Yi, Kun

1. SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation
   2024/04/22 by Yuying Ge, Sijie Zhao, Ge, Yuying +15 · 63 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
2. Frequency-domain MLPs are More Effective Learners in Time Series Forecasting
   2023/11/10 by Kun Yi, Qi Zhang, Yi, Kun +17 · 27 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
3. FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective
   2023/11/10 by Kun Yi, Yi, Kun, Qi Zhang +15 · 22 citations
   Computer Science · Environmental Science · #Time Series Analysis and Forecasting #Advanced Graph Neural Networks #Air Quality Monitoring and Forecasting
4. Probabilistic End-to-end Noise Correction for Learning with Noisy Labels
   2019/03/19 by Kun Yi, Jianxin Wu, Yi, Kun +1 · 6 citations
   Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Machine Learning and Algorithms
5. ViT-Lens: Towards Omni-modal Representations
   2023/11/27 by Weixian Lei, Lei, Weixian, Yixiao Ge +15 · 8 citations
   Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Multimodal Machine Learning Applications #Tactile and Sensory Interactions
6. FilterNet: Harnessing Frequency Filters for Time Series Forecasting
   2024/11/03 by Kun Yi, Yi, Kun, Qi Zhang +10 · 9 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
7. A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
   2023/02/04 by Kun Yi, Yi, Kun, Qi Zhang +12 · 3 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
8. Frequency Spectrum is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector
   2023/12/18 by An Lao, Lao, An, Qi Zhang +11 · 3 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gothic Literature and Media Analysis #Misinformation and Its Impacts #Multimedia (cs.MM)
9. IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting
   2024/01/30 by Fan, Wei, Zheng, Shun, Wang, Pengyang +5 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting
    2025/01/28 by Fei, Jingru, Yi, Kun, Fan, Wei +2 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization
    2024/06/03 by Yu Zhang, Qi Zhang, Zhang, Yu +21 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
12. Deep Coupling Network For Multivariate Time Series Forecasting
    2024/02/23 by Yi, Kun, Zhang, Qi, He, Hui +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. RILS: Masked Visual Reconstruction in Language Semantic Space
    2023/01/17 by Yang, Shusheng, Ge, Yixiao, Yi, Kun +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
14. Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding
    2024/04/20 by Guangyin Bao, Qi Zhang, Bao, Guangyin +15 · 1 citation
    Neuroscience · #EEG and Brain-Computer Interfaces
15. HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis
    2024/04/18 by Wu, Zhuojia, Zhang, Qi, Miao, Duoqian +3 · 1 citation
    #Audio and Speech Processing (eess.AS) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Parallel #Sound (cs.SD) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
16. 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