Artificial Neural Networks and Machine Learning - ICANN 2023

Clustering.- An untrained neural model for fast and accurate graph classification.- BGEK: External Knowledge-enhanced Graph Convolutional Networks for Rumor Detection in Online Social Networks.- BIG-FG: A Bi-directional Interaction Graph Framework with Filter Gate Mechanism for Chinese Spoken Language Understanding.- Co-RGCN: A Bi-path GCN-based Co-Regression model for Multi-intent Detection and Slot Filling.- DNFS: a Digraph Neural Network with the First-order and the Second-order Similarity.- Efficient Question Answering Based on Language Models and Knowledge Graphs.- Event association analysis using graph rules.- Fake Review Detection via Heterogeneous Graph Attention Network.- GatedGCN with GraphSage to Solve Traveling Salesman Problem.- GNN Graph Classification Method to Discover Climate Change Patterns.- GNN-MRC: Machine Reading Comprehension based on GNN Augmentation.- Graph Convolutional Network Semantic Enhancement Hashing for Self-supervised Cross-Modal Retrieval.- Heterogeneous Graph Neural Network Knowledge Graph Completion Model Based on Improved Attention Mechanism.- Hierarchical Diachronic Embedding of Knowledge Graph combined with Fragmentary Information Filtering.- K-DLM: A Domain-Adaptive Language Model Pre-Training Framework with Knowledge Graph.- Label Enhanced Graph Attention Network for Truth Inference.- LogE-Net: Logic evolution network for temporal knowledge graph forecasting.- LTNI-FGML: Federated Graph Machine Learning on Long-Tailed and Non-IID Data via Logit Calibration.- Multi-Granularity Contrastive Learning for Graph with Hierarchical Pooling.- Multimodal Cross-Attention Graph Network for Desire Detection.- Negative Edge Prediction for Attributed Graph Clustering.- One-Class Intrusion Detection with Dynamic Graphs.- Sequence-based Modeling for Temporal Knowledge Graph Link Prediction.- Structure-Enhanced Graph Neural ODE Network for Temporal Link Prediction.- Supervised Attention Using Homophily in Graph Neural Networks.- Target-oriented Sentiment Classification with Sequential Cross-modal Semantic Graph.