57 citations · 184 across the 33 of their papers we have counts for
8 papers · 1 filter
Gaussian Embedding of Large-scale Attributed Graphs
Bhagya Hettige, Yuan-Fang Li, Weiqing Wang +1
Graph embedding methods transform high-dimensional and complex graph contents into low-dimensional representations. They are useful for a wide range of graph analysis tasks includi…
Structural and Temporal Representation Learning of Electronic Medical Records
Bhagya Hettige, Yuan-Fang Li, Weiqing Wang +2
Electronic medical record (EMR) data contains historical sequences of visits of patients, and each visit contains rich information, such as patient demographics, hospital utilisati…
Question Generation from Paragraphs: A Tale of Two Hierarchical Models
Vishwajeet Kumar, Raktim Chaki, Sai Teja Talluri +3
Automatic question generation from paragraphs is an important and challenging problem, particularly due to the long context from paragraphs. In this paper, we propose and study two…
ParaQG: A System for Generating Questions and Answers from Paragraphs
Vishwajeet Kumar, Sivaanandh Muneeswaran, Ganesh Ramakrishnan +1
Generating syntactically and semantically valid and relevant questions from paragraphs is useful with many applications. Manual generation is a labour-intensive task, as it require…
OntoPlot: A Novel Visualisation for Non-hierarchical Associations in Large Ontologies
Ying Yang, Michael Wybrow, Yuan-Fang Li +2
Ontologies are formal representations of concepts and complex relationships among them. They have been widely used to capture comprehensive domain knowledge in areas such as biolog…
One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Network
Tao He, Yuan-Fang Li, Lianli Gao +2
With the recent explosive increase of digital data, image recognition and retrieval become a critical practical application. Hashing is an effective solution to this problem, due t…
Automatic Inference of Symbolic Permissions for Sequential Java Programs
Ayesha Sadiq, Yuan-Fang Li, Li Li +2
In mainstream programming languages such as Java, a common way to enable concurrency is to manually introduce explicit concurrency constructs such as multi-threading. In multi-thre…
Vector and Line Quantization for Billion-scale Similarity Search on GPUs
Wei Chen, Jincai Chen, Fuhao Zou +4
Billion-scale high-dimensional approximate nearest neighbour (ANN) search has become an important problem for searching similar objects among the vast amount of images and videos a…