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Graph Neural Networks

4,495 papers

Papers per year

Papers

Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport IJCAI 2022
Hierarchical Diffusion Scattering Graph Neural Network IJCAI 2022
RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning IJCAI 2022
Subsequence-based Graph Routing Network for Capturing Multiple Risk Propagation Processes IJCAI 2022
Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network IJCAI 2022
Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction IJCAI 2022
Effective Graph Context Representation for Document-level Machine Translation IJCAI 2022
Global Inference with Explicit Syntactic and Discourse Structures for Dialogue-Level Relation Extraction IJCAI 2022
Neural Subgraph Explorer: Reducing Noisy Information via Target-oriented Syntax Graph Pruning IJCAI 2022
Contrastive Graph Transformer Network for Personality Detection IJCAI 2022
Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract) IJCAI 2022
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective IJCAI 2022
A Unified View of Relational Deep Learning for Drug Pair Scoring IJCAI 2022
Few-Shot Learning on Graphs IJCAI 2022
S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation IJCNLP 2022
SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph IJCNLP 2022
Enhancing Financial Table and Text Question Answering with Tabular Graph and Numerical Reasoning IJCNLP 2022
NGEP: A Graph-based Event Planning Framework for Story Generation IJCNLP 2022
Improving Graph-Based Text Representations with Character and Word Level N-grams IJCNLP 2022
Utterance-by-utterance overlap-aware neural diarization with Graph-PIT INTERSPEECH 2022
Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition INTERSPEECH 2022
Multi-Channel Far-Field Speaker Verification with Large-Scale Ad-hoc Microphone Arrays INTERSPEECH 2022
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances INTERSPEECH 2022
Audio-Visual Scene Classification Based on Multi-modal Graph Fusion INTERSPEECH 2022
Enhancing Word-Level Semantic Representation via Dependency Structure for Expressive Text-to-Speech Synthesis INTERSPEECH 2022