

Congratulations Shazia for this well-deserved recognition!

Welcome back to CIRES, Professor Felix Naumann!

A big welcome back to Brisbane and the Centre to Professor Felix Naumann! Felix is a Professor for Information Systems from the Hasso Plattner Institute in Germany, and is spending a six month sabbatical with CIRES at The University of Queensland.

Felix is a member of the Centre’s International Expert Panel, was a guest speaker at our inaugural PhD School in 2022, and we are so excited to have him join us as a keynote speaker for this year’s PhD School at UQ in October 2024.

He’ll be collaborating with CIRES Director Professor Shazia Sadiq and Chief Investigator Assoc. Professor Gianluca Demartini, and his research will focus on data quality.

“CIRES is a world-renowned centre for excellent research in all things data. I look forward especially to collaborating with faculty and students to advance research in data quality assessment methods. As an academic visitor, I also hope to learn from a new and exciting research environment, gain new insights into research and teaching methods, and ultimately find new academic partners.”

Welcome Felix!!

Welcome to visiting PhD researcher, Sarah Pinon

A warm Brisbane spring welcome to Sarah Pinon who joined us this week from Belgium! Sarah is a visiting PhD researcher from the MINDIT @ NaDI – Management of Information and Digital Transformation research centre at the Université de Namur.

“I’m trilled to join CIRES for the next three months. This incredible collaboration will support a new research project developed with CIRES CIs, Drs. Ida Asadi Someh & Tapani Rinta-Kahila, focusing on the creation of an evaluation framework for the promising new AI generation. Beyond the project, I’m looking forward to fully integrating into life at CIRES through participating in seminars, exchanging ideas, and building lasting connections with researchers from diverse disciplines. I’m excited to see where this journey will lead!”

Welcome Sarah!!

Redesigning Work with Artificial Intelligence

It is amazing to see that work redesign approaches proposed in our AI thought leadership report Redesigning Work with Artificial Intelligence: Accelerating the Adoption of Artificial Intelligence in Government Organizations have been adopted by NSW Department of Planning, Housing and Infrastructure for their Invoice Processing. The research takes a risk perspective to classify tasks and proposes four work redesign approaches based on risk levels and domain expertise/specialisation required. The approaches proposed are backed by case studies from the public sector.

For the full report refer to this link.

The research is jointly published by The University of Queensland and the SAP Institute for Digital Government.

Collaborators: CIRES CI Dr Ida Asadi Someh and CIRES Research Director, Professor Marta Indulska, Dr Reihaneh Bidar, Dr Tapani Rinta-Kahila, Dr Katie Williams,  Ian Ryan, Ryan van Leent [UQ Business School, SAP Australian User Group & CIRES]

Hassan Khosravi and RiPPLE finalists for Queensland AI Research Project of the Year

CIRES Chief Investigator Hassan Khosravi and the RiPPLE team have been named a finalist for the Queensland AI Research Project of the Year at the Queensland AI Awards 2024 for their project RiPPLE: Harnessing student wisdom to improve learning.

A huge thank you to The University of Queensland, UQ Institute for Teaching and Learning Innovation (ITaLI) & UniQuest for their unwavering support, and to Queensland AI Hub for this incredible recognition.

RiPPLE represents a pioneering approach in the education sector where we believe that every student has the potential to create impactful waves in the ocean of knowledge. Instead of being passive recipients of content, we want to empower students to spread their wisdom, contribute to knowledge creation and transform their learning into an active social and personalized learning experience. It uniquely integrates the principles of co-creation with advanced AI technologies to enable educators to partner with students to develop a peer-reviewed repository of study resources. These resources are then used to engage individual students with personalized instruction tailored to their specific learning needs.

For more details on the platform, check out this video. We’re excited to start supporting pilot trials of RiPPLE in both schools and higher education.

CIRES Third Information Resilience Symposium

On Wednesday 7 August, CIRES hosted our third Information Resilience Symposium. This year’s event explored the important topic of learning in the age of AI, featuring state-of-the-art insights through a dynamic panel discussion and two thought-provoking keynotes from Dr Kristen Dicerbo, Chief Learning Officer at Khan Academy, and Associate Professor Paul Denny from The University of Auckland. The event also included an engaging Information Resilience Escape Room, which added a layer of fun, positive engagement, and mild competition, making the experience both educational and entertaining. Congratulations to the symposium chair Hasan Khosravi, and CIRES Director Shazia Sadiq and the team, who also celebrated the year three milestone of the Centre at the event – with a fabulous looking cake!

CIRES turns 3!

From left: Dr Hasan Khosravi [Symposium Chair] with special guest panelists Professor Kelly Matthews [The University of Queensland], Professor Jason Tangen [The University of Queensland], Professor Xiaofang Zhou [CIRES International Expert Panel], Dr Aneesha Bakharia [The University of Queensland] and Professor Shazia Sadiq [CIRES Centre Director]