conftrace_

graph representation

360 papers

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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

Improving Long Dialogue Summarization with Semantic Graph Representation ACL 2023
A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests ICML 2023
Spectral Augmentations for Graph Contrastive Learning AISTATS 2023
PRODIGY: Enabling In-context Learning Over Graphs NIPS 2023
Graph Contrastive Learning with Stable and Scalable Spectral Encoding NIPS 2023
CSGCL: Community-Strength-Enhanced Graph Contrastive Learning IJCAI 2023
All in a Row: Compressed Convolution Networks for Graphs ICML 2023
Asymptotics of Network Embeddings Learned via Subsampling JMLR 2023
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis ICML 2023
A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability NIPS 2023
Benchmarking Graph Neural Networks JMLR 2023
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding AISTATS 2023
Spectral Augmentation for Self-Supervised Learning on Graphs ICLR 2023
PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis NIPS 2023
Pix2map: Cross-Modal Retrieval for Inferring Street Maps From Images CVPR 2023
On the Connection Between MPNN and Graph Transformer ICML 2023
ESSEN: Improving Evolution State Estimation for Temporal Networks using Von Neumann Entropy NIPS 2023
Graph Spectral Embedding using the Geodesic Betweenness Centrality AISTATS 2023
FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations NIPS 2023
Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022
Proving Theorems using Incremental Learning and Hindsight Experience Replay ICML 2022
Extracting Trigger-sharing Events via an Event Matrix EMNLP 2022
Geodesic Graph Neural Network for Efficient Graph Representation Learning NIPS 2022
Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas ACL 2022
Efficient Hyper-parameter Search for Knowledge Graph Embedding ACL 2022