AsU-OSum: aspect-augmented unsupervised opinion summarization

M Zhang, G Zhou, N Huang, P He, W Yu… - Information Processing & …, 2023 - Elsevier
Opinion summarization can facilitate user's decision-making by mining the salient review
information. However, due to the lack of sufficient annotated data, most of the early works …

Co-exploration of graph neural network and network-on-chip design using automl

D Manu, S Huang, C Ding, L Yang - Proceedings of the 2021 on Great …, 2021 - dl.acm.org
Recently, Graph Neural Networks (GNNs) have exhibited high efficiency in several graph-
based machine learning tasks. Compared with the neural networks for computer vision or …

BLADE: Biased neighborhood sampling based graph neural network for directed graphs

S Virinchi, A Saladi - Proceedings of the Sixteenth ACM International …, 2023 - dl.acm.org
Directed graphs are ubiquitous and have applications across multiple domains including
citation, website, social, and traffic networks. Yet, majority of research involving graph neural …