Li, Chengrui

8 publications

ICML 2025 Learning Time-Varying Multi-Region Brain Communications via Scalable Markovian Gaussian Processes Weihan Li, Yule Wang, Chengrui Li, Anqi Wu

ICML 2024 A Differentiable Partially Observable Generalized Linear Model with Forward-Backward Message Passing Chengrui Li, Weihan Li, Yule Wang, Anqi Wu

NeurIPS 2024 Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models Yule Wang, Chengrui Li, Weihan Li, Anqi Wu

ICLR 2024 Forward $\chi^2$ Divergence Based Variational Importance Sampling Chengrui Li, Yule Wang, Weihan Li, Anqi Wu

TMLR 2024 Inverse Kernel Decomposition Chengrui Li, Anqi Wu

ICML 2024 Multi-Region Markovian Gaussian Process: An Efficient Method to Discover Directional Communications Across Multiple Brain Regions Weihan Li, Chengrui Li, Yule Wang, Anqi Wu

ICLR 2024 One-Hot Generalized Linear Model for Switching Brain State Discovery Chengrui Li, Soon Ho Kim, Chris Rodgers, Hannah Choi, Anqi Wu

NeurIPS 2023 Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models Yule Wang, Zijing Wu, Chengrui Li, Anqi Wu