LIRONG HE
5 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (7) π Cross-Pollinator (10) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
Conferences
AISTATS (1)
COLING (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
variational autoencoder
(2)
representation learning
(1)
link prediction
(1)
variational inference
(1)
bayesian inference
(1)
graph representation learning
(1)
data augmentation
(1)
knowledge graph reasoning
(1)
class imbalance
(1)
generative model
(1)
hidden markov model
(1)
sequential modeling
(1)
recurrent neural network
(1)
temporal knowledge graph
(1)
imbalanced datum
(1)
causal intervention
(1)
elastic weight consolidation
(1)
generative oversampling
(1)
semi-markov model
(1)
exemplar prior
(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
NIPS 2021
Mutual Information Gradient Estimation for Representation Learning
ICLR 2020
Structured Inference for Recurrent Hidden Semi-markov Model
IJCAI 2018