Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems

Hongwei Wang, Fuzheng Zhang, Mengdi Zhang, +4

EngineeringMachine LearningGraph ProcessingText MiningNatural Language Processing +15

Polarized Reflection Removal With Perfect Alignment in the Wild

Chenyang Lei, Xuhua Huang, Mengdi Zhang, +3

DeblurringImage AnalysisEngineeringReflection RemovalOptical Properties +12

Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis

Kai Zhang, Kun Zhang, Mengdi Zhang, +4

Findings of the Association for Computational Linguistics: ACL 2022

Mask and Reason

Xiao Liu, Shiyu Zhao, Kai Su, +6

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

Intent-aware Recommendation via Disentangled Graph Contrastive Learning

Yu‐Ling Wang, Xiao Wang, Xiangzhou Huang, +5

Natural Language ProcessingGraph Neural NetworkEngineeringGraph TheoryMachine Learning +9

Adaptive fairness improvement based on causality analysis

Mengdi Zhang, Jun Sun

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Artificial IntelligenceCognitive ScienceEngineeringMachine LearningData Science +13

Using Support Vector Machine (SVM) for Classification of Selectivity of H1N1 Neuraminidase Inhibitors

Yang Li, Yue Kong, Mengdi Zhang, +2

Molecular Informatics

Medicinal ChemistrySupport Vector MachineAntiviral CompoundDrug TargetHit Identification +12

Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems

Hongwei Wang, Fuzheng Zhang, Mengdi Zhang, +4

arXiv (Cornell University)

EngineeringMachine LearningGraph ProcessingText MiningNatural Language Processing +15

Mechanically induced surface defect engineering in expanded graphite to boost the low-voltage intercalation kinetics for advanced potassium-ion batteries

Sijin Dong, Xin Gu, Yapeng Li, +10

Carbon

Polarized Reflection Removal with Perfect Alignment in the Wild

Chenyang Lei, Xuhua Huang, Mengdi Zhang, +3

arXiv (Cornell University)

DeblurringImage AnalysisEngineeringReflection RemovalOptical Properties +12