Junjie Liang
7 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π Keyword Champion (3)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Healthcare & Medicine
(3)
Bayesian & Probabilistic
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Clinical
(2)
Core AI
(2)
Research
(2)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Mathematics
(1)
Keywords
longitudinal data
(3)
gaussian process
(2)
variational inference
(2)
imitation learning
(1)
gaussian processes
(1)
trajectory prediction
(1)
graph representation
(1)
deep kernel learning
(1)
predictive modeling
(1)
human movement
(1)
state transition
(1)
node classification
(1)
deep kernel
(1)
predictive model
(1)
factorization machine
(1)
temporal network
(1)
generative adversarial imitation learning
(1)
additive kernel
(1)
mixed-effects model
(1)
system dynamics
(1)
Papers
Structure-aware MRI Translation: Multi-Modal Latent Diffusion Model with Arbitrary Missing Modalities
MICCAI 2025
3D-SAutoMed: Automatic Segment Anything Model for 3D Medical Image Segmentation from Local-Global Perspective
MICCAI 2024
Inducing Clusters Deep Kernel Gaussian Process for Longitudinal Data
AAAI 2024
How Do We Move: Modeling Human Movement with System Dynamics
AAAI 2021
Longitudinal Deep Kernel Gaussian Process Regression
AAAI 2021
Transformer-Style Relational Reasoning with Dynamic Memory Updating for Temporal Network Modeling
AAAI 2021
LMLFM: Longitudinal Multi-Level Factorization Machine
AAAI 2020