DATAX RESEARCH CENTRE


A consilience partnership for new data science and new discoveries in science, health and society


Publications

Xiaoxiao Ma, Jia Wu, Jian Yang, Michael Sheng, Towards Graph-level Anomaly Detection via Deep Evolutionary Mapping, SIGKDD 2023.

Pengfei Ding, Yan Wang, Guanfeng Liu, Xiaofang Zhou, Few-Shot Semantic Relation Prediction across Heterogeneous Graphs, IEEE Transactions on Knowledge and Data Engineering.

Zhilin Zhao, Longbing Cao, and Kun-Yu Lin. Supervision Adaptation Balancing In-distribution Generalization and Out-of-distribution Detection IEEE Transaction on Pattern Recognition and Machine Intelligence.

Zhilin Zhao, Longbing Cao.  R-divergence for Estimating Model-oriented Distribution Discrepancy, NeurIPS 2023.

Kun Yi, Qi Zhang, Wei Fan, Hui He, Liang Hu, Pengyang Wang, Ning An, Longbing Cao, Zhendong Niu.  FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective, NeurIPS 2023.

Kun Yi, Qi Zhang, Wei Fan, Hui He, Pengyang Wang, Shoujin Wang, Ning An, Defu Lian, Longbing Cao, Zhendong Niu.  Frequency-domain MLPs are More Effective Learners in Time Series Forecasting, NeurIPS 2023

Greta Hawes & Rosemary Selth, “Matrilineal succession in Greek myth”, Classical Quarterly (accepted).

Yanlin Shi, A Tale of Two Tails: A New Unique Information Share Measure Based on Copulas” on Journal of Financial Econometrics. The publication date is 28 August 2023.