ML Anthology

Zhang, Yunhao

7 publications

ICML 2024 UP2ME: Univariate Pre-Training to Multivariate Fine-Tuning as a General-Purpose Framework for Multivariate Time Series Analysis Yunhao Zhang, Minghao Liu, Shengyang Zhou, Junchi Yan
NeurIPS 2023 Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities Jingyuan Sun, Mingxiao Li, Zijiao Chen, Yunhao Zhang, Shaonan Wang, Marie-Francine Moens
ICLR 2023 Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting Yunhao Zhang, Junchi Yan
ICML 2023 LinSATNet: The Positive Linear Satisfiability Neural Networks Runzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan
IJCAI 2022 Learning Mixture of Neural Temporal Point Processes for Multi-Dimensional Event Sequence Clustering Yunhao Zhang, Junchi Yan, Xiaolu Zhang, Jun Zhou, Xiaokang Yang
IJCAI 2021 Neural Relation Inference for Multi-Dimensional Temporal Point Processes via Message Passing Graph Yunhao Zhang, Junchi Yan
AAAI 2021 Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting Longyuan Li, Jihai Zhang, Junchi Yan, Yaohui Jin, Yunhao Zhang, Yanjie Duan, Guangjian Tian