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!