| 2026 | EACL | Detecting (Un)answerability in Large Language Models with Linear Directions. | Maor Juliet Lavi, Tova Milo, Mor Geva |
| 2026 | EDBT | Automating Efficient Data Collection through the Synergy of Agentic AI and Active Learning. | Yael Einy, Guy Dar, Slava Novgorodov, Tova Milo, Nave Frost |
| 2026 | SIGMOD | Teaching a New Dog Old Tricks: Reusing Data Management Principles in the Age of LLMs. | Tova Milo |
| 2025 | EDBT | LINX: A Language Driven Generative System for Goal-Oriented Automated Data Exploration. | Tavor Lipman, Tova Milo, Amit Somech, Tomer Wolfson, Oz Zafar |
| 2025 | SIGMOD | Sentence to Model: Cost-Effective Data Collection LLM Agent. | Yael Einy, Guy Dar, Slava Novgorodov, Tova Milo |
| 2025 | SIGMOD | Demonstration of DPClustX: Differentially Private Explanations for Clusters. | Amir Gilad, Tova Milo, Kathy Razmadze, Ron Zadicario |
| 2024 | SIGMOD | ASQP-RL Demo: Learning Approximation Sets for Exploratory Queries. | Susan B. Davidson, Tova Milo, Kathy Razmadze, Gal Zeevi |
| 2023 | EDBT | Efficiently Archiving Photos under Storage Constraints. | Susan B. Davidson, Shay Gershtein, Tova Milo, Slava Novgorodov, May Shoshan |
| 2023 | ICDE | Selecting Sub-tables for Data Exploration. | Yael Amsterdamer, Susan B. Davidson, Tova Milo, Kathy Razmadze, Amit Somech |
| 2023 | SIGMOD | ATENA-PRO: Generating Personalized Exploration Notebooks with Constrained Reinforcement Learning. | Tavor Lipman, Tova Milo, Amit Somech |
| 2022 | ICDT | On the Hardness of Category Tree Construction. | Shay Gershtein, Uri Avron, Ido Guy, Tova Milo, Slava Novgorodov |
| 2022 | SIGMOD | Automated Category Tree Construction in E-Commerce. | Uri Avron, Shay Gershtein, Ido Guy, Tova Milo, Slava Novgorodov |
| 2022 | SIGMOD | Classifier Construction Under Budget Constraints. | Shay Gershtein, Tova Milo, Slava Novgorodov, Kathy Razmadze |
| 2022 | SIGMOD | SubTab: Data Exploration with Informative Sub-Tables. | Kathy Razmadze, Yael Amsterdamer, Amit Somech, Susan B. Davidson, Tova Milo |
| 2021 | EDBT | Multi-Objective Influence Maximization. | Shay Gershtein, Tova Milo, Brit Youngmann |
| 2021 | EDBT | Fixing Wikipedia Interlinks Using Revision History Patterns. | Tova Milo, Slava Novgorodov, Kathy Razmadze |
| 2021 | ICDE | SubDEx: Exploring Ratings in Subjective Databases. | Sihem Amer-Yahia, Tova Milo, Brit Youngmann |
| 2021 | ICDE | ConCaT: Construction of Category Trees from Search Queries in E-Commerce. | Uri Avron, Shay Gershtein, Ido Guy, Tova Milo, Slava Novgorodov |
| 2021 | ICDE | Improving Constrained Search Results By Data Melioration. | Ido Guy, Tova Milo, Slava Novgorodov, Brit Youngmann |
| 2021 | SIGMOD | Exploring Ratings in Subjective Databases. | Sihem Amer-Yahia, Tova Milo, Brit Youngmann |
| 2020 | CIDR | Towards Autonomous, Hands-Free Data Exploration. | Ori Bar El, Tova Milo, Amit Somech |
| 2020 | EDBT | Inventory Reduction via Maximal Coverage in E-Commerce. | Shay Gershtein, Tova Milo, Slava Novgorodov |
| 2020 | EDBT | Incremental Based Framework for Efficient Top-K Similarity Search in Interactive Data Analysis Sessions. | Amit Somech, Tova Milo, Oded Elbaz |
| 2020 | ICDE | Contribution Maximization in Probabilistic Datalog. | Tova Milo, Yuval Moskovitch, Brit Youngmann |
