Chengrui Li
7 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Triple Crown
β‘
Prolific Year Β· Productive
Venues
Top co-authors
Research topics
Keywords
latent variable model
(3)
diffusion model
(2)
variational inference
(2)
video generation
(1)
hidden markov model
(1)
brain-computer interface
(1)
gaussian processes
(1)
motor cortex
(1)
gaussian priors
(1)
calcium imaging
(1)
gaussian process
(1)
neural dynamics
(1)
state space model
(1)
neural decoding
(1)
disentangled representation
(1)
brain states
(1)
generalized linear model
(1)
neural signal
(1)
variational autoencoder
(1)
functional connectivity
(1)
Papers
Learning Time-Varying Multi-Region Brain Communications via Scalable Markovian Gaussian Processes
ICML 2025
A Differentiable Partially Observable Generalized Linear Model with Forward-Backward Message Passing
ICML 2024
Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models
NeurIPS 2024
Forward Ο^2 Divergence Based Variational Importance Sampling
ICLR 2024
Multi-Region Markovian Gaussian Process: An Efficient Method to Discover Directional Communications Across Multiple Brain Regions
ICML 2024
One-hot Generalized Linear Model for Switching Brain State Discovery
ICLR 2024
Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models
NeurIPS 2023