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Research Highlights

Academic journals, incentives, and the quality of peer review

Associate Professor Julian Garcia

Small Change Matters: Towards Robust Deep Learning with Optimal Transport

Professor Dinh Phung

Human-centred feasibility restoration

Professor Maria Garcia De La Banda

Multi-channel convolutional neural network architectures for thyroid cancer detection

Dr Jackie Rong

Discipline Lead Keynotes

The Collective and Computational Intelligence Group

Associate Professor Alan Dorin

The Optimisation Group

Professor Peter Stuckey

Machine Learning Group

Professor Geoff Webb

Poster Presentations

Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating

Dr Daokun Zhang

JRDB-Pose: A Large-scale Dataset for Multi-Person Pose Estimation and Tracking

Dr Hamid Rezatofighi

LAVA: Label-efficient Visual Learning and Adaptation

Islam Nassar

Getting ‘φψχal’ with proteins: Minimum Message Length Inference of joint distributions of backbone and sidechain dihedral angles

Piyumi Amarasinghe

The JPS pathfinding system in 3D

Thomas Nobes

Interpretable Machine Learning Models for Phase Prediction in Polymerization-Induced Self-Assembly

Yiwen Lu

Space-time resolved inference-based neurophysiological process imaging: Application to resting-state alpha rhythm

Yun Zhao

Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery

Zizheng Pan

Human centered explanation for goal recognition system

Abeer Alshehri

Using MaxSAT for efficient explanations of tree ensembles

Dr Alexey Ignatiev

Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices

Md Mohaimenuzzaman

Poster Spotlight Group 1

Islam Nassar, Associate Professor Yuan-Fang Li, Dr Qiuhong Ke, Dr Malika Ratnayake, Professor Bernd Meyer

Poster Spotlight Group 2

Dr Mario Boley, Dr Alexey Ignatiev, Professor Jianfai Cai, Chuang Lin

Poster Spotlight Group 3

Dr Daokun Zhang, Associate Professor Markus Wagner, Dr Mahsa Salehi, Associate Professor Zongyuan Ge

Poster Spotlight Group 4

Dr Hamid Rezatofighi, Dr Fatemeh Shiri, Professor Graham Farr, Dr Buser Say

Poster Spotlight Group 5

Professor Geoff Webb, Shahid Iqbal, Dr Mario Boley, Yizhen Zheng, Dr Trung Le

Poster Spotlight Group 6

Dr Trung Le, Angus Dempster, Associate Professor Levin Kuhlmann, Dr Alexey Ignatiev Dr Zhe Chen

Poster Spotlight Group 7

Professor Peter Stuckey, Ali Davoodi, Dr Edward Lam, Piyumi Amarasinghe, Dr Lizhen Qu

Poster Spotlight Group 8

Professor Geoff Webb, Navid Foumani, Associate Professor Daniel Schmidt, Dr Teresa Wang

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