Xin Cao

Senior Lecturer

University of New South Wales

Australia

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About

Xin Cao is a Senior Lecturer at the University of New South Wales, Australia. His research primarily focuses on multivariate time series forecasting, graph neural networks, and spatial keyword queries, as evidenced by his recent publications. Dr. Cao explores significant topics such as drought dynamics in the Amazon and named entity recognition within class-imbalanced datasets.

Articles (15)

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2025

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2025

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2024

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2023

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2023

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2023

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2023

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2022

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2022

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2021

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2021

Collaborators (4)

Christian Søndergaard Jensen

Professor

Aalborg University

DENMARK

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Wenjie Zhang

University of New South Wales

AUSTRALIA

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JIANZHONG QI

University of Melbourne

AUSTRALIA

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Yi Liu

University of New South Wales

AUSTRALIA

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Xin Cao

Research Interests

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Articles (15)

Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis

Boosting GNN-Based Link Prediction via PU-AUC Optimization

Assessing the relative importance of dry-season incoming solar radiation and water storage dynamics during the 2005, 2010 and 2015 southern Amazon droughts: not all droughts are created equal

Dynamic Graph Embedding via Meta-Learning

WISK: A Workload-aware Learned Index for Spatial Keyword Queries

Budgeted Sequence Submodular Maximization With Uniform and Non-Uniform Costs

Class-Imbalanced-Aware Distantly Supervised Named Entity Recognition

Edgeless-GNN: Unsupervised Representation Learning for Edgeless Nodes

GSim: A Graph Neural Network Based Relevance Measure for Heterogeneous Graphs

On the Power of Gradual Network Alignment Using Dual-Perception Similarities

Selectivity Estimation for Queries Containing Predicates over Set-Valued Attributes

ABLE: Meta-Path Prediction in Heterogeneous Information Networks

Efficient Radius-Bounded Community Search in Geo-Social Networks

CP-GNN: A Software for Community Detection in Heterogeneous Information Networks

CP-GNN: A Software for Community Detection in Heterogeneous Information Networks

Collaborators (4)

Christian Søndergaard Jensen

Wenjie Zhang

JIANZHONG QI

Yi Liu

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