Articles

PACKETCLIP: multi-modal embedding of network traffic and language for cybersecurity reasoning

in Machine Learning and Artificial Intelligence

• Ryozo Masukawa
• Sanggeon Yun
• Sungheon Jeong
• Wenjun Huang
• Yang Ni
• Ian Bryant
• Nathaniel D. Bastian
• Mohsen Imani

SeismoQuakeGNN: a hybrid framework for spatio-temporal earthquake prediction with transformer-enhanced models

in Machine Learning and Artificial Intelligence

• Anny Leema
• Ponnuraman Balakrishnan
• Gladys Gnana Kiruba
• Ganesarathinam Rajarajan
• Stuti Goel
• Prisha Aggarwal

Control Flow Graph Based Code Optimization Using Graph Neural Networks

in Multi-Robot Systems

• Melih Peker
• Ozcan Ozturk

Development of defect localization method for perforated carbon-fiber-reinforced plastic specimens using finite element method and graph neural network

in Computational Materials Science

• Keisuke Nishioka
• Yuta Kojima
• Toshiya Saito
• Kosuke Kawakami
• Masahito Washiya
• Mayu Muramatsu

Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification

• Shuhao Shi
• Kai Qiao
• Shuai Yang
• Linyuan Wang
• Jian Chen
• Bin Yan

TSP-GNN: a novel neuropsychiatric disorder classification framework based on task-specific prior knowledge and graph neural network

in Brain Imaging Methods

• Jinwei Lang
• Li-Zhuang Yang
• Hai Li

Forecasting infections with spatio-temporal graph neural networks: a case study of the Dutch SARS-CoV-2 spread

in Social Physics

• V. Maxime Croft
• Senna C. J. L. van Iersel
• Cosimo Della Santina

Ship behavior pattern recognition method based on hybrid graph neural networks

in Ocean Observation

• Lin Ma
• Hao Cao
• Guo-You Shi

PolyLLM: polypharmacy side effect prediction via LLM-based SMILES encodings

in Experimental Pharmacology and Drug Discovery

• Sadra Hakim
• Alioune Ngom

A CEEMDAN-GNN-transformer hybrid model for air quality index forecasting: a case study of Chang’an town, Dongguan, China

in Environmental Informatics and Remote Sensing

• Siyuan He
• Yuhao Liu
• Jin Peng
• Dean Xu
• Yu Wang

For the aged: A novel PM2.5 concentration forecasting method based on spatial-temporal graph ordinary differential equation networks in home-based care parks

in Environmental Informatics and Remote Sensing

• Qingtian Zeng
• Chao Wang
• Geng Chen
• Hua Duan
• Shuihua Wang

Ensemble graph neural network model for classification of major depressive disorder using whole-brain functional connectivity

in Computational Psychiatry

• Sujitha Venkatapathy
• Mikhail Votinov
• Lisa Wagels
• Sangyun Kim
• Munseob Lee
• Ute Habel
• In-Ho Ra
• Han-Gue Jo

MLGCN: an ultra efficient graph convolutional neural model for 3D point cloud analysis

in Machine Learning and Artificial Intelligence

• Mohammad Khodadad
• Ali Shiraee Kasmaee
• Hamidreza Mahyar
• Morteza Rezanejad

EEG-based epilepsy detection with graph correlation analysis

in Precision Medicine

• Chongrui Tian
• Fengbin Zhang

Understanding the molecular basis of herbal medicines for cough variant asthma under the guidance of traditional herbal theories

in Experimental Pharmacology and Drug Discovery

• Rui Liu
• Jiaqi Yao
• Yihang Sui
• Yinnan Zhang
• Boon Seng Kho
• Yingli Zhu
• Ninghua Tan
• Yinyin Wang