Publications
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.
2025 IEEE International Conference on Acoustics, Speech, and Signal Processing [paper] 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, Kai-Wei Chang, Aram Galstyan.
Annual Meeting of the Association for Computational Linguistics 2024 [paper] Biased User History Synthesis for Personalized Long-Tail Item Recommendation
Keshav Balasubramanian, Abdulla Alshabanah, Elan Markowitz, Greg Ver Steeg, Murali Annavaram.
ACM Conference on Recommender Systems 2024 [paper] StATIK: Structure and Text for Inductive Knowledge Graph Completion
Elan Markowitz, Keshav Balasubramanian, Mehrnoosh Mirtaheri, Murali Annavaram, Aram Galstyan, Greg Ver Steeg.
NAACL-HLT 2022 [paper] Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning
Elan Markowitz, Keshav Balasubramanian, Mehrnoosh Mirtaheri, Sami Abu-El-Haija, Bryan Perozzi, Greg Ver Steeg, Aram Galstyan.
ICLR 2021 [paper] Benchmarking COVID-19 Mortality in the United States
Ruth Etzioni & Elan Markowitz..
medRXiv 2020 [paper] The Effect of Treatment Advances on the Mortality Results of Breast Cancer Screening Trials: A Microsimulation Model
Jeanette Birnbaum, Vijayakrishna K. Gadi, Elan Markowitz, Ruth Etzioni.
Annals of Internal Medicine 2016 [paper] Single-fraction radiation therapy in patients with metastatic Merkel cell carcinoma
Jayasri G. Iyer, Upendra Parvathaneni, Ted A. Gooley, Natalie J. Miller, Elan Markowitz, Astrid Blom, Christopher W. Lewis, Ryan F. Doumani, Kaushik Parvathaneni, Austin M. Anderson, Andrew Bestick, Jing Liao, Gregory M. Kane, Shailender Bhatia, Kelly G. Paulson, Paul Nghiem.
Cancer medicine 2015 [paper] 