research
∙
08/15/2023
Simple and Efficient Partial Graph Adversarial Attack: A New Perspective
As the study of graph neural networks becomes more intensive and compreh...
share
research
∙
07/04/2023
HAGNN: Hybrid Aggregation for Heterogeneous Graph Neural Networks
Heterogeneous graph neural networks (GNNs) have been successful in handl...
research
∙
01/08/2023
AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network
Many real-world data can be modeled as heterogeneous graphs that contain...
research
∙
07/21/2022
Knowledge-enhanced Black-box Attacks for Recommendations
Recent studies have shown that deep neural networks-based recommender sy...
research
∙
03/12/2022
Transition Relation Aware Self-Attention for Session-based Recommendation
Session-based recommendation is a challenging problem in the real-world ...
research
∙
08/04/2021
UniGPS: A Unified Programming Framework for Distributed Graph Processing
The industry and academia have proposed many distributed graph processin...
research
∙
10/17/2020
DIFER: Differentiable Automated Feature Engineering
Feature engineering, a crucial step of machine learning, aims to extract...
research
∙
06/23/2020
Distributed Subgraph Enumeration via Backtracking-based Framework
Finding or monitoring subgraph instances that are isomorphic to a given ...
research
∙
05/29/2020
Semi-supervised Embedding Learning for High-dimensional Bayesian Optimization
Bayesian optimization is a broadly applied methodology to optimize the e...
research
∙
10/13/2019
VATEX Captioning Challenge 2019: Multi-modal Information Fusion and Multi-stage Training Strategy for Video Captioning
Multi-modal information is essential to describe what has happened in a ...
research
∙
05/08/2019
Multimodal Semantic Attention Network for Video Captioning
Inspired by the fact that different modalities in videos carry complemen...
research
∙
08/03/2018
Interaction-aware Spatio-temporal Pyramid Attention Networks for Action Classification
Local features at neighboring spatial positions in feature maps have hig...
research
∙
04/19/2016