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Multi-Reference Preference Optimization for Large Language Models

H. Le, Q. Tran, D. Nguyen, K. Do, S. Mittal, K. Ogueji, S. Venkatesh

2025 / pp. (accepted on Dec 10, 2024) / AAAI Conference on Artificial Intelligence (AAAI)

Progressive Multi-granular Alignments for Grounded Reasoning in Large Vision-Language Models

Q. Le, L. H. Dang, N. H. Le, T. Tran, T. M. Le

2025 / pp. (accepted on Dec 10, 2024) / AAAI Conference on Artificial Intelligence (AAAI)

Learning Structural Causal Models from Ordering: Identifiable Flow Models

M. K. Le, K. Do, T. Tran

2025 / pp. (accepted on Dec 10, 2024) / AAAI Conference on Artificial Intelligence (AAAI)

Machine learning for predicting the outcome of terminal ballistics events

S. Ryan, N. M. Sushma, A. K. AV, J. Berk, T. Hashem, S. Rana, S. Venkatesh

2024 / Vol. 31, pp. 14 - 26 / Defence Technology

A review of Whipple shield ballistic limit equations

S. Ryan, W. Schonberg

2024 / Vol. 187, pp. 104899 / International Journal of Impact Engineering

Approximate theory of armour perforation by ductile hole expansion

R. Masri, S. Ryan

2024 / Vol. 187, pp. 104925 / International Journal of Impact Engineering

Policy Learning for Off-Dynamics RL with Deficient Support

L. L. P. Van, H. Tran, S. Gupta

2024 / pp. Accepted on 21/12/2023 / International Conference on Autonomous Agents and Multiagent Systems (AAMAS)

Domain Generalisation via Risk Distribution Matching

T. Nguyen, K. Do, B. Duong, T. Nguyen

2024 / pp. 2790 - 2799 / Winter Conference on Applications of Computer Vision (WACV)

Robust Estimation of Causal Heteroscedastic Noise Models

Q. Tran, B. Duong, P. Nguyen, T. Nguyen

2024 / pp. Accepted on 9/12/2023 / SIAM International Conference on Data Mining (SDM)

Talk with Ted: an embodied conversational agent for caregivers

M. K. Curumsing, J. R. Villicana, A. Vouliotis, K. Burns, M. Babaei, T. Petrovich, K. Mouzakis, R. Vasa

2024 / pp. 1 - 18 / Gerontology & Geriatrics Education

Learn To Unlearn for Deep Neural Networks: Minimizing Unlearning Interference With Gradient Projection

T. D. Hoang, S. Rana, S. Gupta, S. Venkatesh

2024 / pp. 4819 - 4828 / Winter Conference on Applications of Computer Vision (WACV)

Learning evolving relations for multivariate time series forecasting

B. Nguyen-Thai, V. Le, N. T. Tieu, T. Tran, S. Venkatesh, N. Ramzan

2024 / pp. 1 - 15 / Applied Intelligence

Root Cause Explanation of Outliers under Noisy Mechanisms

P. Nguyen, T. Tran, S. Gupta, T. Nguyen, S. Venkatesh

2024 / pp. 20508 - 20515 / AAAI Conference on Artificial Intelligence (AAAI)

A comprehensive survey on machine learning applications for drilling and blasting in surface mining

M. Venkat, T. Srikanth, L. Irini, B. Sushil, V. Rajesh, M. Kon

2024 / Vol. 15, pp. 100517 / Machine Learning with Applications

Determining the feasibility of a codesigned and personalised intervention (Veg4Me) to improve vegetable intake in young adults living in rural Australian communities: protocol for a randomised controlled trial

L. Katherine, R. Jonathan, P. Stephanie, Z. Yuxin, O. Eric, G. Stephanie, M. Sarah, H. Gilly, D. Kate, A. Gavin, B. Lauren, M. Ralph, B. Scott, M. John, A. Laura

2024 / Vol. 14 / BMJ open

Co-design of a personalised digital intervention to improve vegetable intake in adults living in Australian rural communities

K. M. Livingstone, J. C. Rawstorn, L. Alston, S. R. Partridge, A. Bastian, K. Dullaghan, S. A. McNaughton, G. A. Hendrie, L. C. Blekkenhorst, R. Maddison, Y. Zhang, S. Barnett, J. C. Mathers, S. L. Godrich

2024 / Vol. 24, pp. 1 - 14 / BMC Public Health

Diversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach

D. Nguyen, H. Le, K. Do, S. Venkatesh, T. Tran

2024 / pp. Accepted on 17/04/2024 / International Joint Conference on Artificial Intelligence (IJCAI)

Normalizing flows for conditional independence testing

B. Duong, T. Nguyen

2024 / Vol. 66, pp. 357 - 380 / Knowledge and Information Systems

Class-incremental learning with causal relational replay

T. Nguyen, D. Kieu, B. Duong, T. Kieu, K. Do, T. Nguyen, B. Le

2024 / pp. 123901 / Expert Systems with Applications

EMOTE: An Explainable architecture for Modelling the Other Through Empathy

M. Senadeera, T. G. Karimpanal, S. Jacobs, S. Gupta, S. Rana

2024 / pp. (accepted on 17th April 2024) / International Joint Conference on Artificial Intelligence (IJCAI)