A Multi -Role Graph Attention Network for Knowledge Graph Alignment. - Linyi Ding; Weijie Yuan 003; Kui Meng; Gongshen Liu (IJCNN, 2021)

Text Generation with Syntax - Enhanced Variational Autoencoder. - Weijie Yuan 003; Linyi Ding; Kui Meng; Gongshen Liu (IJCNN, 2021)

Topic-Oriented Open Relation Extraction with A Priori Seed Generation. - Linyi Ding; Jinfeng Xiao; Sizhe Zhou; Chaoqi Yang; Jiawei Han 001 (EMNLP, 2024)

Automated Mining of Structured Knowledge from Text in the Era of Large Language Models. - Yunyi Zhang 001; Ming Zhong 005; Siru Ouyang; Yizhu Jiao; Sizhe Zhou; Linyi Ding; Jiawei Han 001 (KDD, 2024)

Automated Construction of Theme-specific Knowledge Graphs. - Linyi Ding; Sizhe Zhou; Jinfeng Xiao; Jiawei Han 001 (CoRR, 2024)

Retrieval and Structuring Augmented Generation with LLMs for Web Applications. - Yizhu Jiao; Siru Ouyang; Ming Zhong 005; Yunyi Zhang 001; Linyi Ding; Sizhe Zhou; Jiawei Han 001 (WWW (Companion Volume), 2025)