| 2020 | ICDE | Toward Recommendation for Upskilling: Modeling Skill Improvement and Item Difficulty in Action Sequences. | Kazutoshi Umemoto, Tova Milo, Masaru Kitsuregawa |
| 2020 | SIGMOD | Automatically Generating Data Exploration Sessions Using Deep Reinforcement Learning. | Ori Bar El, Tova Milo, Amit Somech |
| 2020 | SIGMOD | Minimization of Classifier Construction Cost for Search Queries. | Shay Gershtein, Tova Milo, Gefen Morami, Slava Novgorodov |
| 2020 | SIGMOD | MC3: A System for Minimization of Classifier Construction Cost. | Shay Gershtein, Tova Milo, Gefen Morami, Slava Novgorodov |
| 2020 | SIGMOD | Automating Exploratory Data Analysis via Machine Learning: An Overview. | Tova Milo, Amit Somech |
| 2019 | CIKM | Declarative User Selection with Soft Constraints. | Yael Amsterdamer, Tova Milo, Amit Somech, Brit Youngmann |
| 2019 | CIKM | ATENA: An Autonomous System for Data Exploration Based on Deep Reinforcement Learning. | Ori Bar El, Tova Milo, Amit Somech |
| 2019 | CIKM | ReducE-Comm: Effective Inventory Reduction System for E-Commerce. | Shay Gershtein, Tova Milo, Slava Novgorodov |
| 2019 | CIKM | PODIUM: Probabilistic Datalog Analysis via Contribution Maximization. | Tova Milo, Yuval Moskovitch, Brit Youngmann |
| 2019 | EDBT | Query Driven Data Labeling with Experts: Why Pay Twice? | Eyal Dushkin, Shay Gershtein, Tova Milo, Slava Novgorodov |
| 2019 | EDBT | Predicting "What is Interesting" by Mining Interactive-Data-Analysis Session Logs. | Amit Somech, Tova Milo, Chai Ozeri |
| 2019 | EDBT | Boosting SimRank with Semantics. | Brit Youngmann, Tova Milo, Amit Somech |
| 2019 | ICDE | Explaining Queries Over Web Tables to Non-experts. | Jonathan Berant, Daniel Deutch, Amir Globerson, Tova Milo, Tomer Wolfson |
| 2019 | ICDE | Just in Time: Personal Temporal Insights for Altering Model Decisions. | Naama Boer, Daniel Deutch, Nave Frost, Tova Milo |
| 2019 | ICDE | SimMeme: A Search Engine for Internet Memes. | Tova Milo, Amit Somech, Brit Youngmann |
| 2018 | CIKM | Preserving Privacy of Fraud Detection Rule Sharing Using Intel's SGX. | Daniel Deutch, Yehonatan Ginzberg, Tova Milo |
| 2018 | CIKM | IM Balanced: Influence Maximization Under Balance Constraints. | Shay Gershtein, Tova Milo, Brit Youngmann, Gal Zeevi |
| 2018 | DATA | Data-Driven Crowdsourcing. | Tova Milo |
| 2018 | EDBT | Interactive Rule Refinement for Fraud Detection. | Tova Milo, Slava Novgorodov, Wang-Chiew Tan |
| 2018 | ICDE | Machine Learning to Data Management: A Round Trip. | Laure Berti-quille, Angela Bonifati, Tova Milo |
| 2018 | ICDE | Rule Sharing for Fraud Detection via Adaptation. | Ariel Jarovsky, Tova Milo, Slava Novgorodov, Wang-Chiew Tan |
| 2018 | KDD | Next-Step Suggestions for Modern Interactive Data Analysis Platforms. | Tova Milo, Amit Somech |
| 2018 | SIGMOD | Top-k Sorting Under Partial Order Information. | Eyal Dushkin, Tova Milo |
| 2018 | SIGMOD | Deep Reinforcement-Learning Framework for Exploratory Data Analysis. | Tova Milo, Amit Somech |
| 2017 | CIDR | A Model for Fine-Grained Data Citation. | Susan B. Davidson, Daniel Deutch, Tova Milo, Gianmaria Silvello |
