Knowledge Graph Contrastive Learning for Recommendation

Yuhao Yang, Chao Huang, Lianghao Xia, +1

Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Qinghao Ye, Haiyang Xu, Guohai Xu, +14

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningMultimodal LearningLarge Language Model +15

Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation

Yuhao Yang, Chao Huang, Lianghao Xia, +3

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

Structured PredictionEngineeringMachine LearningSequential LearningNetwork Analysis +19

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections

Chenliang Li, Haiyang Xu, Junfeng Tian, +12

EngineeringMachine LearningPart-of-speech TaggingMultimodal LearningLanguage Processing +20

E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning

Haiyang Xu, Ming Yan, Chenliang Li, +4

EngineeringLanguage LearningLanguage ProcessingText MiningApplied Linguistics +17

mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video

Haiyang Xu, Qinghao Ye, Ming Yan, +12

arXiv (Cornell University)

EngineeringMachine LearningMultimodal LearningMultimedia AnalysisNatural Language Processing +14

Modality Matches Modality: Pretraining Modality-Disentangled Item Representations for Recommendation

Tengyue Han, Pengfei Wang, Shaozhang Niu, +1

Proceedings of the ACM Web Conference 2022

Natural Language ProcessingModality-robust FeaturesEngineeringMachine LearningData Science +12

SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels

Chenliang Li, Ming Yan, Haiyang Xu, +4

arXiv (Cornell University)

EngineeringMachine LearningPre-training MethodsMultilingual PretrainingSemantics +17

Transforming Visual Scene Graphs to Image Captions

Xu Yang, Jiawei Peng, Zihua Wang, +7

EngineeringVisual Scene GraphsLanguage ProcessingText MiningApplied Linguistics +18

Total Sialic Acid as a Tumor Marker for Oral Cancer

Ruyue Xing, Z.S. Wang, Chenliang Li, +3

The International Journal of Biological Markers

Sialic Acid LevelsOral Potentially Malignant DisordersHealthy SubjectsMedicineOral Cavity +9