dynnode2vec: Scalable Dynamic Network Embedding. - Sedigheh Mahdavi; Shima Khoshraftar; Aijun An (IEEE BigData, 2018)

Dynamic Graph Embedding via LSTM History Tracking. - Shima Khoshraftar; Sedigheh Mahdavi; Aijun An; Yonggang Hu; Junfeng Liu 005 (DSAA, 2019)

Dynamic Joint Variational Graph Autoencoders. - Sedigheh Mahdavi; Shima Khoshraftar; Aijun An (PKDD/ECML Workshops (1), 2019)

Centrality-based Interpretability Measures for Graph Embeddings. - Shima Khoshraftar; Sedigheh Mahdavi; Aijun An (DSAA, 2021)

Temporal Graph Representation Learning via Maximal Cliques. - Shima Khoshraftar; Aijun An; Nastaran Babanejad (IEEE Big Data, 2022)

A Survey on Graph Representation Learning Methods. - Shima Khoshraftar; Aijun An (ACM Trans. Intell. Syst. Technol., 2024)

GraphiT: Efficient Node Classification on Text-Attributed Graphs with Prompt Optimized LLMs. - Shima Khoshraftar; Niaz Abedini; Amir Hajian (WWW (Companion Volume), 2025)