| 2017 | CIKM | SimMeme: Semantic-Based Meme Search. | Maya Ekron, Tova Milo, Brit Youngmann |
| 2017 | ICDE | DANCE: Data Cleaning with Constraints and Experts. | Ahmad Assadi, Tova Milo, Slava Novgorodov |
| 2017 | ICDT | Top-k Querying of Unknown Values under Order Constraints. | Antoine Amarilli, Yael Amsterdamer, Tova Milo, Pierre Senellart |
| 2017 | ICDT | The Smart Crowd - Learning from the Ones Who Know (Invited Talk). | Tova Milo |
| 2017 | PODS | Data Citation: A Computational Challenge. | Susan B. Davidson, Peter Buneman, Daniel Deutch, Tova Milo, Gianmaria Silvello |
| 2016 | EDBT | PROX: Approximated Summarization of Data Provenance. | Eleanor Ainy, Pierre Bourhis, Susan B. Davidson, Daniel Deutch, Tova Milo |
| 2016 | ICDT | Filtering With the Crowd: CrowdScreen Revisited. | Benot Groz, Ezra Levin, Isaac Meilijson, Tova Milo |
| 2016 | SIGMOD | An Efficient MapReduce Cube Algorithm for Varied DataDistributions. | Tova Milo, Eyal Altshuler |
| 2016 | SIGMOD | REACT: Context-Sensitive Recommendations for Data Analysis. | Tova Milo, Amit Somech |
| 2015 | CIDR | Managing General and Individual Knowledge in Crowd Mining Applications. | Yael Amsterdamer, Susan B. Davidson, Anna Kukliansky, Tova Milo, Slava Novgorodov, Amit Somech |
| 2015 | CIKM | Approximated Summarization of Data Provenance. | Eleanor Ainy, Pierre Bourhis, Susan B. Davidson, Daniel Deutch, Tova Milo |
| 2015 | EDBT | Dismantling Complicated Query Attributes with Crowd. | Matan Laadan, Tova Milo |
| 2015 | ICDE | Data-driven crowdsourcing: Management, mining, and applications. | Lei Chen, Dongwon Lee, Tova Milo |
| 2015 | ICDE | Answering regular path queries on workflow provenance. | Xiaocheng Huang, Zhuowei Bao, Susan B. Davidson, Tova Milo, Xiaojie Yuan |
| 2015 | ICDT | Answering Conjunctive Queries with Inequalities. | Paraschos Koutris, Tova Milo, Sudeepa Roy, Dan Suciu |
| 2015 | PODS | Skyline Queries with Noisy Comparisons. | Benot Groz, Tova Milo |
| 2015 | SIGMOD | NL | Yael Amsterdamer, Anna Kukliansky, Tova Milo |
| 2015 | SIGMOD | Query-Oriented Data Cleaning with Oracles. | Moria Bergman, Tova Milo, Slava Novgorodov, Wang Chiew Tan |
| 2015 | SIGMOD | From Good Research to Good Papers: A Personal Journey. | Tova Milo |
| 2014 | DASFAA | Uncertainty in Crowd Data Sourcing Under Structural Constraints. | Antoine Amarilli, Yael Amsterdamer, Tova Milo |
| 2014 | ICDT | On the Complexity of Mining Itemsets from the Crowd Using Taxonomies. | Antoine Amarilli, Yael Amsterdamer, Tova Milo |
| 2014 | ICDT | Circuits for Datalog Provenance. | Daniel Deutch, Tova Milo, Sudeepa Roy, Val Tannen |
| 2014 | SIGMOD | OASSIS: query driven crowd mining. | Yael Amsterdamer, Susan B. Davidson, Tova Milo, Slava Novgorodov, Amit Somech |
| 2014 | SIGMOD | A sample-and-clean framework for fast and accurate query processing on dirty data. | Jiannan Wang, Sanjay Krishnan, Michael J. Franklin, Ken Goldberg, Tim Kraska, Tova Milo |
| 2013 | CIDR | Caravan: Provisioning for What-If Analysis. | Daniel Deutch, Zachary G. Ives, Tova Milo, Val Tannen |
| 2013 | CIDR | Understanding Local Structure in Ranked Datasets. | Julia Stoyanovich, Sihem Amer-Yahia, Susan B. Davidson, Marie Jacob, Tova Milo |
