Lifang He

1. Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
   2024/02/27 by Yixin Liu, Kai Zhang, Liu, Yixin +21 · 3 voices · 102 citations
   Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Satellite Image Processing and Photogrammetry
2. A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT
   2023/02/18 by Ce Zhou, Qian Li, Zhou, Ce +35 · 25 citations
   Computer Science · Business, Management and Accounting · Social Sciences · #Topic Modeling #FinTech, Crowdfunding, Digital Finance #Artificial Intelligence in Law
3. Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis
   2022/06/30 by Hejie Cui, Wei Dai, Cui, Hejie +9 · 7 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #68T07 #92C50 #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Functional Brain Connectivity Studies #I.2.0 #I.2.6 #J.3 #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #and Science (cs.CE)
4. SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism
   2021/01/20 by Qingyun Sun, Jianxin Li, Sun, Qingyun +11 · 4 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Topic Modeling
5. Mora: Enabling Generalist Video Generation via A Multi-Agent Framework
   2024/03/20 by Zhengqing Yuan, Yuan, Zhengqing, Liu, Yixin +17 · 8 citations
   Computer Science · #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis
6. Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks
   2021/04/02 by Hao Peng, Jianxin Li, Peng, Hao +11 · 3 citations
   Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Text Analysis Techniques #Advanced Graph Neural Networks
7. Multi-View Graph Convolutional Network and Its Applications on\n Neuroimage Analysis for Parkinson's Disease
   2018/05/22 by Xi Sheryl Zhang, Lifang He, Zhang, Xi Sheryl +10 · 2 citations
   Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neurological disorders and treatments #Parkinson's Disease Mechanisms and Treatments
8. Deep Multi-View Subspace Clustering with Anchor Graph
   2023/05/11 by Chenhang Cui, Cui, Chenhang, Yazhou Ren +7 · 3 citations
   Computer Science · Social Sciences · #Face and Expression Recognition #Video Surveillance and Tracking Methods #Advanced Computing and Algorithms
9. Heterogeneous Similarity Graph Neural Network on Electronic Health Records
   2021/01/17 by Zheng Liu, Xiaohan Li, Liu, Zheng +7 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
10. DuSK: A Dual Structure-preserving Kernel for Supervised Tensor Learning with Applications to Neuroimages
    2014/07/31 by Lifang He, He, Lifang, Xiangnan Kong +9 · 1 citation
    Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #H.2.8 #I.1.1 #I.2.10 #I.5.2 #Machine Learning (cs.LG) #Tensor decomposition and applications
11. Multi-view Graph Embedding with Hub Detection for Brain Network Analysis
    2017/09/12 by Guixiang Ma, Ma, Guixiang, Chun-Ta Lu +7 · 1 citation
    Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG)
12. Towards a general-purpose foundation model for fMRI analysis
    2025/06/11 by Cheng Wang, Yu Jiang, Wang, Cheng +32 · 7 citations
    Neuroscience · #Functional Brain Connectivity Studies
13. Bora: Biomedical Generalist Video Generation Model
    2024/07/12 by W.P. Sun, Xiaocao You, Sun, Weixiang +13 · 3 citations
    Computer Science · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning in Healthcare #electronic engineering #information engineering
14. Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation
    2020/11/02 by Zhongfen Deng, Deng, Zhongfen, Hao Peng +9 · 1 citation
    Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Expert finding and Q&A systems
15. Multiplex Graph Networks for Multimodal Brain Network Analysis
    2021/07/31 by Zhaoming Kong, Kong, Zhaoming, Lichao Sun +9 · 1 citation
    Neuroscience · Medicine · Mathematics · #Functional Brain Connectivity Studies #Advanced Neuroimaging Techniques and Applications #Tensor decomposition and applications
16. Deep reinforcement learning guided graph neural networks for brain network analysis
    2022/03/18 by Xusheng Zhao, Jia Wu, Zhao, Xusheng +21 · 1 citation
    Neuroscience · Computer Science · #Functional Brain Connectivity Studies #EEG and Brain-Computer Interfaces #Advanced Graph Neural Networks
17. BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations
    2024/04/30 by K. L. Han, Han, Kaiqiao, Yi Yang +19 · 2 citations
    Neuroscience · #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
18. Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering
    2024/01/05 by Zichen Wen, Wen, Zichen, Yawen Ling +13 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
19. A Comparison of Image Denoising Methods
    2023/04/18 by Zhaoming Kong, Fangxi Deng, Kong, Zhaoming +8 · 2 citations
    Computer Science · Engineering · #Image and Signal Denoising Methods #Medical Image Segmentation Techniques #Advanced Image Fusion Techniques
20. TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation
    2024/09/17 by Rong Zhou, Zhou, Rong, Zhengqing Yuan +17 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering