Discrete Prototypical Memories for Federated Time Series Foundation Models. - Liwei Deng; Qingxiang Liu; Xinhe Niu; Shengchao Chen; Sheng Sun; Yuankai Wu; Guodong Long; Yuxuan Liang (CoRR, 2026)

STD2Vformer: A Free-Form Spatiotemporal Forecasting Model. - Liwei Deng; Hao Wang 075; Junhao Tan; Xinhe Niu; Yuxin He; Shiyao Zhang 001; Zhihai He (IEEE Trans. Ind. Informatics, 2026)