| 2023 | CIKM | GraphERT- Transformers-based Temporal Dynamic Graph Embedding. | Moran Beladev, Gilad Katz, Lior Rokach, Uriel Singer, Kira Radinsky |
| 2023 | ICDM | Feedback Decision Transformer: Offline Reinforcement Learning With Feedback. | Liad Giladi, Gilad Katz |
| 2022 | AAAI | Q-Ball: Modeling Basketball Games Using Deep Reinforcement Learning. | Chen Yanai, Adir Solomon, Gilad Katz, Bracha Shapira, Lior Rokach |
| 2022 | ACL | Few-Shot Tabular Data Enrichment Using Fine-Tuned Transformer Architectures. | Asaf Harari, Gilad Katz |
| 2022 | ISSTA | jTrans: jump-aware transformer for binary code similarity detection. | Hao Wang, Wenjie Qu, Gilad Katz, Wenyu Zhu, Zeyu Gao, Han Qiu, Jianwei Zhuge, Chao Zhang |
| 2021 | IJCNN | Hierarchical Deep Reinforcement Learning Approach for Multi-Objective Scheduling With Varying Queue Sizes. | Yoni Birman, Ziv Ido, Gilad Katz, Asaf Shabtai |
| 2020 | CCGRID | Cost-Effective Malware Detection as a Service Over Serverless Cloud Using Deep Reinforcement Learning. | Yoni Birman, Shaked Hindi, Gilad Katz, Asaf Shabtai |
| 2020 | CIKM | tdGraphEmbed: Temporal Dynamic Graph-Level Embedding. | Moran Beladev, Lior Rokach, Gilad Katz, Ido Guy, Kira Radinsky |
| 2020 | CIKM | MetaTPOT: Enhancing A Tree-based Pipeline Optimization Tool Using Meta-Learning. | Doron Laadan, Roman Vainshtein, Yarden Curiel, Gilad Katz, Lior Rokach |
| 2020 | KDD | DeepLine: AutoML Tool for Pipelines Generation using Deep Reinforcement Learning and Hierarchical Actions Filtering. | Yuval Heffetz, Roman Vainshtein, Gilad Katz, Lior Rokach |
| 2019 | CIKM | AutoGRD: Model Recommendation Through Graphical Dataset Representation. | Noy Cohen-Shapira, Lior Rokach, Bracha Shapira, Gilad Katz, Roman Vainshtein |
| 2018 | CIKM | A Hybrid Approach for Automatic Model Recommendation. | Roman Vainshtein, Asnat Greenstein-Messica, Gilad Katz, Bracha Shapira, Lior Rokach |
| 2016 | ICDM | ExploreKit: Automatic Feature Generation and Selection. | Gilad Katz, Eui Chul Richard Shin, Dawn Song |
| 2015 | ICSE | Sensor-Based Approach for Predicting Departure Time of Smartphone Users. | Ron Biton, Gilad Katz, Asaf Shabtai |
| 2015 | PAKDD | Sentiment Analysis in Transcribed Utterances. | Nir Ofek, Gilad Katz, Bracha Shapira, Yedidya Bar-Zev |
| 2014 | SIGIR | Wikipedia-based query performance prediction. | Gilad Katz, Anna Shtok, Oren Kurland, Bracha Shapira, Lior Rokach |
| 2012 | ICDM | ConfDTree: Improving Decision Trees Using Confidence Intervals. | Gilad Katz, Asaf Shabtai, Lior Rokach, Nir Ofek |
| 2011 | ISI | Analyzing group communication for preventing data leakage via email. | Polina Zilberman, Shlomi Dolev, Gilad Katz, Yuval Elovici, Asaf Shabtai |
| 2011 | RecSys | Using Wikipedia to boost collaborative filtering techniques. | Gilad Katz, Nir Ofek, Bracha Shapira, Lior Rokach, Guy Shani |