Signed Graph Convolutional Networks

Tyler Derr, Yao Ma, Jiliang Tang

Graph Representation LearningEngineeringSigned Gcn ModelNetwork AnalysisGraph Signal Processing +17

Node Similarity Preserving Graph Convolutional Networks

Wei Jin, Tyler Derr, Yiqi Wang, +3

Graph Neural NetworksNetwork ScienceGraph Representation LearningGraph TheoryData Science +11

Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach

Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, +2

Proceedings of the AAAI Conference on Artificial Intelligence

Ranking AlgorithmEngineeringMachine LearningLearning To RankQuantitative Trading +19

Self-supervised Learning on Graphs: Deep Insights and New Direction

Wei Jin, Tyler Derr, Haochen Liu, +4

arXiv (Cornell University)

Graph Neural NetworksEngineeringGraph TheoryMachine LearningData Science +9

Knowledge Graph Prompting for Multi-Document Question Answering

Yu Wang, Nedim Lipka, Ryan A. Rossi, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Natural Language ProcessingLarge Language ModelsRetrieval Augmented GenerationEngineeringInformation Retrieval +12

Improving Fairness in Graph Neural Networks via Mitigating Sensitive Attribute Leakage

Yu Wang, Yuying Zhao, Yushun Dong, +3

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Attacking Black-box Recommendations via Copying Cross-domain User Profiles

Wenqi Fan, Tyler Derr, Xiangyu Zhao, +5

Artificial IntelligenceEngineeringMachine LearningInformation SecurityData Science +14

Deep Adversarial Social Recommendation

Wenqi Fan, Tyler Derr, Yao Ma, +3

Artificial IntelligenceSocial DomainComputational Social ScienceGroup RecommendersEngineering +13

Attacking Graph Convolutional Networks via Rewiring

Yao Ma, Suhang Wang, Tyler Derr, +2

arXiv (Cornell University)

Network FlowsNetwork ScienceGraph TheoryData ScienceMachine Learning +13

Graph Adversarial Attack via Rewiring

Yao Ma, Suhang Wang, Tyler Derr, +2

Graph Representation LearningMachine LearningEngineeringNetwork AnalysisGraph Classification +14