Xiaoyu Tao

2026

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TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders.
Mingyue Cheng|Xiaoyu Tao|Zhiding Liu|Qi Liu|Hao Zhang|Rujiao Zhang|Enhong Chen
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026
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Can Slow-Thinking LLMs Reason Over Time? Empirical Studies in Time Series Forecasting.
Mingyue Cheng|Jiahao Wang|Daoyu Wang|Xiaoyu Tao|Qi Liu|Enhong Chen
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026
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TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning.
Chuang Jiang|Mingyue Cheng|Xiaoyu Tao|Qingyang Mao|Jie Ouyang|Qi Liu
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026
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MemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized Generation.
Shuo Yu|Mingyue Cheng|Daoyu Wang|Qi Liu|Zirui Liu|Ze Guo|Xiaoyu Tao
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
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STaR: Towards Effective and Stable Table Reasoning via Slow-Thinking Large Language Models.
Huajian Zhang|Mingyue Cheng|Yucong Luo|Xiaoyu Tao
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

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Cross-Domain Pre-training with Language Models for Transferable Time Series Representations.
Mingyue Cheng|Xiaoyu Tao|Qi Liu|Hao Zhang|Yiheng Chen|Defu Lian
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025