Artificial intelligence

Artificial intelligence is the study of systems that learn, solve problems, represent knowledge about the world, generate text and images, and do other things regarded as characteristics of intelligent behaviour.

The Artificial Intelligence Research Theme’s work in artificial intelligence and symbolic computing is concerned with how we can make use of computers to augment human mathematical and logical capabilities and in investigating how to automate human capabilities such as face recognition.

Amongst many fields we are active in computer vision, constraint programming, natural language processing, computational argumentation, and symbolic computation.

Research areas

Application Areas	Research Topics
Virology Timetabling Computer security Social media Graph databases Puzzles and games Route/holiday planning Bioinformatics Organic chemistry Transportation Autonomous agents Smart home Personal health monitoring	Constraint programming Combinatorial search Computational algebra/logic Natural language processing Image processing Computer vision Cognitive robotics Computational argumentation Machine learning systems Cloud/Edge computing Automated planning & scheduling Sensing systems Domain adaptation

- Guo, Z , Fang, L, Lin, J, Qian, Y, Zhao, S, Wang, Z, Dong, J, Chen, C, Arandjelović, O & Lau, CP 2024 'A Grey-box attack against latent diffusion model-based image editing by posterior collapse' arXiv. <http://arxiv.org/abs/2408.10901>
- Zhao, S, Jia, M, Guo, Z, Gan, L, Fu, J, Feng, Y, Pan, F & Tuan, LA 2024 'A Survey of Backdoor Attacks and Defenses on Large Language Models: Implications for Security Measures'.
- Guo, Z, Li, W, Qian, Y, Arandelovic, O & Fang, L 2024, A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models. in International Conference on Artificial Intelligence and Statistics. vol. 238, pp. 901-909.
- Lei, Y, He, S, Khamis, M & Ye, J 2024, 'An end-to-end review of gaze estimation and its interactive applications on handheld mobile devices', ACM Computing Surveys, vol. 56, no. 2, 34. https://doi.org/10.1145/3606947
- Guo, Z, Dong, J, Qian, Y, Wang, K, Li, W, Guo, Z, Wang, Y, Li, Y, Arandjelović, O & Fang, L 2024 'Artwork protection against neural style transfer using locally adaptive adversarial color attack' arXiv. <http://arxiv.org/abs/2401.09673>

Artificial intelligence

Research areas

Application Areas

Research Topics

Research staff

Recent publications