📝 Publications
(∗ corresponding author)
Open Knowledge Base
Chapter in Handbook on Neurosymbolic AI and Knowledge Graphs, 2025.
Neuro-Symbolic Techniques in Open Knowledge Graph Canonicalization, Yang Yang*, Edward CurryIEEE-TKDE 2025
CMVC+: a Multi-View Clustering Framework for Open Knowledge Base Canonicalization via Contrastive Learning, Yang Yang, Wei Shen*, Junfeng Shu, Yinan Liu, Edward Curry, Guoliang LiTEXT2KG 2024
Open Knowledge Base Canonicalization: Techniques and Challenges, Yang Yang*, Edward CurryACM-SIGKDD 2022
Multi-View Clustering for Open Knowledge Base Canonicalization, Wei Shen, Yang Yang*, Yinan Liu
Data Space
IEEE-BigData 2023
Enabling Dataspaces Using Foundation Models: Technical, Legal and Ethical Considerations and Future Trends, Mohan Timilsina, Samuele Buosi, Ping Song, Yang Yang, Rafiqul Haque, Edward CurryIEEE-BigData 2023
Foundation Data Space Models: Bridging the Artificial Intelligence and Data Ecosystems (Vision Paper), Edward Curry, Tarek Zaarour, Yang Yang, Mohan Timilsina, Majjed Al-Qatf, Rafiqul Haque
Entity Linking
IEEE-TKDE 2021
Toward Tweet Entity Linking with Heterogeneous Information Networks, Wei Shen, Yuwei Yin, Yang Yang, Jiawei Han, Jianyong Wang, Xiaojie Yuan