• S. Rezayi, L. A. Ha, Y. Zhou, A. Houriet, A. D’Addario, P. Baldwin, P. Harik, A. King, V. Yaneva, “Automated Scoring of Communication Skills in Physician-Patient Interaction: Balancing Performance and Scalability,” ACL-BEA, 2025
• S. Yarmohammadtoosky, Y. Zhou, V. Yaneva, P. Baldwin, S. Rezayi, B. Clauser, P. Harik, “Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems,” ACL-BEA 2025
• S. Shapouri, S. Soleymani, S. Rezayi, “Flood of techniques and drought of theories: emotion mining in disasters,” Journal of Computational Social Science 8 (1), 5, 2025
• S. Rezayi, Z. Liu, Z. Wu, C. Dhakal, B. Ge, H. Dai, G. Mai, N. Liu, C. Zhen, T. Liu, S. Li, “Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications,” IEEE Transactions on Big Data, 2024
• V. Yaneva, K. North, P. Baldwin, L. A. Ha, S. Rezayi, Y. Zhou, P. Harik, B. Clauser, “Findings from the first shared task on automated prediction of difficulty and response time for multiple-choice questions,” ACL-BEA, 2024
• S. Rezayi, H. Zhao, R. Zhu, S. Li, “XDC: Adaptive cross domain short text clustering,” SDM, 2023
• Z. Chen, S. Rezayi, S. Li, “More knowledge, less bias: Unbiasing scene graph generation with explicit ontological adjustment,” IEEE/CVF, 2023
• S. Rezayi, H. Dai, Z. Liu, Z. Wu, A. Hebbar, A. H. Burns, L. Zhao, D. Zhu, Q. Li, W. Liu, S. Li, T. Liu, X. Li, “Clinicalradiobert: Knowledge-infused few shot learning for clinical notes named entity recognition,” MLMI, 2022

• S. Rezayi, Z. Liu, Z. Wu, C. Dhakal, B. Ge, C. Zhen, T. Liu, S. Li, “AgriBERT: Knowledge-Infused Agricultural Language Models for Matching Food and Nutrition,” IJCAI, 2022

• S. Rezayi, S. Soleymani, H. R. Arabnia, and S. Li, “Socially Aware Multimodal Deep Neural Networks for Fake News Classification,” MIPR 2021
• S. Rezayi, N. Lipka, V. Vinay, R. Rossi, F. Dernoncourt, and S. Li, “A Framework for Knowledge Derived Query Suggestion,” IEEE BigData 2022
• S. Rezayi, H. Zhao, S. Kim, R. Rossi, N. Lipka, and S. Li, “EDGE: A Framework to Enrich and Learn Knowledge Graphs Using External Text,” NAACL, 2021
• S. Rezayi, V. Balakrishnan, S. Arabnia, and H. R. Arabnia, “Fake News and Cyberbullying in the Modern Era,” Conference on Computational Science & Computational Intelligence (CSCI), 2018. pdf
• R. Motamedi, S. Rezayi, R. Rejaie, and W. Willinger, “Unveiling Social Characteristics of Twitter Elite Network,” IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2018. pdf
• A. Hosseini, S. Rezayi, and H. Taheri, “Improving ertPS Grant Allocation for VoIP Traffic inSilence Duration,” International Journal of Information and Electronics Engineering, 2012. pdf
• A. Madani, S. Rezayi, and H. Gharaee, “Log management comprehensive architecture in Security Operation Center (SOC),” IEEE International Conference on Computational Aspects of Social Networks (CASoN), 2011. pdf
• S. Rezayi, M. Sotoodeh, and H. Esmaili, “A Password Based authentication and Key Agreement Protocol for Wireless LAN Based on Elliptic Curve and Digital Signature,” International Journal of Computer Science and Information Security, 2011. pdf
• S. Rezayi, A. Hosseini, and H. Teheri, “Implementation of Extensible Authentication Protocol in OPNET Modeller,” ACM International Conference on Network, Communication and Computing (ICNCC), 2011. pdf

Patents

• N. Lipka, S. Rezayi, V. Vinay, R. Rossi, F. Dernoncourt, and T. King, “Search query reformulation with a robust framework for entity linking and link prediction.” patent pending.

Professional Activities

• International Conference on Machine Learning (ICML) - Reviewer (2021)
• Empirical Methods for Natural Language Processing (EMNLP) - Reviewer (2020)
• ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) - Reviewer (2019, 2020)
• IEEE Sensors Letters - Reviewer (2018, 2019, 2020)
• The Conference on Uncertainty in Artificial Intelligence (UAI) - Reviewer (2019)
• MobiQuitous – Technical Committee Member (2018)
• IEEE International Conference on Computer Communications (INFOCOM)
• Transactions on Biomedical Circuits and Systems - Reviewer (2017)