conftrace_

graph representation

360 papers

Explore in graph

Co-occurring keywords

graph neural network (3962) representation learning (6206) graph representation learning (246) node classification (482) link prediction (624) contrastive learning (4032) knowledge graph (1837) large language model (13587) network embedding (111) self-supervised learning (3777)

Papers

ProteinShake: Building datasets and benchmarks for deep learning on protein structures NIPS 2023
BASiS: Batch Aligned Spectral Embedding Space CVPR 2023
Incorporating Graph Information in Transformer-based AMR Parsing ACL 2023
AIO-P: Expanding Neural Performance Predictors beyond Image Classification AAAI 2023
Graph Ordering Attention Networks AAAI 2023
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs ACL 2023
PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis NIPS 2023
Two-step Text Summarization for Long-form Biographical Narrative Genre ACL 2023
Substructure Aware Graph Neural Networks AAAI 2023
Random Walk Conformer: Learning Graph Representation from Long and Short Range AAAI 2023
GENNAPE: Towards Generalized Neural Architecture Performance Estimators AAAI 2023
Local Vertex Colouring Graph Neural Networks ICML 2023
Automatic Dialog Flow Extraction and Guidance EACL 2023
Commonsense Knowledge Graph Completion Via Contrastive Pretraining and Node Clustering ACL 2023
Structure of Nonlinear Node Embeddings in Stochastic Block Models AISTATS 2023
Pix2map: Cross-Modal Retrieval for Inferring Street Maps From Images CVPR 2023
A Generalization of ViT/MLP-Mixer to Graphs ICML 2023
Multi-Domain Generalized Graph Meta Learning AAAI 2023
GRIP: Graph Representation of Immune Repertoire Using Graph Neural Network and Transformer AAAI 2023
FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations NIPS 2023
Improving Long Dialogue Summarization with Semantic Graph Representation ACL 2023
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? EMNLP 2023
SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations NIPS 2023
A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests ICML 2023
Does Invariant Graph Learning via Environment Augmentation Learn Invariance? NIPS 2023