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Xin Zhou

Orcid: 0009-0002-6486-5639

Affiliations:
  • Monash University, Faculty of Information Technology, VIC, Australia
  • Northeastern University, Software College, Shenyang, China (former)


According to our database1, Xin Zhou authored at least 11 papers between 2020 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2026
Hypergraph node representation learning with one-stage message passing.
[BibTeX]
[DOI]
Shilin Qu
,
Weiqing Wang
,
Yuan-Fang Li
,
Xin Zhou
,
Fajie Yuan
Neural Networks, 2026

2025
A Data-Driven Scale-Adaptive Time-Frequency Convolutional Network for Long Sequence Time-Series Forecasting.
[BibTeX]
[DOI]
Zhiqiang Zhang
,
Weiqing Wang
,
Xin Zhou
,
Yu Bai
,
Hongzhi Yin
IEEE Trans. Knowl. Data Eng., December, 2025

Context-driven cold-start Web traffic forecasting.
[BibTeX]
[DOI]
Xin Zhou
,
Weiqing Wang
,
Wray L. Buntine
,
Christoph Bergmeir
World Wide Web (WWW), November, 2025

MoTime: A Dataset Suite for Multimodal Time Series Forecasting.
[BibTeX]
[DOI]
Xin Zhou
,
Weiqing Wang
,
Francisco J. Baldán
,
Wray L. Buntine
,
Christoph Bergmeir
CoRR, May, 2025

Unveiling the Potential of Text in High-Dimensional Time Series Forecasting.
[BibTeX]
[DOI]
Xin Zhou
,
Weiqing Wang
,
Shilin Qu
,
Zhiqiang Zhang
,
Christoph Bergmeir
CoRR, January, 2025

2024
OntoMedRec: Logically-pretrained model-agnostic ontology encoders for medication recommendation.
[BibTeX]
[DOI]
Weicong Tan
,
Weiqing Wang
,
Xin Zhou
,
Wray L. Buntine
,
Gordon Bingham
,
Hongzhi Yin
World Wide Web (WWW), May, 2024

Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues.
[BibTeX]
[DOI]
Shilin Qu
,
Weiqing Wang
,
Xin Zhou
,
Haolan Zhan
,
Zhuang Li
,
Lizhen Qu
,
Linhao Luo
,
Yuan-Fang Li
,
Gholamreza Haffari
CoRR, 2024

OntoMedRec: Logically-Pretrained Model-Agnostic Ontology Encoders for Medication Recommendation.
[BibTeX]
[DOI]
Weicong Tan
,
Weiqing Wang
,
Xin Zhou
,
Wray L. Buntine
,
Gordon Bingham
CoRR, 2024

Scalable Transformer for High Dimensional Multivariate Time Series Forecasting.
[BibTeX]
[DOI]
Xin Zhou
,
Weiqing Wang
,
Wray L. Buntine
,
Shilin Qu
,
Abishek Sriramulu
,
Weicong Tan
,
Christoph Bergmeir
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2020
Multi-facet user preference learning for fine-grained item recommendation.
[BibTeX]
[DOI]
Xin Zhou
,
Guibing Guo
,
Zhu Sun
,
Yuan Liu
Neurocomputing, 2020

Modelling Temporal Dynamics and Repeated Behaviors for Recommendation.
[BibTeX]
[DOI]
Xin Zhou
,
Zhu Sun
,
Guibing Guo
,
Yuan Liu
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020


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