LIRONG HE
5 papers · 2018–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Core Methods
(4)
Models
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Reasoning
(1)
Representation
(1)
Keywords
variational autoencoder
(2)
representation learning
(2)
variational inference
(1)
bayesian inference
(1)
information bottleneck
(1)
graph representation learning
(1)
data augmentation
(1)
gradient estimation
(1)
knowledge graph reasoning
(1)
class imbalance
(1)
mutual information
(1)
score estimation
(1)
generative model
(1)
hidden markov model
(1)
sequential modeling
(1)
recurrent neural network
(1)
temporal knowledge graph
(1)
imbalanced data
(1)
causal intervention
(1)
implicit distribution
(1)
Papers
CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning
COLING 2025
Generative Oversampling for Imbalanced Data via Majority-Guided VAE
AISTATS 2023
ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE
NeurIPS 2021
Mutual Information Gradient Estimation for Representation Learning
ICLR 2020
Structured Inference for Recurrent Hidden Semi-markov Model
IJCAI 2018