We are bridging the gap between academics and business practitioners to better understand the factors that influence consumers. In collaboration with researchers from across the University of Sydney Business School such as marketing, business information systems, international business and transport, researchers from other faculties including information technology and economics, as well as industry representatives, we are contributing to better decision-making based on consumer insights.
We are building a platform for researchers to discuss new developments and methodologies, and encourage and facilitate cross-disciplinary research projects.
Kim A, Briley D, Lau-Gesk L, Wetzels R (2026). When familiar retail experiences feel new: How unfamiliar environments increase enjoyment. Feb 2026, Journal of Retailing, Elsevier. DOI: 10.1016/j.jretai.2026.02.001
Briley DA, Adaval R, Jung K, Wyer RS, Lee MY. (2026) Indicators of culture: Content, processes, and values. Jan 2026, Consumer Psychology Review 9(1):3-22, Wiley. DOI: 10.1002/arcp.70006
Lu S, Liu Z, Xu L, Ren X, Wang X, Arisian S. (2026) Contagion effect in the adoption of environmental corporate social responsibility. Apr 2026, Annals of Operations Research, 359(2) Springer Nature.
Yu H, Hu K, Lu Z, Lu SQ, Wang Z, He F. (2026) PSAG: Projection-based Stabilized Attribution Guidance for Online Continual Learning. 1 Jan 2026, Transactions on Machine Learning Research.
Wang J, Sun Y, Gao J, Wang S, Zhang Q, Yang Y, Yin B, Guo J (2026). Hybrid graph attention learning with pseudo-label guided adaptive evolution. Oct 2026, Neural Networks 202:109025, Elsevier. DOI: 10.1016/j.neunet.2026.109025
Guo J, Xu X, Cao Y, Cao M, Xin M, Zhao T, Su Y, Gao J, Cui M, Wang Y (2026). Anchor-to-graph structural co-regularization for scalable multi-view clustering. Sep 2026, Pattern Recognition, 177:113378, Elsevier. DOI: 10.1016/j.patcog.2026.113378
Ma H, Fang J, Shi D, Shao Z, Gao J. (2026) Diffusion denoised and physics-regularized inter-series model for long-horizon multivariate time-series forecasting. Sep 2026, Information Fusion 133:104325, Elsevier. DOI: 10.1016/j.inffus.2026.104325
Hasan M, Islam R, Mamun Q, Islam Z, Gao J. (2026) Ensemble-based adversarial defense with dynamic model selection for intrusion detection systems. Jul 2026, Internet of Things, 38:101970, Elsevier. DOI: 10.1016/j.iot.2026.101970
Fang J, Shao Z, Xi H, Choy STB, Gao J. (2026) Toward an integrated cross-urban accident prevention system: A multi-task spatial-temporal learning framework for urban safety management. Jul 2026, Transportation Research Part C Emerging Technologies, 188:105675, Elsevier. DOI: 10.1016/j.trc.2026.105675
Shao Z, Wang Z, Xi H, Bell MGH, Yao X, Geers DG, Gao J. (2026) Unleashing Mamba’s expressive power: A non-tradeoff approach to spatio-temporal forecasting. Jul 2026, Information Fusion, 131:104172, Elsevier. DOI: 10.1016/j.inffus.2026.104172
Wang C, Hu Y, Jiang H, Gao J, Sun Y, Yin B. (2026) Modality-Agnostic Hybrid Federated Learning via Knowledge Distillation and Reinforcement Learning-Based Aggregation. 1 Jun 2026, IEEE Transactions on Circuits and Systems for Video Technology, 36(6):8356-8371, Institute of Electrical and Electronics Engineers (IEEE). DOI: 10.1109/tcsvt.2026.3663412
Wang B, Gao Y, Liu T, Gao J, Wu G, Hu Y, Yin B. Human-Like Multimodal Fake News Detection via Reflective Summarization and Large–Small Model Collaboration. 13 May 2026, IEEE Transactions on Neural Networks and Learning Systems, PP(99):1-15, Institute of Electrical and Electronics Engineers (IEEE). DOI: 0.1109/tnnls.2026.3685634
Brennan S, Ilicic J, Kennedy A. Two together is better than two apart: examining multi-celebrity endorsement effectiveness. (2026)17 Feb 2026, International Journal of Advertising, 45(2):298-328, Taylor & Francis. DOI: 10.1080/02650487.2025.2500226
Hu Y, Chen H, Jiang H, Guo K, Liu T, Gao J, Sun Y, Yin B. (2026) Enhancing Personalized Federated Continual Learning with Client-Specific Semantic Knowledge. 8 May 2026, ICASSP 2026 – 2026, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 00:3526-3530, Institute of Electrical and Electronics Engineers (IEEE). DOI: 10.1109/icassp55912.2026.11463554