Wu, Guorong

21 publications

NeurIPS 2025 BrainFlow: A Holistic Pathway of Dynamic Neural System on Manifold Zhixuan Zhou, Tingting Dan, Guorong Wu

AAAI 2025 BrainMAP: Learning Multiple Activation Pathways in Brain Networks Song Wang, Zhenyu Lei, Zhen Tan, Jiaqi Ding, Xinyu Zhao, Yushun Dong, Guorong Wu, Tianlong Chen, Chen Chen, Aiying Zhang, Jundong Li

NeurIPS 2025 BrainMoE: Cognition Joint Embedding via Mixture-of-Expert Towards Robust Brain Foundation Model Ziquan Wei, Tingting Dan, Tianlong Chen, Guorong Wu

ICLR 2025 Conditional Diffusion with Ordinal Regression: Longitudinal Data Generation for Neurodegenerative Disease Studies Hyuna Cho, Ziquan Wei, Seungjoo Lee, Tingting Dan, Guorong Wu, Won Hwa Kim

NeurIPS 2025 Explore In-Context Message Passing Operator for Graph Neural Networks in a Mean Field Game Tingting Dan, Xinwei Huang, Won Hwa Kim, Guorong Wu

NeurIPS 2025 GeoDynamics: A Geometric State‑Space Neural Network for Understanding Brain Dynamics on Riemannian Manifolds Tingting Dan, Jiaqi Ding, Guorong Wu

NeurIPS 2025 Let Brain Rhythm Shape Machine Intelligence for Connecting Dots on Graphs Jiaqi Ding, Tingting Dan, Zhixuan Zhou, Guorong Wu

NeurIPS 2025 Topology-Aware Graph Diffusion Model with Persistent Homology Joonhyuk Park, Donghyun Lee, Yujee Song, Guorong Wu, Won Hwa Kim

NeurIPS 2025 Uncover Governing Law of Pathology Propagation Mechanism Through a Mean-Field Game Tingting Dan, Zhihao Fan, Guorong Wu

NeurIPS 2024 $\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes Ziquan Wei, Tingting Dan, Jiaqi Ding, Guorong Wu

ICML 2024 Exploring the Enigma of Neural Dynamics Through a Scattering-Transform Mixer Landscape for Riemannian Manifold Tingting Dan, Ziquan Wei, Won Hwa Kim, Guorong Wu

AAAI 2024 Learning to Approximate Adaptive Kernel Convolution on Graphs Jaeyoon Sim, Sooyeon Jeon, Injun Choi, Guorong Wu, Won Hwa Kim

ICML 2024 Neurodegenerative Brain Network Classification via Adaptive Diffusion with Temporal Regularization Hyuna Cho, Jaeyoon Sim, Guorong Wu, Won Hwa Kim

NeurIPSW 2024 Non-Local Exchange: Introduce Non-Locality via Graph Re-Wiring to Graph Neural Networks Ziquan Wei, Guorong Wu

NeurIPS 2023 Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals Tingting Dan, Jiaqi Ding, Ziquan Wei, Shahar Kovalsky, Minjeong Kim, Won Hwa Kim, Guorong Wu

IJCAI 2020 Multi-Graph Fusion for Functional Neuroimaging Biomarker Detection Jiangzhang Gan, Xiaofeng Zhu, Rongyao Hu, Yonghua Zhu, Junbo Ma, Zi-Wen Peng, Guorong Wu

CVPR 2014 Learning-Based Atlas Selection for Multiple-Atlas Segmentation Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen

CVPR 2013 Groupwise Registration via Graph Shrinkage on the Image Manifold Shihui Ying, Guorong Wu, Qian Wang, Dinggang Shen

CVPR 2012 Reconstruction of Super-Resolution Lung 4D-CT Using Patch-Based Sparse Representation Yu Zhang, Guorong Wu, Pew-Thian Yap, Qianjin Feng, Jun Lian, Wufan Chen, Dinggang Shen

CVPR 2010 ABSORB: Atlas Building by Self-Organized Registration and Bundling Hongjun Jia, Guorong Wu, Qian Wang, Dinggang Shen

CVPRW 2009 TIMER: Tensor Image Morphing for Elastic Registration Pew-Thian Yap, Guorong Wu, Hongtu Zhu, Weili Lin, Dinggang Shen