Home » Authors » Hongyin Zhang, Mingyi Xiang, Rongzhao Chen, Yankai Wang, Jialin Qiao, Xiangdong Huang, Xiaoou Ding, Chen Wang, Zhongyi Pei, Jianmin Wang

Hongyin Zhang, Mingyi Xiang, Rongzhao Chen, Yankai Wang, Jialin Qiao, Xiangdong Huang, Xiaoou Ding, Chen Wang, Zhongyi Pei, Jianmin Wang

Public reference bibliography and cataloged PDF materials authored or published by Hongyin Zhang, Mingyi Xiang, Rongzhao Chen, Yankai Wang, Jialin Qiao, Xiangdong Huang, Xiaoou Ding, Chen Wang, Zhongyi Pei, Jianmin Wang.

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Beyond Static Leaderboards: Capability-Focused Evaluation with Structural Diversity for Time Series Foundation Models

Year: 2026 • Source: arxiv.org • Listed PDF

Static public benchmarks for time series foundation models (TSFMs) typically have fixed and narrow test distributions. Their repeated reuse encourages benchmark-specific tuning, making reported performance reflect adapta...