Discovering the Functions of Language in Online Forums. - Youmna Ismaeil; Oana Balalau; Paramita Mirza (W-NUT@EMNLP, 2019)

Continuous Chaotic Nonlinear System and Lyapunov controller Optimization using Deep Learning. - Amr Mahmoud; Youmna Ismaeil; Mohamed Zohdy (CoRR, 2020)

Towards Neural Network Interpretability Using Commonsense Knowledge Graphs. - Youmna Ismaeil; Daria Stepanova 001; Trung-Kien Tran; Piyapat Saranrittichai; Csaba Domokos; Hendrik Blockeel (ISWC, 2022)

FeaBI: A Feature Selection-Based Framework for Interpreting KG Embeddings. - Youmna Ismaeil; Daria Stepanova 001; Trung-Kien Tran; Hendrik Blockeel (ISWC, 2023)

Look beyond the Surface: A Demo for Explaining Knowledge Graph Embeddings and Entity Similarity. - Huu Tan Mai; Youmna Ismaeil; Daria Stepanova 001; Trung-Kien Tran; Hendrik Blockeel (ISWC (Posters/Demos/Industry), 2023)