Price evaluation model in second-hand car system based on BP neural network theory. - Ning Sun; Hongxi Bai; Yuxia Geng; Huizhu Shi (SNPD, 2017)

Human-centric Transfer Learning Explanation via Knowledge Graph [Extended Abstract]. - Yuxia Geng; Jiaoyan Chen 001; Ernesto Jiménez-Ruiz; Huajun Chen (CoRR, 2019)

Zero-shot Text Classification via Reinforced Self-training. - Zhiquan Ye; Yuxia Geng; Jiaoyan Chen 001; Jingmin Chen; Xiaoxiao Xu; Suhang Zheng; Feng Wang; Jun Zhang; Huajun Chen (ACL, 2020)

Ontology-guided Semantic Composition for Zero-shot Learning. - Jiaoyan Chen 001; Freddy Lécué; Yuxia Geng; Jeff Z. Pan; Huajun Chen (KR, 2020)

Generative Adversarial Zero-shot Learning via Knowledge Graphs. - Yuxia Geng; Jiaoyan Chen 001; Zhuo Chen 007; Zhiquan Ye; Zonggang Yuan; Yantao Jia; Huajun Chen (CoRR, 2020)

Knowledge-aware Zero-Shot Learning: Survey and Perspective. - Jiaoyan Chen 001; Yuxia Geng; Zhuo Chen 007; Ian Horrocks 001; Jeff Z. Pan; Huajun Chen (IJCAI, 2021)

Zero-Shot Visual Question Answering Using Knowledge Graph. - Zhuo Chen 007; Jiaoyan Chen 001; Yuxia Geng; Jeff Z. Pan; Zonggang Yuan; Huajun Chen (ISWC, 2021)

OntoZSL: Ontology-enhanced Zero-shot Learning. - Yuxia Geng; Jiaoyan Chen 001; Zhuo Chen 007; Jeff Z. Pan; Zhiquan Ye; Zonggang Yuan; Yantao Jia; Huajun Chen (WWW, 2021)

K-ZSL: Resources for Knowledge-driven Zero-shot Learning. - Yuxia Geng; Jiaoyan Chen 001; Zhuo Chen 007; Jeff Z. Pan; Zonggang Yuan; Huajun Chen (CoRR, 2021)

Low-resource Learning with Knowledge Graphs: A Comprehensive Survey. - Jiaoyan Chen 001; Yuxia Geng; Zhuo Chen 007; Jeff Z. Pan; Yuan He 008; Wen Zhang 015; Ian Horrocks 001; Huajun Chen (CoRR, 2021)

Explainable zero-shot learning via attentive graph convolutional network and knowledge graphs. - Yuxia Geng; Jiaoyan Chen 001; Zhiquan Ye; Zonggang Yuan; Wei Zhang 127; Huajun Chen (Semantic Web, 2021)

LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection. - Zhuo Chen 007; Yufeng Huang; Jiaoyan Chen 001; Yuxia Geng; Yin Fang; Jeff Z. Pan; Ningyu Zhang 001; Wen Zhang 015 (IJCKG, 2022)

Disentangled Ontology Embedding for Zero-shot Learning. - Yuxia Geng; Jiaoyan Chen 001; Wen Zhang 015; Yajing Xu; Zhuo Chen 007; Jeff Z. Pan; Yufeng Huang; Feiyu Xiong; Huajun Chen (KDD, 2022)

DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning. - Zhuo Chen 007; Yufeng Huang; Jiaoyan Chen 001; Yuxia Geng; Wen Zhang 015; Yin Fang; Jeff Z. Pan; Wenting Song; Huajun Chen (CoRR, 2022)

Tele-Knowledge Pre-training for Fault Analysis. - Zhuo Chen 007; Wen Zhang 015; Yufeng Huang; Mingyang Chen; Yuxia Geng; Hongtao Yu; Zhen Bi; Yichi Zhang 009; Zhen Yao 001; Wenting Song; Xinliang Wu; Yi Yang; et al. (CoRR, 2022)

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. - Zhuo Chen 007; Jiaoyan Chen 001; Wen Zhang 015; Lingbing Guo; Yin Fang; Yufeng Huang; Yuxia Geng; Jeff Z. Pan; Wenting Song; Huajun Chen (CoRR, 2022)

DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning. - Zhuo Chen 007; Yufeng Huang; Jiaoyan Chen 001; Yuxia Geng; Wen Zhang 015; Yin Fang; Jeff Z. Pan; Huajun Chen (AAAI, 2023)

Tele-Knowledge Pre-training for Fault Analysis. - Zhuo Chen 007; Wen Zhang 015; Yufeng Huang; Mingyang Chen; Yuxia Geng; Hongtao Yu; Zhen Bi; Yichi Zhang 009; Zhen Yao 001; Wenting Song; Xinliang Wu; Yi Yang; et al. (ICDE, 2023)

