conftrace_

graph structure

190 papers

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Co-occurring keywords

graph neural network (3962) large language model (13587) knowledge graph (1837) representation learning (6206) node classification (482) link prediction (624) contrastive learning (4032) language model (4599) transfer learning (5449) unsupervised learning (3264)

Papers

Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting ACL 2023
Inference for a Large Directed Acyclic Graph with Unspecified Interventions JMLR 2023
Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data NIPS 2023
Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling NIPS 2023
Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach AAAI 2023
Learning Robust Graph Neural Networks with Limited Supervision AISTATS 2023
Evaluating Robustness and Uncertainty of Graph Models Under Structural Distributional Shifts NIPS 2023
Exploring the Interaction between Local and Global Latent Configurations for Clustering Single-Cell RNA-Seq: A Unified Perspective AAAI 2023
Robust Self-Supervised Multi-Instance Learning with Structure Awareness AAAI 2023
Non-Sequential Graph Script Induction via Multimedia Grounding ACL 2023
Mind the Label Shift of Augmentation-Based Graph OOD Generalization CVPR 2023
Incorporating Graph Information in Transformer-based AMR Parsing ACL 2023
Beyond Homophily: Reconstructing Structure for Graph-agnostic Clustering ICML 2023
Graph Neural Networks can Recover the Hidden Features Solely from the Graph Structure ICML 2023
Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning EMNLP 2023
Attribute and Structure Preserving Graph Contrastive Learning AAAI 2023
Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method EMNLP 2022
Iterative Structural Inference of Directed Graphs NIPS 2022
On the Discrimination Risk of Mean Aggregation Feature Imputation in Graphs NIPS 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion COLING 2022
Learning from Counterfactual Links for Link Prediction ICML 2022
Sequence-to-sequence AMR Parsing with Ancestor Information ACL 2022
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs NIPS 2022
An $\alpha$-No-Regret Algorithm For Graphical Bilinear Bandits NIPS 2022
Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach EMNLP 2022