Huajie Shao
8 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Bronze
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Topic Evolution
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Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(5)
Optimization & Theory
(5)
Artificial Intelligence
(4)
Core AI
(3)
Models
(3)
Architectures
(2)
Core Methods
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Robotics
(1)
Application Areas
(1)
Applications Β· Computer Science
(1)
Applications Β· Natural Language Processing
(1)
Keywords
variational autoencoder
(3)
knowledge distillation
(2)
disentangled representation
(2)
variational inference
(2)
language modeling
(1)
ensemble learning
(1)
one-shot learning
(1)
kl divergence
(1)
image generation
(1)
dialogue generation
(1)
machine translation
(1)
generative model
(1)
state space model
(1)
dynamical system
(1)
neural ordinary differential equation
(1)
representation learning
(1)
federated learning
(1)
language model
(1)
control theory
(1)
model compression
(1)
Papers
Accelerating Neural ODEs: A Variational Formulation-based Approach
ICLR 2025
A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments
ICML 2025
Energy-based Backdoor Defense without Task-Specific Samples and Model Retraining
ICML 2024
A Unified Knowledge Distillation Framework for Deep Directed Graphical Models
CVPR 2023
Data-Free One-Shot Federated Learning Under Very High Statistical Heterogeneity
ICLR 2023
Rethinking Controllable Variational Autoencoders
CVPR 2022
On Orthogonality Constraints for Transformers
ACL 2021
ControlVAE: Controllable Variational Autoencoder
ICML 2020