| 2026 | ESANN | Label-Efficient and Adaptable Image Selection for Large-Scale E-Commerce Catalogs. | Maytal Messing, Guy Shani |
| 2025 | AIME | Reinforcement Learning on Dyads to Enhance Medication Adherence. | Ziping Xu, Hinal Jajal, Sung Won Choi, Inbal Nahum-Shani, Guy Shani, Alexandra M. Psihogios, Pei-Yao Hung, Susan A. Murphy |
| 2024 | ECAI | Heuristics for Partially Observable Stochastic Contingent Planning. | Guy Shani |
| 2024 | IROS | Online Planning for Multi Agent Path Finding in Inaccurate Maps. | Nir Malka, Guy Shani, Roni Stern |
| 2023 | ECAI | Online Evaluation of Tail Project Boosting in Citizen Science. | Amit Sultan, Avi Segal, Guy Shani, Darlene Cavalier, Kobi Gal |
| 2022 | ECCV | Patient-Level Microsatellite Stability Assessment from Whole Slide Images by Combining Momentum Contrast Learning and Group Patch Embeddings. | Daniel Shats, Hadar Hezi, Guy Shani, Yosef E. Maruvka, Moti Freiman |
| 2022 | SoCS | An Online Approach for Multi-Agent Path Finding Under Movement Uncertainty (Extended Abstract). | Elad Levy, Guy Shani, Roni Stern |
| 2021 | AAAI | Improved Knowledge Modeling and Its Use for Signaling in Multi-Agent Planning with Partial Observability. | Shashank Shekhar, Ronen I. Brafman, Guy Shani |
| 2021 | AAAI | Intelligent Recommendations for Citizen Science. | Daniel Ben Zaken, Kobi Gal, Guy Shani, Avi Segal, Darlene Cavalier |
| 2020 | RecSys | Intelligent Recommendations for Citizen Science. | Naama Dayan, Kobi Gal, Avi Segal, Guy Shani, Darlene Cavalier |
| 2020 | RecSys | Post-hoc Explanations for Complex Model Recommendations using Simple Methods. | Dorin Shmaryahu, Guy Shani, Bracha Shapira |
| 2019 | CVPR | Length Phenotyping With Interest Point Detection. | Adar Vit, Guy Shani, Aharon Bar-Hillel |
| 2018 | AAAI | MDP-Based Cost Sensitive Classification Using Decision Trees. | Shlomi Maliah, Guy Shani |
| 2018 | IJCAI | Advances and Challenges in Privacy Preserving Planning. | Guy Shani |
| 2017 | IUI | HiveRel: Towards Focused Knowledge Acquisition. | Sivan Yogev, Guy Shani, Noam Tractinsky |
| 2016 | AAAI | Computing Contingent Plans Using Online Replanning. | Radimir Komarnitsky, Guy Shani |
| 2015 | ICAART | Fast Item-Based Collaborative Filtering. | David Ben-Shimon, Lior Rokach, Bracha Shapira, Guy Shani |
| 2014 | ECAI | On The Properties of Belief Tracking for Online Contingent Planning using Regression. | Ronen I. Brafman, Guy Shani |
| 2014 | ECAI | Privacy Preserving Landmark Detection. | Shlomi Maliah, Guy Shani, Roni Stern |
| 2014 | EDM | EduRank: A Collaborative Filtering Approach to Personalization in E-learning. | Avi Segal, Ziv Katzir, Kobi Gal, Guy Shani, Bracha Shapira |
| 2013 | AAAI | Qualitative Planning under Partial Observability in Multi-Agent Domains. | Ronen I. Brafman, Guy Shani, Shlomo Zilberstein |
| 2013 | RecSys | Leveraging the citation graph to recommend keywords. | Ido Blank, Lior Rokach, Guy Shani |
| 2013 | RecSys | Recommending improved configurations for complex objects with an application in travel planning. | Amihai Savir, Ronen I. Brafman, Guy Shani |
| 2013 | SAC | Recommending insurance riders. | Lior Rokach, Guy Shani, Bracha Shapira, Eyal Chapnik, Gali Siboni |
| 2013 | SIGIR | Displaying relevance scores for search results. | Guy Shani, Noam Tractinsky |
| 2012 | AAAI | A Multi-Path Compilation Approach to Contingent Planning. | Ronen I. Brafman, Guy Shani |
| 2012 | CIKM | TALMUD: transfer learning for multiple domains. | Orly Moreno, Bracha Shapira, Lior Rokach, Guy Shani |
| 2011 | IJCAI | Replanning in Domains with Partial Information and Sensing Actions. | Guy Shani, Ronen I. Brafman |
| 2011 | RecSys | Using Wikipedia to boost collaborative filtering techniques. | Gilad Katz, Nir Ofek, Bracha Shapira, Lior Rokach, Guy Shani |
| 2010 | RecSys | Tutorial on evaluating recommender systems. | Guy Shani |
| 2009 | ICDM | Hierarchical Probabilistic Segmentation of Discrete Events. | Guy Shani, Christopher Meek, Asela Gunawardana |
| 2009 | IJCAI | Topological Order Planner for POMDPs. | Jilles Steeve Dibangoye, Guy Shani, Brahim Chaib-draa, Abdel-Illah Mouaddib |
| 2009 | IJCAI | Bayesian Real-Time Dynamic Programming. | Scott Sanner, Robby Goetschalckx, Kurt Driessens, Guy Shani |
| 2009 | IUI | Searching large indexes on tiny devices: optimizing binary search with character pinning. | Guy Shani, Christopher Meek, Tim Paek, Bo Thiesson, Gina Danielle Venolia |
| 2008 | RecSys | Mining recommendations from the web. | Guy Shani, David Maxwell Chickering, Christopher Meek |
| 2007 | AAAI | Scaling Up: Solving POMDPs through Value Based Clustering. | Yan Virin, Guy Shani, Solomon Eyal Shimony, Ronen I. Brafman |
| 2007 | AAAI | Scaling Up: Solving POMDPs through Value Based Clustering. | Yan Virin, Guy Shani, Solomon Eyal Shimony, Ronen I. Brafman |
| 2007 | CIDM | Establishing User Profiles in the MediaScout Recommender System. | Guy Shani, Lior Rokach, Amnon Meisels, Lihi Naamani, Nischal M. Piratla, David Ben-Shimon |
| 2007 | IJCAI | Forward Search Value Iteration for POMDPs. | Guy Shani, Ronen I. Brafman, Solomon Eyal Shimony |
| 2002 | UAI | An MDP-based Recommender System. | Guy Shani, Ronen I. Brafman, David Heckerman |