Scholar
Yongchao Huang
Google Scholar ID: BD784zUAAAAJ
University of Oxford
learning
modelling
data
dynamics
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Citations & Impact
All-time
Citations
110
H-index
6
i10-index
4
Publications
20
Co-authors
0
Publications
16 items
FuseReg: Regularizing Layer Fusion Mitigates the Reconstruction-Generation Gap in Representation Autoencoders
2026
Cited
0
Your Probabilistic JEPA Is Secretly a Hidden Markov Model: A State-Space Interpretation of Joint-Embedding Predictive Learning
2026
Cited
0
SJEPA: Learning Elegant Latent Dynamics with Hybrid Symbolic-Neural Predictors
2026
Cited
0
Gaussian Mixture Attention: Linear-Time Sequence Mixing via Probabilistic Latent Routing
2026
Cited
0
Neural Bayesian Sequential Routing
2026
Cited
0
Gaussian Joint Embeddings For Self-Supervised Representation Learning
2026
Cited
0
VJEPA: Variational Joint Embedding Predictive Architectures as Probabilistic World Models
2026
Cited
0
Training data membership inference via Gaussian process meta-modeling: a post-hoc analysis approach
2025
Cited
0
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