Yujun Yan

1. Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks
   2021/02/12 by Yujun Yan, Milad Hashemi, Yan, Yujun +7 · 12 citations
   Computer Science · Physics and Astronomy · Psychology · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health via Writing
2. Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs
   2020/06/19 by Jiong Zhu, Zhu, Jiong, Yujun Yan +9 · 14 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Stochastic Gradient Optimization Techniques
3. MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-Text Decoding
   2025/02/18 by Weikang Qiu, Zheng Huang, Qiu, Weikang +9 · 7 citations
   Computer Science · Neuroscience · #Neural Networks and Applications #EEG and Brain-Computer Interfaces #Neurobiology of Language and Bilingualism
4. Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models
   2020/08/26 by Zhengming Zhang, Zhang, Zhengming, Yaoqing Yang +9 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
5. What Causes Performance Degradation in Cross-Subject EEG Classification?
   2024/10/04 by Yihe Wang, Taida Li, Wang, Yihe +9 · 1 citation
   Computer Science · #Time Series Analysis and Forecasting