GeniePath: Graph Neural Networks with Adaptive Receptive Paths

Ziqi Liu, Chaochao Chen, Longfei Li, +4

Proceedings of the AAAI Conference on Artificial Intelligence

Artificial IntelligenceGeometric LearningGraph Neural NetworksMachine VisionGraph Theory +13

Privacy Preserving Point-of-Interest Recommendation Using Decentralized Matrix Factorization

Chaochao Chen, Ziqi Liu, Peilin Zhao, +2

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringMachine LearningInformation SecurityComputational Social ScienceInformation Retrieval +21

DiFacto

Mu Li, Ziqi Liu, Alexander J. Smola, +1

Frequency Adaptive RegularizationDistributed SubgradientsEngineeringInformation RetrievalData Science +11

Sub-Pixel Edge Detection Algorithm Based on Canny–Zernike Moment Method

Cheng Huang, Wei Jin, Qian Xu, +2

Journal of Circuits Systems and Computers

Machine VisionImage AnalysisFeature DetectionConvolution CalculationPattern Recognition +7

Can Small Language Models be Good Reasoners for Sequential Recommendation?

Yuling Wang, Changxin Tian, Binbin Hu, +6

Artificial IntelligenceLlm Fine-tuningEngineeringMachine LearningSequential Learning +21

Bandit Samplers for Training Graph Neural Networks

Ziqi Liu, Zhengwei Wu, Zhiqiang Zhang, +4

arXiv (Cornell University)

Artificial IntelligenceBandit SamplersGraph Neural NetworkEngineeringMachine Learning +11

NativE: Multi-modal Knowledge Graph Completion in the Wild

Yichi Zhang, Zhuo Chen, Lingbing Guo, +5

Bi-objective evolutionary Bayesian network structure learning via skeleton constraint

Ting Wu, Hong Qian, Ziqi Liu, +2

Frontiers of Computer Science

Skeleton ConstraintGraph TheoryEvolutionary BiologyBusinessNetwork Analysis +5

Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing

Ziqi Liu, Dong Wang, Qianyu Yu, +8

Graph Representation LearningMachine LearningEngineeringNetwork AnalysisGraph Signal Processing +20

Toward Enhanced Robustness in Unsupervised Graph Representation Learning: A Graph Information Bottleneck Perspective

Jihong Wang, Minnan Luo, Jundong Li, +3

IEEE Transactions on Knowledge and Data Engineering