publications

2026

1. ICML-WS

   

   TimeRouter: Efficient and Adaptive Routing of Time-Series Foundation Models

   Kanghui Ning, Yushan Jiang, Kashif Rasul, Anderson Schneider, Yuriy Nevmyvaka, and Dongjin Song

   In ICML Workshop on AI Forecasting, 2026

   arXiv Bib Code

   @inproceedings{ning2026timerouter,
     title = {TimeRouter: Efficient and Adaptive Routing of Time-Series Foundation Models},
     author = {Ning, Kanghui and Jiang, Yushan and Rasul, Kashif and Schneider, Anderson and Nevmyvaka, Yuriy and Song, Dongjin},
     booktitle = {ICML Workshop on AI Forecasting},
     year = {2026},
   }

2025

1. ICDM

   

   Towards Interpretable and Trustworthy Time Series Reasoning: A BlueSky Vision

   Kanghui Ning, Zijie Pan, Yushan Jiang, Anderson Schneider, Yuriy Nevmyvaka, and Dongjin Song

   In IEEE International Conference on Data Mining (ICDM), BlueSky Track, 2025

   Best BlueSky Paper (3rd Place) arXiv Bib

   Best BlueSky Paper Award (3rd Place) at ICDM 2025

   @inproceedings{ning2025bluesky,
     title = {Towards Interpretable and Trustworthy Time Series Reasoning: A BlueSky Vision},
     author = {Ning, Kanghui and Pan, Zijie and Jiang, Yushan and Schneider, Anderson and Nevmyvaka, Yuriy and Song, Dongjin},
     booktitle = {IEEE International Conference on Data Mining (ICDM), BlueSky Track},
     year = {2025},
   }

2. NeurIPS

   

   TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster

   Kanghui Ning, Zijie Pan, Yu Liu, Yushan Jiang, James Y. Zhang, Kashif Rasul, Anderson Schneider, Lintao Ma, Yuriy Nevmyvaka, and Dongjin Song

   In Advances in Neural Information Processing Systems (NeurIPS), 2025

   arXiv Bib Code

   @inproceedings{ning2025tsrag,
     title = {TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster},
     author = {Ning, Kanghui and Pan, Zijie and Liu, Yu and Jiang, Yushan and Zhang, James Y. and Rasul, Kashif and Schneider, Anderson and Ma, Lintao and Nevmyvaka, Yuriy and Song, Dongjin},
     booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
     year = {2025},
   }

3. KDD

   

   Multi-modal Time Series Analysis: A Tutorial and Survey

   Yushan Jiang^*, Kanghui Ning^*, Zijie Pan^*, Xuyang Shen, Jingchao Ni, Wenchao Yu, Anderson Schneider, Haifeng Chen, Yuriy Nevmyvaka, and Dongjin Song

   In ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025

   arXiv Bib Code

   @inproceedings{jiang2025multimodal,
     title = {Multi-modal Time Series Analysis: A Tutorial and Survey},
     author = {Jiang, Yushan and Ning, Kanghui and Pan, Zijie and Shen, Xuyang and Ni, Jingchao and Yu, Wenchao and Schneider, Anderson and Chen, Haifeng and Nevmyvaka, Yuriy and Song, Dongjin},
     booktitle = {ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)},
     year = {2025},
   }