Yuxia Geng

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 41

Top Topics

Transfer Learning

Semantically Enhanced

Domain Specific Ontologies

Attributed Graphs

Top Venues

Publications

Tianzhe Zhao, Jiaoyan Chen, Yanchi Ru, Qika Lin, Yuxia Geng, Jun Liu
Untargeted Adversarial Attack on Knowledge Graph Embeddings. CoRR (2024)
Yuxiang Wang, Shuzhan Ye, Xiaoliang Xu, Yuxia Geng, Zhenghe Zhao, Xiangyu Ke, Tianxing Wu
Scalable Community Search with Accuracy Guarantee on Attributed Graphs. CoRR (2024)
Tianzhe Zhao, Jiaoyan Chen, Yanchi Ru, Qika Lin, Yuxia Geng, Jun Liu
Untargeted Adversarial Attack on Knowledge Graph Embeddings. SIGIR (2024)
Yuxiang Wang, Xiaoxuan Gou, Xiaoliang Xu, Yuxia Geng, Xiangyu Ke, Tianxing Wu, Zhiyuan Yu, Runhuai Chen, Xiangying Wu
Scalable Community Search over Large-scale Graphs based on Graph Transformer. SIGIR (2024)
Yuxiang Wang, Shuzhan Ye, Xiaoliang Xu, Yuxia Geng, Zhenghe Zhao, Xiangyu Ke, Tianxing Wu
Scalable Community Search with Accuracy Guarantee on Attributed Graphs. ICDE (2024)
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
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey. CoRR (2024)
Wen Zhang, Yushan Zhu, Mingyang Chen, Yuxia Geng, Yufeng Huang, Yajing Xu, Wenting Song, Huajun Chen
Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer. CoRR (2023)
Yuxia Geng, Jiaoyan Chen, Yuhang Zeng, Zhuo Chen, Wen Zhang, Jeff Z. Pan, Yuxiang Wang, Xiaoliang Xu
Prompting Disentangled Embeddings for Knowledge Graph Completion with Pre-trained Language Model. CoRR (2023)
Jiaoyan Chen, Yuan He, Yuxia Geng, Ernesto Jiménez-Ruiz, Hang Dong, Ian Horrocks
Contextual semantic embeddings for ontology subsumption prediction. World Wide Web (WWW) 26 (5) (2023)
Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Huajun Chen
DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning. AAAI (2023)
Yuxia Geng, Jiaoyan Chen, Jeff Z. Pan, Mingyang Chen, Song Jiang, Wen Zhang, Huajun Chen
Relational Message Passing for Fully Inductive Knowledge Graph Completion. ICDE (2023)
Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Jeff Z. Pan, Yuan He, Wen Zhang, Ian Horrocks, Huajun Chen
Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey. Proc. IEEE 111 (6) (2023)
Mingyang Chen, Wen Zhang, Yuxia Geng, Zezhong Xu, Jeff Z. Pan, Huajun Chen
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs. CoRR (2023)
Mingyang Chen, Wen Zhang, Yuxia Geng, Zezhong Xu, Jeff Z. Pan, Huajun Chen
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs. IJCAI (2023)
Wen Zhang, Yushan Zhu, Mingyang Chen, Yuxia Geng, Yufeng Huang, Yajing Xu, Wenting Song, Huajun Chen
Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer. WWW (2023)
Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yichi Zhang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. ACM Multimedia (2023)
Yuxia Geng, Jiaoyan Chen, Xiang Zhuang, Zhuo Chen, Jeff Z. Pan, Juan Li, Zonggang Yuan, Huajun Chen
Benchmarking knowledge-driven zero-shot learning. J. Web Semant. 75 (2023)
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
Tele-Knowledge Pre-training for Fault Analysis. ICDE (2023)
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
Tele-Knowledge Pre-training for Fault Analysis. CoRR (2022)
Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Z. Pan, Ningyu Zhang, Wen Zhang
