Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning. - Elan Sopher Markowitz; Keshav Balasubramanian; Mehrnoosh Mirtaheri; Sami Abu-El-Haija; Bryan Perozzi; Greg Ver Steeg; Aram Galstyan (ICLR, 2021)

StATIK: Structure and Text for Inductive Knowledge Graph Completion. - Elan Markowitz; Keshav Balasubramanian; Mehrnoosh Mirtaheri; Murali Annavaram; Aram Galstyan; Greg Ver Steeg (NAACL-HLT (Findings), 2022)

StATIK+: Structure and Text for Inductive Knowledge Graph Modeling and Paths towards Enterprise Implementations. - Elan Sopher Markowitz; Aram Galstyan (EKG-LLM@CIKM, 2023)

Multi-Task Knowledge Enhancement for Zero-Shot and Multi-Domain Recommendation in an AI Assistant Application. - Elan Markowitz; Ziyan Jiang; Fan Yang; Xing Fan; Tony Chen; Greg Ver Steeg; Aram Galstyan (CoRR, 2023)

Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs. - Elan Markowitz; Anil Ramakrishna; Jwala Dhamala; Ninareh Mehrabi; Charith Peris; Rahul Gupta 001; Kai-Wei Chang; Aram Galstyan (ACL (1), 2024)

Biased User History Synthesis for Personalized Long-Tail Item Recommendation. - Keshav Balasubramanian; Abdulla Alshabanah; Elan Markowitz; Greg Ver Steeg; Murali Annavaram (RecSys, 2024)

Knowledge Enhanced Multi-Domain Recommendations in an AI Assistant Application. - Elan Markowitz; Ziyan Jiang; Fan Yang; Xing Fan; Zheng Chen 010; Greg Ver Steeg; Aram Galstyan (ICASSP, 2025)

K-Edit: Language Model Editing with Contextual Knowledge Awareness. - Elan Markowitz; Anil Ramakrishna; Ninareh Mehrabi; Charith Peris; Rahul Gupta 001; Kai-Wei Chang; Aram Galstyan (CoRR, 2025)

KG-LLM-Bench: A Scalable Benchmark for Evaluating LLM Reasoning on Textualized Knowledge Graphs. - Elan Markowitz; Krupa Galiya; Greg Ver Steeg; Aram Galstyan (CoRR, 2025)