Advancing Machine Unlearning in Deep Models: Causal Insights, Efficiency, and Effectiveness

26 March 2024 11:00am
The overall aim of this research is to advance the field of machine unlearning in the aspects of causal insights, efficiency, and effectiveness.

Advancements in Time Series Analysis: from Regular to Anomalous, Cloud-based to On-Device, and Univariate to Multivariate

26 March 2024 10:00am
This seminar explores the latest advancements in time series analysis by examining three key aspects: pattern recognition, on-device applications, and complex multivariate time series modelling.

Potential and limitations of using LLMs for personalized advertising

22 March 2024 2:00pm
This presentation investigates the potential of large language models (LLMs) for generating personalized online advertisements tailored to specific personality traits and the implications of such technology for political advertising, combining insights from two studies.

Building AI/ML & Gen AI responsibly on AWS

13 March 2024 1:00pm
This presentation explores best practices for building AI/ML and generative AI (Gen AI) models responsibly on AWS.

Effective Representation Learning for Legal Case Retrieval

12 March 2024 10:00am
Legal case retrieval (LCR) is a specialised and indispensable retrieval task that focuses on retrieving relevant cases given a query case.

Filter Bubble in Recommender System: Diversity and Beyond

7 March 2024 1:00pm
In this talk, we first discuss one of the most important aspects of the filter bubble, recommendation diversity, particularly diversified recommendation models and full-stage large-scale online experiments on short-video platforms.

One-Day Face-to-Face Oils for Application in Transformers and Tap Changers: CPD Course

16 February 2024 8:30am5:00pm
This one-day face-to-face course will bring industry professionals together for dialogue and sharing of knowledge to better understand oils for transformer and tap changer applications and testing thereof. This course will deliver the theoretical background information necessary along with practical experience from industry experts to understand the issues of oils and their application in a modern power system. This course is aimed at procurement, asset strategies, operations and maintenance managers and engineers in generation, transmission and distribution, renewables manufacturing mining industrial and infrastructure organisations.

Adaptive Collaborative Learning with Data Silos

13 February 2024 11:00am
This study investigates strategies to effectively handle challenges related to data silos.

Continual Graph Learning with Graph Condensation

25 January 2024 10:00am
Continual graph learning (CGL) is purposed to continuously update a graph model with graph data being fed in a streaming manner.

Sensemaking in Multi-artefact Information Tasks

23 January 2024 1:00pm
The research findings provide novel insights and understanding of the sensemaking processes in various settings and contribute to modelling practice and the design of supporting tools.

Multimodal Recommender Systems: Threats and Countermeasures in the Generative AI Era

15 December 2023 2:00pm
This research introduces a corresponding attack method to uncover the actual vulnerabilities within recommender systems.

Summer of AI 2023 Keynotes

14 December 2023 12:00pm
Join us at the 2023 Summer of AI (SAI) from 11-15 December, where you'll hear from UQ's two new Professors of AI, as well as some of our leading academics in the field.

AI and HPC Infrastructure at UQ in the next 12 to 24 months

13 December 2023 2:00pm
This talk will provide an inside view of what AI/ML/DL infrastructure UQ RCC has available right now and an early view of what is coming next.

Summer of AI 2023 Keynotes

11 December 2023 12:00pm
Join us at the 2023 Summer of AI (SAI) from 11-15 December, where you'll hear from UQ's two new Professors of AI, as well as some of our leading academics in the field.

Diffusion and text-based guidance for image morphing

8 December 2023 10:00am
The talk will give some background on diffusion as a Generative Model for images, and text-based imaging.

Synergising Learning Theory, Learning Analytics, and Educational Technologies

7 December 2023 1:00pm
This thesis addresses this gap by proposing a triadic relationship among learning theories, educational technologies, and learning analytics.

AlgorithmOS, a self organising modular framework for the implementation of algorithmic research

27 November 2023 11:00am
One open research problem in this field is how do we fully automate task creation?

Database integration in multidatabase systems

8 November 2023 11:45am
In this session, I will provide an overview of database integration, including the motivation, problem definition, important tasks and real-world examples.

Measurement, Scales, Averages, Meaningfulness

7 November 2023 10:00am
In this talk, we will introduce the fundamental notions about scales of measurement and meaningfulness, and we will show how they apply to IR evaluation measures.

Innovation Showcase 2023

2 November 2023 4:00pm7:00pm
Don't miss the 2023 Innovation Showcase, a unique opportunity for EECS students to showcase their end of year projects to industry partners and the UQ community.

Large Language Models: Risks, Opportunities and Responses

29 October 2023 2:00pm
This talk will give a high level overview of Large Language Models and present my thoughts on the potential benefits and likely risks of AI and what we should be doing about them.

Process Mining: Opportunities and Challenges

18 October 2023 1:00pm
In this talk I will first briefly introduce my previous work in Immersive Analytics, which includes the visualisation of abstract and 3D data in multiple XR scenarios.

On using language models for relevance labelling

16 October 2023 2:00pm
Speaker: Dr Paul Thomas, Microsoft
We report on experiments using GPT-4, a recent large language model, to label documents for relevance.

AI-driven Approaches for Effective Systematic Review Literature Screening

13 October 2023 3:00pm
This work aims to minimise the costs associated with the process of creating systematic reviews.

Evaluating and Improving Text to Image Alignment with Latent Diffusion Models

4 October 2023 1:00pm
Our study delves into a novel decompositional approach to enhance and evaluate text-to-image alignment.

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