Relational Message Passing for Fully Inductive Knowledge Graph Completion. - Yuxia Geng; Jiaoyan Chen 001; Jeff Z. Pan; Mingyang Chen; Song Jiang; Wen Zhang 015; Huajun Chen (ICDE, 2023)

Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs. - Mingyang Chen; Wen Zhang 015; Yuxia Geng; Zezhong Xu; Jeff Z. Pan; Huajun Chen (IJCAI, 2023)

MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid. - Zhuo Chen 007; Jiaoyan Chen 001; Wen Zhang 015; Lingbing Guo; Yin Fang; Yufeng Huang; Yichi Zhang 009; Yuxia Geng; Jeff Z. Pan; Wenting Song; Huajun Chen (ACM Multimedia, 2023)

Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer. - Wen Zhang 015; Yushan Zhu; Mingyang Chen; Yuxia Geng; Yufeng Huang; Yajing Xu; Wenting Song; Huajun Chen (WWW, 2023)

Benchmarking knowledge-driven zero-shot learning. - Yuxia Geng; Jiaoyan Chen 001; Xiang Zhuang; Zhuo Chen 007; Jeff Z. Pan; Juan Li 010; Zonggang Yuan; Huajun Chen (J. Web Semant., 2023)

Zero-Shot and Few-Shot Learning With Knowledge Graphs: A Comprehensive Survey. - Jiaoyan Chen 001; Yuxia Geng; Zhuo Chen 007; Jeff Z. Pan; Yuan He 008; Wen Zhang 015; Ian Horrocks 001; Huajun Chen (Proc. IEEE, 2023)

Contextual semantic embeddings for ontology subsumption prediction. - Jiaoyan Chen 001; Yuan He 008; Yuxia Geng; Ernesto Jiménez-Ruiz; Hang Dong 002; Ian Horrocks 001 (World Wide Web (WWW), 2023)

Scalable Community Search with Accuracy Guarantee on Attributed Graphs. - Yuxiang Wang 001; Shuzhan Ye; Xiaoliang Xu; Yuxia Geng; Zhenghe Zhao; Xiangyu Ke; Tianxing Wu 001 (ICDE, 2024)

Scalable Community Search over Large-scale Graphs based on Graph Transformer. - Yuxiang Wang 001; Xiaoxuan Gou; Xiaoliang Xu; Yuxia Geng; Xiangyu Ke; Tianxing Wu 001; Zhiyuan Yu; Runhuai Chen; Xiangying Wu (SIGIR, 2024)

Untargeted Adversarial Attack on Knowledge Graph Embeddings. - Tianzhe Zhao; Jiaoyan Chen 001; Yanchi Ru; Qika Lin; Yuxia Geng; Jun Liu 002 (SIGIR, 2024)

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey. - Zhuo Chen 007; Yichi Zhang 009; Yin Fang; Yuxia Geng; Lingbing Guo; Xiang Chen 016; Qian Li 033; Wen Zhang 015; Jiaoyan Chen 001; Yushan Zhu; Jiaqi Li; Xiaoze Liu; et al. (CoRR, 2024)

Cross-composition Feature Disentanglement for Compositional Zero-shot Learning. - Yuxia Geng; Runkai Zhu; Jiaoyan Chen 001; Jintai Chen; Zhuo Chen 007; Xiang Chen 016; Can Xu; Yuxiang Wang 001; Xiaoliang Xu (CoRR, 2024)

Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning. - Yuxia Geng; Runkai Zhu; Jiaoyan Chen 001; Jintai Chen; Xiang Chen 016; Zhuo Chen 007; Shuofei Qiao; Yuxiang Wang 001; Xiaoliang Xu; Sheng-Jun Huang (ACL (Findings), 2025)

Rethinking Continual Knowledge Graph Embedding: Benchmarks and Analysis. - Tianzhe Zhao; Jiaoyan Chen 001; Yanchi Ru; Qika Lin; Yuxia Geng; Haiping Zhu; Yudai Pan; Jun Liu 002 (SIGIR, 2025)

Prompting disentangled embeddings for knowledge graph completion with pre-trained language model. - Yuxia Geng; Jiaoyan Chen 001; Yuhang Zeng; Zhuo Chen 007; Wen Zhang 015; Jeff Z. Pan; Yuxiang Wang 001; Xiaoliang Xu (Expert Syst. Appl., 2025)

Knowledge Graphs for Multi-modal Learning: Survey and Perspective. - Zhuo Chen 007; Yichi Zhang 009; Yin Fang; Yuxia Geng; Lingbing Guo; Jiaoyan Chen 001; Xiaoze Liu; Jeff Z. Pan; Ningyu Zhang 001; Huajun Chen; Wen Zhang 015 (Inf. Fusion, 2025)

SaraCoder: Orchestrating Semantic and Structural Cues for Profit-Oriented Repository-Level Code Completion. - Xiaohan Chen; Zhongying Pan; Quan Feng; Yu Tian; Shuqun Yang; Mengru Wang; Lina Gong; Yuxia Geng; Piji Li; Xiang Chen 016 (CoRR, 2025)