Hui He
- Frequency-domain MLPs are More Effective Learners in Time Series Forecasting
2023/11/10 by Kun Yi, Yi, Kun, Qi Zhang +17 · 30 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective
2023/11/10 by Kun Yi, Qi Zhang, Yi, Kun +15 · 24 citations
Computer Science · Environmental Science · #Time Series Analysis and Forecasting #Advanced Graph Neural Networks #Air Quality Monitoring and Forecasting
- FilterNet: Harnessing Frequency Filters for Time Series Forecasting
2024/11/03 by Kun Yi, Yi, Kun, Qi Zhang +10 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural Networks and Applications #Signal Processing (eess.SP) #Time Series Analysis and Forecasting #electronic engineering #information engineering
- A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
2023/02/04 by Kun Yi, Qi Zhang, Yi, Kun +12 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Time Series Analysis and Forecasting
- Deep Coupling Network For Multivariate Time Series Forecasting
2024/02/23 by Kun Yi, Yi, Kun, Qi Zhang +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Brownian continuum random tree conditioned to be large
2022/02/19 by Abraham, Romain, Jean-Franç Ois Delmas, Delmas, Jean-Franç Ois +3 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Bayesian Methods and Mixture Models #Complex Network Analysis Techniques #FOS: Mathematics #Probability (math.PR) #Stochastic processes and statistical mechanics #Theoretical and Computational Physics
- Towards Bridging the Cross-modal Semantic Gap for Multi-modal Recommendation
2024/07/07 by Xinglong Wu, Wu, Xinglong, Ansheng Huang +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
- Distributional Drift Adaptation with Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting
2022/09/01 by Hui He, Qi Zhang, He, Hui +8 · 1 citation
Computer Science · Environmental Science · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications #Hydrological Forecasting Using AI
- SVBench: Evaluation of Video Generation Models on Social Reasoning
2025/12/25 by Wenshuo Peng, Peng, Wenshuo, Gongxuan Wang +11 · 1 citation
Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Social Robot Interaction and HRI