Recreating the Physical Natural World from Images

9 October 2024 1:00pm
Speaker: Dr Shangzhe Wu (Stanford University)

Human-Computer Conversational Vision-and-Language Navigation

8 October 2024 11:00am
Speaker: A/Prof Qi Wu (University of Adelaide)

Entrepreneurship: What does it Mean to EMCRs?

27 September 2024 1:00pm
The EECS EMCR Advocacy Committee invites you to a panel session themed around entrepreneurship development.

Towards Graph Foundation Model

11 September 2024 1:00pm
Speaker: Haitao Mao (Michigan State University, USA)

Toward Memory-Efficient Recommender Systems

12 June 2024 1:00pm
Extensive experiments on public benchmark datasets have verified the effectiveness of the two proposed works in retaining excellent recommendation performance.

Embracing Changes in Deep Learning: Continual Learning with Augmented and Modularized Memory

11 June 2024 2:30pm
To ensure DNNs effectively retain past knowledge while accommodating future tasks, we explore CL techniques from the viewpoint of augmenting and modularizing the memorization of DNNs.

Causality Discovery Methods for Studying Drug-Drug Interactions and Adverse Effects

11 June 2024 9:30am
In this work, we use MetaMap to map the original dataset, which lacks ground truth, with knowledge from drug-drug interaction databases, thereby deriving the ground truth dataset.

Distribution system state estimation: monitoring and characterization of active distribution networks

29 May 2024 11:00am
This presentation shows results both on synthetic data and real network+smart meter data from a Belgian system operator.

UQ Interaction Design Exhibit 2024

24 May 2024 1:00pm7:00pm
Experience new ways to interact with digital technology in this rapidly evolving field at the 2024 UQ Interaction Design Exhibit.

Generative Sequential Recommendation

22 May 2024 3:00pm
In this talk, we introduce the Sequential Recommendation problem and draw parallels between language modelling and recommender systems.

Multi-modal Learning for Effective In-the-Wild Plant Disease Detection

21 May 2024 10:00am
Plant disease recognition aims to identify disease through visual symptoms, and has a profound impact on agricultural production and food safety.

Efficient and Elastic Large Models

17 May 2024 3:00pm
In this talk, we will discuss the key challenges in improving efficiency of LLM serving.

Evolving Modular Neural Networks: Investigating the Role of Modularity and Linkage Learning in Neuroevolution

17 May 2024 1:00pm
This presentation investigates the role of modularity in advancing neuroevolution algorithms and proposes novel techniques that exploit this property to evolve efficient neural networks.

Deep Copula-Based Survival Analysis for Dependent Censoring

24 April 2024 1:00pm
This talk will discuss a flexible survival analysis method that simultaneously accommodates dependent censoring and eliminates the requirement for specifying the copula.

Conveying Complex Information in Multi-modal Dialogue Generation through Event, Knowledge and Reasoning

23 April 2024 1:30pm
We target conveying more complex information into multi-modal dialogue generation with events, knowledge and reasoning.

Modelling AI-informed Online Opinion Dynamics

19 April 2024 2:00pm
With the massive development in Information Communication Technology (ICT) in the past decades, people nowadays are used to fast-paced and real-time information exchange and public opinion deliberation.

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