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection. CoRR (2022)
Yuxia Geng, Jiaoyan Chen, Wen Zhang, Jeff Z. Pan, Mingyang Chen, Huajun Chen, Song Jiang
Relational Message Passing for Fully Inductive Knowledge Graph Completion. CoRR (2022)
Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Yin Fang, Jeff Z. Pan, Ningyu Zhang, Wen Zhang
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection. IJCKG (2022)
Zhuo Chen, Yufeng Huang, Jiaoyan Chen, Yuxia Geng, Wen Zhang, Yin Fang, Jeff Z. Pan, Wenting Song, Huajun Chen
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning. CoRR (2022)
Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen
Disentangled Ontology Embedding for Zero-shot Learning. KDD (2022)
Zhuo Chen, Jiaoyan Chen, Wen Zhang, Lingbing Guo, Yin Fang, Yufeng Huang, Yuxia Geng, Jeff Z. Pan, Wenting Song, Huajun Chen
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. CoRR (2022)
Yuxia Geng, Jiaoyan Chen, Wen Zhang, Yajing Xu, Zhuo Chen, Jeff Z. Pan, Yufeng Huang, Feiyu Xiong, Huajun Chen
Disentangled Ontology Embedding for Zero-shot Learning. CoRR (2022)
Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen
Zero-Shot Visual Question Answering Using Knowledge Graph. ISWC (2021)
Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen
Knowledge-aware Zero-Shot Learning: Survey and Perspective. IJCAI (2021)
Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen
Knowledge-aware Zero-Shot Learning: Survey and Perspective. CoRR (2021)
Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Jeff Z. Pan, Yuan He, Wen Zhang, Ian Horrocks, Huajun Chen
Low-resource Learning with Knowledge Graphs: A Comprehensive Survey. CoRR (2021)
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen
OntoZSL: Ontology-enhanced Zero-shot Learning. CoRR (2021)
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zonggang Yuan, Huajun Chen
K-ZSL: Resources for Knowledge-driven Zero-shot Learning. CoRR (2021)
Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen
Zero-shot Visual Question Answering using Knowledge Graph. CoRR (2021)
Yuxia Geng, Jiaoyan Chen, Zhiquan Ye, Zonggang Yuan, Wei Zhang, Huajun Chen
Explainable zero-shot learning via attentive graph convolutional network and knowledge graphs. Semantic Web 12 (5) (2021)
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Jeff Z. Pan, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen
OntoZSL: Ontology-enhanced Zero-shot Learning. WWW (2021)
Jiaoyan Chen, Freddy Lécué, Yuxia Geng, Jeff Z. Pan, Huajun Chen
Ontology-guided Semantic Composition for Zero-shot Learning. KR (2020)
Jiaoyan Chen, Freddy Lécué, Yuxia Geng, Jeff Z. Pan, Huajun Chen
Ontology-guided Semantic Composition for Zero-Shot Learning. CoRR (2020)
Yuxia Geng, Jiaoyan Chen, Zhuo Chen, Zhiquan Ye, Zonggang Yuan, Yantao Jia, Huajun Chen
Generative Adversarial Zero-shot Learning via Knowledge Graphs. CoRR (2020)
Zhiquan Ye, Yuxia Geng, Jiaoyan Chen, Jingmin Chen, Xiaoxiao Xu, Suhang Zheng, Feng Wang, Jun Zhang, Huajun Chen
Zero-shot Text Classification via Reinforced Self-training. ACL (2020)
Yuxia Geng, Jiaoyan Chen, Ernesto Jiménez-Ruiz, Huajun Chen
Human-centric Transfer Learning Explanation via Knowledge Graph [Extended Abstract]. CoRR (2019)
Ning Sun, Hongxi Bai, Yuxia Geng, Huizhu Shi
Price evaluation model in second-hand car system based on BP neural network theory. SNPD (2017)