Chen, Jiaoyan

17 publications

AAAI 2025 HeGTa: Leveraging Heterogeneous Graph-Enhanced Large Language Models for Few-Shot Complex Table Understanding Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min, Sheng Bi

AAAI 2025 TrustUQA: A Trustful Framework for Unified Structured Data Question Answering Wen Zhang, Long Jin, Yushan Zhu, Jiaoyan Chen, Zhiwei Huang, Junjie Wang, Yin Hua, Lei Liang, Huajun Chen

AAAI 2024 Knowledge-Aware Neuron Interpretation for Scene Classification Yong Guan, Freddy Lécué, Jiaoyan Chen, Ru Li, Jeff Z. Pan

NeurIPS 2024 Language Models as Hierarchy Encoders Yuan He, Zhangdie Yuan, Jiaoyan Chen, Ian Horrocks

NeurIPS 2024 MKGL: Mastery of a Three-Word Language Lingbing Guo, Zhongpu Bo, Zhuo Chen, Yichi Zhang, Jiaoyan Chen, Yarong Lan, Mengshu Sun, Zhiqiang Zhang, Yangyifei Luo, Qian Li, Qiang Zhang, Wen Zhang, Huajun Chen

ICLR 2024 Revisit and Outstrip Entity Alignment: A Perspective of Generative Models Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Yin Fang, Wen Zhang, Huajun Chen

AAAI 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

AAAI 2023 Low-Resource Personal Attribute Prediction from Conversations Yinan Liu, Hu Chen, Wei Shen, Jiaoyan Chen

AAAI 2022 BERTMap: A BERT-Based Ontology Alignment System Yuan He, Jiaoyan Chen, Denvar Antonyrajah, Ian Horrocks

IJCAI 2021 Knowledge-Aware Zero-Shot Learning: Survey and Perspective Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, Huajun Chen

MLJ 2021 OWL2Vec*: Embedding of OWL Ontologies Jiaoyan Chen, Pan Hu, Ernesto Jiménez-Ruiz, Ole Magnus Holter, Denvar Antonyrajah, Ian Horrocks

IJCAI 2021 Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding Zhiyuan Qi, Ziheng Zhang, Jiaoyan Chen, Xi Chen, Yuejia Xiang, Ningyu Zhang, Yefeng Zheng

AAAI 2020 When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining Then Meta-Learning for Few-Shot Text Classification (Student Abstract) Shumin Deng, Ningyu Zhang, Zhanlin Sun, Jiaoyan Chen, Huajun Chen

IJCAI 2019 Augmenting Transfer Learning with Semantic Reasoning Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen

AAAI 2019 ColNet: Embedding the Semantics of Web Tables for Column Type Prediction Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks, Charles Sutton

IJCAI 2019 Learning Semantic Annotations for Tabular Data Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks, Charles Sutton

IJCAI 2017 Learning from Ontology Streams with Semantic Concept Drift Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Huajun Chen