Yuxia Geng

According to our database, Yuxia Geng authored at least 31 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Cross-composition Feature Disentanglement for Compositional Zero-shot Learning.

Yuxia Geng, Runkai Zhu, Jiaoyan Chen, Jintai Chen, Zhuo Chen, Xiang Chen, Can Xu, Yuxiang Wang, Xiaoliang Xu

CoRR, 2024

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey.

Zhuo Chen, Yichi Zhang, Yin Fang, Yuxia Geng, Lingbing Guo, Xiang Chen, Qian Li, Wen Zhang, Jiaoyan Chen, Yushan Zhu, Jiaqi Li, Xiaoze Liu, Jeff Z. Pan, Ningyu Zhang, Huajun Chen

CoRR, 2024

Untargeted Adversarial Attack on Knowledge Graph Embeddings.

Tianzhe Zhao, Jiaoyan Chen, Yanchi Ru, Qika Lin, Yuxia Geng, Jun Liu

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Scalable Community Search over Large-scale Graphs based on Graph Transformer.

Yuxiang Wang, Xiaoxuan Gou, Xiaoliang Xu, Yuxia Geng, Xiangyu Ke, Tianxing Wu, Zhiyuan Yu, Runhuai Chen, Xiangying Wu

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Scalable Community Search with Accuracy Guarantee on Attributed Graphs.

Yuxiang Wang, Shuzhan Ye, Xiaoliang Xu, Yuxia Geng, Zhenghe Zhao, Xiangyu Ke, Tianxing Wu

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Contextual semantic embeddings for ontology subsumption prediction.

Jiaoyan Chen, Yuan He, Yuxia Geng, Ernesto Jiménez-Ruiz, Hang Dong, Ian Horrocks

World Wide Web (WWW), September, 2023

Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey.

Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Jeff Z. Pan, Yuan He, Wen Zhang, Ian Horrocks, Huajun Chen

Proc. IEEE, June, 2023

Benchmarking knowledge-driven zero-shot learning.

Yuxia Geng, Jiaoyan Chen, Xiang Zhuang, Zhuo Chen, Jeff Z. Pan, Juan Li, Zonggang Yuan, Huajun Chen

J. Web Semant., 2023

Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model.

Yuxia Geng, Jiaoyan Chen, Yuhang Zeng, Zhuo Chen, Wen Zhang, Jeff Z. Pan, Yuxiang Wang, Xiaoliang Xu

CoRR, 2023

Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer.

Wen Zhang, Yushan Zhu, Mingyang Chen, Yuxia Geng, Yufeng Huang, Yajing Xu, Wenting Song, Huajun Chen

Proceedings of the ACM Web Conference 2023, 2023

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid.

Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yichi Zhang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs.

Mingyang Chen, Wen Zhang, Yuxia Geng, Zezhong Xu, Jeff Z. Pan, Huajun Chen

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Relational Message Passing for Fully Inductive Knowledge Graph Completion.

Yuxia Geng, Jiaoyan Chen, Jeff Z. Pan, Mingyang Chen, Song Jiang, Wen Zhang, Huajun Chen

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Tele-Knowledge Pre-training for Fault Analysis.

Zhuo Chen, Wen Zhang, Yufeng Huang, Mingyang Chen, Yuxia Geng, Hongtao Yu, Zhen Bi, Yichi Zhang, Zhen Yao, Wenting Song, Xinliang Wu, Yi Yang, Mingyi Chen, Zhaoyang Lian, Yingying Li, Lei Cheng, Huajun Chen

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning.

Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Huajun Chen

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid.

Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen

CoRR, 2022

Tele-Knowledge Pre-training for Fault Analysis.

Zhuo Chen, Wen Zhang, Yufeng Huang, Mingyang Chen, Yuxia Geng, Hongtao Yu, Zhen Bi, Yichi Zhang, Zhen Yao, Wenting Song, Xinliang Wu, Yi Yang, Song Jiang, Zhaoyang Lian, Yingying Li, Huajun Chen

CoRR, 2022

DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning.

Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Wenting Song, Huajun Chen

CoRR, 2022

Disentangled Ontology Embedding for Zero-shot Learning.

Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection.

Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Z. Pan, Ningyu Zhang, Wen Zhang

Proceedings of the 11th International Joint Conference on Knowledge Graphs, 2022

2021

Explainable zero-shot learning via attentive graph convolutional network and knowledge graphs.

Yuxia Geng, Jiaoyan Chen, Zhiquan Ye, Zonggang Yuan, Wei Zhang, Huajun Chen

Semantic Web, 2021

Low-resource Learning with Knowledge Graphs: A Comprehensive Survey.

Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Jeff Z. Pan, Yuan He, Wen Zhang, Ian Horrocks, Huajun Chen

CoRR, 2021

K-ZSL: Resources for Knowledge-driven Zero-shot Learning.

Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zonggang Yuan, Huajun Chen

CoRR, 2021

OntoZSL: Ontology-enhanced Zero-shot Learning.

Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen

Proceedings of the WWW '21: The Web Conference 2021, 2021

Zero-Shot Visual Question Answering Using Knowledge Graph.

Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen

Proceedings of the Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 2021

Knowledge-aware Zero-Shot Learning: Survey and Perspective.

Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Generative Adversarial Zero-shot Learning via Knowledge Graphs.

Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen

CoRR, 2020

Ontology-guided Semantic Composition for Zero-shot Learning.

Jiaoyan Chen, Freddy Lécué, Yuxia Geng, Jeff Z. Pan, Huajun Chen

Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, 2020

Zero-shot Text Classification via Reinforced Self-training.

Zhiquan Ye, Yuxia Geng, Jiaoyan Chen, Jingmin Chen, Xiaoxiao Xu, Suhang Zheng, Feng Wang, Jun Zhang, Huajun Chen

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Human-centric Transfer Learning Explanation via Knowledge Graph [Extended Abstract].

Yuxia Geng, Jiaoyan Chen, Ernesto Jiménez-Ruiz, Huajun Chen

CoRR, 2019

2017

Price evaluation model in second-hand car system based on BP neural network theory.

Ning Sun, Hongxi Bai, Yuxia Geng, Huizhu Shi

Proceedings of the 18th IEEE/ACIS International Conference on Software Engineering, 2017