Yang Yang (杨阳)

Yang Yang (杨阳)

📝 Publications

(∗ corresponding author)

Trustworthy AI

  • EMNLP 2025. KGE Calibrator: An Efficient Probability Calibration Method of Knowledge Graph Embedding Models for Trustworthy Link Prediction, Yang Yang, Mohan Timilsina, Edward Curry. Paper, Code

Knowledge Graph

  • Chapter in Handbook on Neurosymbolic AI and Knowledge Graphs, 2025. Neuro-Symbolic Techniques in Open Knowledge Graph Canonicalization, Yang Yang, Edward Curry. Paper
  • IEEE-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 Li. Paper, Code
  • TEXT2KG@ESWC 2024 Open Knowledge Base Canonicalization: Techniques and Challenges, Yang Yang, Edward Curry. Paper
  • KDD 2022 Multi-View Clustering for Open Knowledge Base Canonicalization, Wei Shen, Yang Yang*, Yinan Liu. Paper, Code

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 Curry. Paper
  • IEEE-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. Paper

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. Paper