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Xiaoyu Tao
Institution:
University of Science and Technology of China
Observed institution:
University of Science and Technology of China
ORCID:
0009-0000-0634-6254
Observed ORCID:
0009-0000-0634-6254
OpenAlex ID:
A5138735782
TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders
2026
·
Mingyue Cheng
, Xiaoyu Tao
, et al.
·
ACM International Conference on Web Search and Data Mining (WSDM)
·
47
Cross-Domain Pre-training with Language Models for Transferable Time Series Representations
2025
·
Mingyue Cheng
, Xiaoyu Tao
, et al.
·
ACM International Conference on Web Search and Data Mining (WSDM)
·
14
PDF
Can Slow-Thinking LLMs Reason Over Time? Empirical Studies in Time Series Forecasting
2026
·
Mingyue Cheng
, Jiahao Wang
, et al.
·
ACM International Conference on Web Search and Data Mining (WSDM)
·
3
Hierarchical Multimodal LLMs with Semantic Space Alignment for Enhanced Time Series Classification
2025
·
Xiaoyu Tao
, Tingyue Pan
, et al.
·
ACM Transactions on Intelligent Systems and Technology
·
3
PDF
TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning
2026
·
Chuang Jiang
, Mingyue Cheng
, et al.
·
ACM International Conference on Web Search and Data Mining (WSDM)
·
2
MemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized Generation
2026
·
Shuo Yu
, Mingyue Cheng
, et al.
·
International World Wide Web Conference (WWW)
·
1
A Human-in-the-Loop Autonomous Agent for Industry Time Series Forecasting
2026
·
Xiaoyu Tao
, Mingyue Cheng
, et al.
·
Preprints.org
CastClaw: A Human-Machine Collaborative System for Agentic Time Series Forecasting
2026
·
Xiaoyu Tao
, Mingyue Cheng
, et al.
·
Preprints.org
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Works count:
8
Citation count:
70
H-index:
3
I10-index:
2
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