TimeHF 2.0: Multimodal, Multivariate, and Multi-Region Collaborative Forecasting for Large-Scale Retail Supply Chains

Han, Zhongxuan, Shi, Zhengxin, Chen, Kunxiu, Huang, Xiaolin, Huang, Yulin, Zhang, Anni, Lin, Xiaoming, Chen, Zhengyu, Yu, Xue, Liu, Yang, Yang, Yuanyuan, Zhang, Yangyang, Huang, Junheng, Geng, Dongyang, Zhang, Ben, Wang, Xin, Wang, Jiaxin, Zhou, Haowei, Yan, Qiqi, Yin, Jiaheng, Xu, Jintao, Liu, Zijiang, Zhan, Changfei, Chen, Zhe, Pan, Yutong, Deng, Jinqiu, Li, Shaomin, Kang, Ningxuan, Zhang, Jianshen, Qi, Yongzhi, Qi, Wei, Lei, Dazhou, Shen, Zuo-Jun Max

Open source

DOI: 10.48550/arxiv.2611.10521
Published: 2026
Container: Not recorded
Publisher: arXiv
Open access: no

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Cite this work

BibTeX

@article{allodium:10.48550/arxiv.2611.10521,
  title = {TimeHF 2.0: Multimodal, Multivariate, and Multi-Region Collaborative Forecasting for Large-Scale Retail Supply Chains},
  author = {Han, Zhongxuan and Shi, Zhengxin and Chen, Kunxiu and Huang, Xiaolin and Huang, Yulin and Zhang, Anni and Lin, Xiaoming and Chen, Zhengyu and Yu, Xue and Liu, Yang and Yang, Yuanyuan and Zhang, Yangyang and Huang, Junheng and Geng, Dongyang and Zhang, Ben and Wang, Xin and Wang, Jiaxin and Zhou, Haowei and Yan, Qiqi and Yin, Jiaheng and Xu, Jintao and Liu, Zijiang and Zhan, Changfei and Chen, Zhe and Pan, Yutong and Deng, Jinqiu and Li, Shaomin and Kang, Ningxuan and Zhang, Jianshen and Qi, Yongzhi and Qi, Wei and Lei, Dazhou and Shen, Zuo-Jun Max},
  year = {2026},
  doi = {10.48550/arxiv.2611.10521},
  url = {https://doi.org/10.48550/arxiv.2611.10521}
}

RIS

TY  - JOUR
TI  - TimeHF 2.0: Multimodal, Multivariate, and Multi-Region Collaborative Forecasting for Large-Scale Retail Supply Chains
AU  - Han, Zhongxuan
AU  - Shi, Zhengxin
AU  - Chen, Kunxiu
AU  - Huang, Xiaolin
AU  - Huang, Yulin
AU  - Zhang, Anni
AU  - Lin, Xiaoming
AU  - Chen, Zhengyu
AU  - Yu, Xue
AU  - Liu, Yang
AU  - Yang, Yuanyuan
AU  - Zhang, Yangyang
AU  - Huang, Junheng
AU  - Geng, Dongyang
AU  - Zhang, Ben
AU  - Wang, Xin
AU  - Wang, Jiaxin
AU  - Zhou, Haowei
AU  - Yan, Qiqi
AU  - Yin, Jiaheng
AU  - Xu, Jintao
AU  - Liu, Zijiang
AU  - Zhan, Changfei
AU  - Chen, Zhe
AU  - Pan, Yutong
AU  - Deng, Jinqiu
AU  - Li, Shaomin
AU  - Kang, Ningxuan
AU  - Zhang, Jianshen
AU  - Qi, Yongzhi
AU  - Qi, Wei
AU  - Lei, Dazhou
AU  - Shen, Zuo-Jun Max
PY  - 2026
DO  - 10.48550/arxiv.2611.10521
UR  - https://doi.org/10.48550/arxiv.2611.10521
ER  -

APA

Zhongxuan, H., Zhengxin, S., Kunxiu, C., Xiaolin, H., Yulin, H., Anni, Z., Xiaoming, L., Zhengyu, C., Xue, Y., Yang, L., Yuanyuan, Y., Yangyang, Z., Junheng, H., Dongyang, G., Ben, Z., Xin, W., Jiaxin, W., Haowei, Z., Qiqi, Y., Jiaheng, Y., Jintao, X., Zijiang, L., Changfei, Z., Zhe, C., Yutong, P., Jinqiu, D., Shaomin, L., Ningxuan, K., Jianshen, Z., Yongzhi, Q., Wei, Q., Dazhou, L., & Max, S. Z. (2026). TimeHF 2.0: Multimodal, Multivariate, and Multi-Region Collaborative Forecasting for Large-Scale Retail Supply Chains. https://doi.org/10.48550/arxiv.2611.10521

Source records

datacite · retrieved 2026-11-10T14:29:24.005Z