Wei, Ziquan

7 publications

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 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

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

ICCVW 2021 Continuous Emotion Recognition with Audio-Visual Leader-Follower Attentive Fusion Su Zhang, Yi Ding, Ziquan Wei, Cuntai Guan