GMAN: A Graph Multi-Attention Network for Traffic Prediction

Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Transform Attention LayerIntelligent Traffic ManagementGraph Neural NetworkEngineeringMachine Learning +11

Entity Alignment between Knowledge Graphs Using Attribute Embeddings

Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringSemanticsSemantic WebEntity Alignment TaskCorpus Linguistics +18

KDGAN: Knowledge Distillation with Generative Adversarial Networks

Xiaojie Wang, Rui Zhang, Yu Sun, +1

Neural Information Processing Systems

Artificial IntelligenceEngineeringMachine LearningData ScienceKnowledge Distillation +8

Federated Learning with Fair Averaging

Zheng Wang, Xiaoliang Fan, Jianzhong Qi, +3

Artificial IntelligencePareto Stationary SolutionsEngineeringMachine LearningData Science +13

Neural Relation Extraction for Knowledge Base Enrichment

Bayu Distiawan Trisedya, Gerhard Weikum, Jianzhong Qi, +1

Doubly robust joint learning for recommendation on data missing not at random

Xiaojie Wang, Rui Zhang, Yu Sun, +1

International Conference on Machine Learning

Group RecommendersEngineeringMachine LearningData ScienceData Mining +7

Effectively learning spatial indices

Jianzhong Qi, Guanli Liu, Christian S. Jensen, +1

Proceedings of the VLDB Endowment

EngineeringMachine LearningSpatial IndicesBig Data IndexingRange Searching +18

Solving the data sparsity problem in destination prediction

Andy Yuan Xue, Jianzhong Qi, Xing Xie, +3

The VLDB Journal

Mathematical ProgrammingTransport Network AnalysisEngineeringMachine LearningData Science +7

GMAN: A Graph Multi-Attention Network for Traffic Prediction

Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, +1

arXiv (Cornell University)

Transform Attention LayerIntelligent Traffic ManagementGraph Neural NetworkEngineeringMachine Learning +11

Combating Selection Biases in Recommender Systems with a Few Unbiased Ratings

Xiaojie Wang, Rui Zhang, Yu Sun, +1

Few Unbiased RatingsEngineeringMachine LearningInformation RetrievalData Science +19