Deng, Jinliang

6 publications

IJCAI 2025 CAN-ST: Clustering Adaptive Normalization for Spatio-Temporal OOD Learning Min Yang, Yang An, Jinliang Deng, Xiaoyu Li, Bin Xu, Ji Zhong, Xiankai Lu, Yongshun Gong

NeurIPS 2025 FAN: Fourier Analysis Networks Yihong Dong, Ge Li, Yongding Tao, Xue Jiang, Kechi Zhang, Jia Li, Jinliang Deng, Jing Su, Jun Zhang, Jingjing Xu

NeurIPS 2025 Reasoning Is Periodicity? Improving Large Language Models Through Effective Periodicity Modeling Yihong Dong, Ge Li, Xue Jiang, Yongding Tao, Kechi Zhang, Lecheng Wang, Hao Zhu, Huanyu Liu, Jiazheng Ding, Jia Li, Jinliang Deng, Hong Mei

NeurIPS 2024 Parsimony or Capability? Decomposition Delivers Both in Long-Term Time Series Forecasting Jinliang Deng, Feiyang Ye, Du Yin, Xuan Song, Ivor Tsang, Hui Xiong

IJCAI 2024 Spatial-Temporal-Decoupled Masked Pre-Training for Spatiotemporal Forecasting Haotian Gao, Renhe Jiang, Zheng Dong, Jinliang Deng, Yuxin Ma, Xuan Song

IJCAI 2023 Learning Gaussian Mixture Representations for Tensor Time Series Forecasting Jiewen Deng, Jinliang Deng, Renhe Jiang, Xuan Song