| 2026 | ACL | A Survey on Evaluation of LLM-based Agents. | Asaf Yehudai, Lilach Eden, Alan Li, Guy Uziel, Yilun Zhao, Roy Bar-Haim, Arman Cohan, Michal Shmueli-Scheuer |
| 2025 | EMNLP | Effective Red-Teaming of Policy-Adherent Agents. | Itay Nakash, George Kour, Koren Lazar, Matan Vetzler, Guy Uziel, Ateret Anaby-Tavor |
| 2025 | EMNLP | Towards Enforcing Company Policy Adherence in Agentic Workflows. | Naama Zwerdling, David Boaz, Ella Rabinovich, Guy Uziel, David Amid, Ateret Anaby-Tavor |
| 2025 | NAACL | Breaking ReAct Agents: Foot-in-the-Door Attack Will Get You In. | Itay Nakash, George Kour, Guy Uziel, Ateret Anaby-Tavor |
| 2023 | ACL | Text Augmentation Using Dataset Reconstruction for Low-Resource Classification. | Adir Rahamim, Guy Uziel, Esther Goldbraich, Ateret Anaby-Tavor |
| 2020 | AISTATS | Nonparametric Sequential Prediction While Deep Learning the Kernel. | Guy Uziel |
| 2020 | AISTATS | Long-and Short-Term Forecasting for Portfolio Selection with Transaction Costs. | Guy Uziel, Ran El-Yaniv |
| 2019 | ICLR | Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers. | Yonatan Geifman, Guy Uziel, Ran El-Yaniv |
| 2019 | RecSys | A generative model for review-based recommendations. | Oren Sar Shalom, Guy Uziel, Amir Kantor |
| 2018 | AISTATS | Growth-Optimal Portfolio Selection under CVaR Constraints. | Guy Uziel, Ran El-Yaniv |
| 2018 | ICTIR | A Word is Worth a Thousand Ratings: Augmenting Ratings using Reviews for Collaborative Filtering. | Oren Sar Shalom, Guy Uziel, Alexandros Karatzoglou, Amir Kantor |