Xuejie Liu
5 papers · 2020–2025 · 3 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£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Models
(3)
Architectures
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Learning Types
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Robotics
(1)
Application Areas
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Capabilities
(1)
Core AI
(1)
Keywords
tractable inference
(2)
generative model
(2)
imitation learning
(1)
variational inference
(1)
knowledge distillation
(1)
multimodal learning
(1)
transformer
(1)
conditional generation
(1)
instruction following
(1)
image modeling
(1)
diffusion model
(1)
autoregressive model
(1)
latent variable
(1)
sequence model
(1)
probabilistic circuit
(1)
deep generative model
(1)
probabilistic query
(1)
tractable generative model
(1)
vision-language-action model
(1)
behavior token
(1)
Papers
Tractable Transformers for Flexible Conditional Generation
ICML 2025
A Tractable Inference Perspective of Offline RL
NeurIPS 2024
OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents
NeurIPS 2024
Understanding the Distillation Process from Deep Generative Models to Tractable Probabilistic Circuits
ICML 2023
Spatial Resolution of Early Reflection for Speech and White Noise
Interspeech 2020