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Junxian He

The University of Western Australia · AU
Area of research
Artificial Intelligence · Computer Vision and Pattern Recognition
Research interest
Research interests include Computer science, Artificial intelligence, Latent variable, Inference, Autoencoder, and Variable (mathematics).
h-index
citations
231
works
4
NIH funding
primary concept
email

Recent publications

A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook
ACM Computing Surveys 2025cited by 17position: middledoi
Prompt Consistency for Zero-Shot Task Generalization
2022cited by 36position: middledoi
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders
Rare & Special e-Zone (The Hong Kong University of Science and Technology) 2019cited by 119position: first
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text
2019cited by 59position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Taylor Berg-Kirkpatrick · UC San Diego Health System3 papers (2019–2022)Graham Neubig · Fudan University3 papers (2019–2022)Yiming Yang · Kushiro Rosai Hospital1 papers (2019–2019)Daniel Spokoyny · Carnegie Mellon University1 papers (2019–2019)Xuezhe Ma · Tsinghua University1 papers (2022–2022)Bohan Li · University of Leicester1 papers (2019–2019)Chunting Zhou · Wenzhou Medical University1 papers (2022–2022)