Cao, Wei

16 publications

IJCAI 2025 Deep Learning for Multivariate Time Series Imputation: A Survey Jun Wang, Wenjie Du, Yiyuan Yang, Linglong Qian, Wei Cao, Keli Zhang, Wenjia Wang, Yuxuan Liang, Qingsong Wen

AAAI 2025 HyperMixer: Specializable Hypergraph Channel Mixing for Long-Term Multivariate Time Series Forecasting Changyuan Tian, Zhicong Lu, Zequn Zhang, Heming Yang, Wei Cao, Zhi Guo, Xian Sun, Li Jin

CoRL 2025 Pseudo-Simulation for Autonomous Driving Wei Cao, Marcel Hallgarten, Tianyu Li, Daniel Dauner, Xunjiang Gu, Caojun Wang, Yakov Miron, Marco Aiello, Hongyang Li, Igor Gilitschenski, Boris Ivanovic, Marco Pavone, Andreas Geiger, Kashyap Chitta

CVPR 2024 Motion2VecSets: 4D Latent Vector Set Diffusion for Non-Rigid Shape Reconstruction and Tracking Wei Cao, Chang Luo, Biao Zhang, Matthias Nießner, Jiapeng Tang

TMLR 2024 NuTime: Numerically Multi-Scaled Embedding for Large- Scale Time-Series Pretraining Chenguo Lin, Xumeng Wen, Wei Cao, Congrui Huang, Jiang Bian, Stephen Lin, Zhirong Wu

ICML 2023 OpenFE: Automated Feature Generation with Expert-Level Performance Tianping Zhang, Zheyu Aqa Zhang, Zhiyuan Fan, Haoyan Luo, Fengyuan Liu, Qian Liu, Wei Cao, Li Jian

ICLR 2022 DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting Wei Fan, Shun Zheng, Xiaohan Yi, Wei Cao, Yanjie Fu, Jiang Bian, Tie-Yan Liu

NeurIPS 2022 Efficient and Effective Multi-Task Grouping via Meta Learning on Task Combinations Xiaozhuang Song, Shun Zheng, Wei Cao, James Yu, Jiang Bian

NeurIPS 2020 MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler Zhining Liu, Pengfei Wei, Jing Jiang, Wei Cao, Jiang Bian, Yi Chang

AAAI 2020 Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting Weiqi Chen, Ling Chen, Yu Xie, Wei Cao, Yusong Gao, Xiaojie Feng

ICLR 2020 Relational State-Space Model for Stochastic Multi-Object Systems Fan Yang, Ling Chen, Fan Zhou, Yusong Gao, Wei Cao

NeurIPS 2018 BRITS: Bidirectional Recurrent Imputation for Time Series Wei Cao, Dong Wang, Jian Li, Hao Zhou, Lei Li, Yitan Li

AAAI 2018 When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks Dong Wang, Junbo Zhang, Wei Cao, Jian Li, Yu Zheng

AAAI 2015 Deep Modeling Complex Couplings Within Financial Markets Wei Cao, Liang Hu, Longbing Cao

NeurIPS 2015 On Top-K Selection in Multi-Armed Bandits and Hidden Bipartite Graphs Wei Cao, Jian Li, Yufei Tao, Zhize Li

AAAI 2014 Deep Modeling of Group Preferences for Group-Based Recommendation Liang Hu, Jian Cao, Guandong Xu, Longbing Cao, Zhiping Gu, Wei Cao