Making Sense of Integrated Process Models

CIRES Alumni, Tianwa Chen, is excited to share, “How Do Experts Make Sense of Integrated Process Models?“, accepted at the 36th International Conference on Advanced Information Systems Engineering (CAiSE 2025), to be held in Vienna, Austria, June 16–20, 2025.

“This paper presents the latest findings from my PhD research, in collaboration with a fantastic team: Barbara Weber, Graeme Shanks, CIRES CI Gianluca Demartini, CIRES Research Director, Marta Indulska, and CIRES Director, Shazia Sadiq. I’m incredibly proud of what we’ve achieved together! This work advanced the understanding of sensemaking practices of process knowledge workers engaged in tasks on integrated modelling of business processes and rule. Utilizing cued-retrospective think-aloud interviews with eye-tracking as the cue, our study conducted a deep qualitative exploration that revealed diverse sensemaking practices and strategies experts employed during information foraging and information processing.”

Dr Rocky Chen awarded Lord Mayor’s Trailblazer Grant

A huge congratulations to our CIRES Chief Investigator Dr Rocky Chen who has been awarded the prestigious Lord Mayor’s Convention Trailblazer Grant. Congratulations Rocky!!

This important program led by the Brisbane Economic Development Agency (BEDA) is designed to support emerging leaders and help them bring international conferences to Brisbane. Dr Chen, a Senior Lecturer, data science researcher and ARC DECRA Fellow, will use the grant to attend a top-tier global computer science conference, such as the 2025 IEEE International Conference on Data Mining in Washington DC.

“This grant will allow me to advocate for my work on responsible data science to an international audience,” Dr Chen said. “It also gives me the opportunity to promote Brisbane as a future host city for one of the world’s most respected data mining conferences.”

Dr Chen’s research focuses on building trustworthy and scalable data mining systems – uncovering patterns in large datasets to support responsible decision-making across a range of sectors. He is also a Chief Investigator at the ARC Centre for Information Resilience (CIRES), where he leads research on secure and ethical data practices in collaboration with industry and government.

“I’m incredibly honoured and excited to receive this recognition,” he said. “I look forward to working with BEDA to help bring a global event to Brisbane and further strengthen our city’s reputation as a centre for technological innovation.”

The Trailblazer Grant not only supports travel to international events but also empowers recipients to grow their leadership skills, build global networks, and attract investment and talent to Brisbane’s research ecosystem.

“I highly recommend the Trailblazer Grant to other early career researchers,” Dr Chen said. “It’s a fantastic opportunity to accelerate your career and broaden your impact. All you need is passion!”

Find out more about the Lord Mayor’s Convention Trailblazer Grant.

CIRES Team at The Web Conference in Sydney

It’s been a big week for the CIRES Team from The University of Queensland at The Web Conference in Sydney!

CIRES PhD Researcher Elyas Meguellati gave two presentations, including a workshop paper titled “Are Large Language Models Good Data Preprocessors?” on investigating whether Large Language Models (LLMs) can be good for cleaning text, and when to strategically alternate between LLMs and rule-based methods. The second day he presented his PhD topic, journey, and progress as part of the PhD Symposium. Elyas had the opportunity to be mentored by world renowned scholar in machine learning, Professor Irwin King from The Chinese University of Hong Kong.

“I received valuable input and questions from the scholars and audience to consider for my research. It was a great opportunity to make new friends and connections with similar interests from all over the globe,” said Elyas.

Our PhD Researcher Hongliang Ni also attended and presented her work on operationalising harmlessness in online AI systems.

“It was a fantastic experience attending the WWW-25 PhD Symposium. I was inspired by the breadth of research presented, especially through the keynotes and paper sessions. One key takeaway for me was recognising both the potential and the vulnerability of multi-agent frameworks. Moving forward, I believe it’s crucial to focus on building systems that are not only effective but also robust. I’m grateful for the opportunity to learn, reflect, and connect with such a vibrant research community.”

CIRES Alum Dr Junliang Yu presented the Demo paper “BiasNavi: LLM-Empowered Data Bias Management.” BiasNavi is an LLM-powered toolkit developed by the Centre and designed to make bias management in data more accessible. It guides users through a structured, intelligent workflow – from bias detection to mitigation – leveraging the power of LLMs to streamline and simplify complex processes.

Congratulations to CIRES Chief Investigator Prof. Gianluca Demartini and PhD researchers Stefano Civelli & Pietro Bernardelle who won the best paper award at the Workshop on Multimodal Content Analysis for Social Good for their work “The Impact of Persona-based Political Perspectives on Hateful Content Detection“. Great work team!

Thank you to the ACM, Association for Computing Machinery and www25 organisers for an excellent conference.

Lufan Zhang in Japan for CHI Conference

Our PhD researcher Lufan Zhang from Swinburne University of Technology is in Japan for the CHI conference on Human Factors in Computing Systems, the premier international conference of Human-Computer Interaction to present her work on Explainable AI. Congratulations Lufan!

“It’s such a pleasure to present our lbw work at CHI2025 in Yokohama, Japan. I came across another lbw work on the stats of XAI study that actually include human evidence of explainability, and it turned out that fewer than 1% of those XAI study include human study, among which less than a half involve the actual users into the design/development process of XAI approach… it poses a great opportunity for developing industry-based, context-aware XAI that involves the actual XAI stakeholder group into the co-design process of XAI to make the final solution useful and practical to address practioners’ prioritised needs.

Our work on “Placing Practice and Expertise at the Center of Explainable AI: A Participatory Design Approach to Explainable AI for Enterprise Information Architect” fills in the gap, where we believe industry practitioners have the agency in developing XAI approaches, and “explainability” in this study is seen as “a human-centred capability that practitioners develop to understand, interpret, and make AI useful in their work practices”. https://lnkd.in/gj4edj9m

Big shoutouts to our amazing industry partner Astral  Marie Felsbourg (Minson) GAICD & Damian Felsbourg GAICD and their clients & our research center ARC Training Centre for Information Resilience (CIRES), Swinburne University of Technology and Paul Scifleet for the ongoing support to produce the work we present here!”