| 2013 | DEXA | Making Collective Wisdom Wiser. | Tova Milo |
| 2013 | EDBT | In the Mood4: recommendation by examples. | Rubi Boim, Tova Milo |
| 2013 | ICDE | CrowdPlanr: Planning made easy with crowd. | Ilia Lotosh, Tova Milo, Slava Novgorodov |
| 2013 | ICDT | Using the crowd for top-k and group-by queries. | Susan B. Davidson, Sanjeev Khanna, Tova Milo, Sudeepa Roy |
| 2013 | ICDT | A propagation model for provenance views of public/private workflows. | Susan B. Davidson, Tova Milo, Sudeepa Roy |
| 2013 | PODS | The ACM PODS Alberto O. Mendelzon test-of-time award 2013. | Michael Benedikt, Tova Milo, Dirk Van Gucht |
| 2013 | SIGMOD | Crowd mining. | Yael Amsterdamer, Yael Grossman, Tova Milo, Pierre Senellart |
| 2012 | ICDE | Asking the Right Questions in Crowd Data Sourcing. | Rubi Boim, Ohad Greenshpan, Tova Milo, Slava Novgorodov, Neoklis Polyzotis, Wang Chiew Tan |
| 2012 | ICDT | Finding optimal probabilistic generators for XML collections. | Serge Abiteboul, Yael Amsterdamer, Daniel Deutch, Tova Milo, Pierre Senellart |
| 2012 | WWW | Declarative platform for data sourcing games. | Daniel Deutch, Ohad Greenshpan, Boris Kostenko, Tova Milo |
| 2012 | SIGMOD | Auto-completion learning for XML. | Serge Abiteboul, Yael Amsterdamer, Tova Milo, Pierre Senellart |
| 2012 | SIGMOD | Mob data sourcing. | Daniel Deutch, Tova Milo |
| 2011 | CIDR | Enabling Privacy in Provenance-Aware Workflow Systems. | Susan B. Davidson, Sanjeev Khanna, Val Tannen, Sudeepa Roy, Yi Chen, Tova Milo, Julia Stoyanovich |
| 2011 | CIKM | Diversification and refinement in collaborative filtering recommender. | Rubi Boim, Tova Milo, Slava Novgorodov |
| 2011 | EDBT | Making interval-based clustering rank-aware. | Julia Stoyanovich, Sihem Amer-Yahia, Tova Milo |
| 2011 | ICDE | Methods for boosting recommender systems. | Rubi Boim, Tova Milo |
| 2011 | ICDE | DiRec: Diversified recommendations for semantic-less Collaborative Filtering. | Rubi Boim, Tova Milo, Slava Novgorodov |
| 2011 | ICDE | Using Markov Chain Monte Carlo to play Trivia. | Daniel Deutch, Ohad Greenshpan, Boris Kostenko, Tova Milo |
| 2011 | ICDE | Deriving probabilistic databases with inference ensembles. | Julia Stoyanovich, Susan B. Davidson, Tova Milo, Val Tannen |
| 2011 | PODS | On provenance minimization. | Yael Amsterdamer, Daniel Deutch, Tova Milo, Val Tannen |
| 2011 | PODS | Provenance views for module privacy. | Susan B. Davidson, Sanjeev Khanna, Tova Milo, Debmalya Panigrahi, Sudeepa Roy |
| 2011 | PODS | A quest for beauty and wealth (or, business processes for database researchers). | Daniel Deutch, Tova Milo |
| 2011 | SIGMOD | Labeling recursive workflow executions on-the-fly. | Zhuowei Bao, Susan B. Davidson, Tova Milo |
| 2010 | EDBT | BP-Ex: a uniform query engine for business process execution traces. | Eran Balan, Tova Milo, Tal Sterenzy |
| 2010 | ICDE | Navigating through Mashed-up Applications with COMPASS. | Daniel Deutch, Ohad Greenshpan, Tova Milo |
| 2010 | PODS | On probabilistic fixpoint and Markov chain query languages. | Daniel Deutch, Christoph Koch, Tova Milo |
| 2009 | EDBT | Optimized union of non-disjoint distributed data sets. | Itay Dar, Tova Milo, Elad Verbin |
| 2009 | ICDE | MatchUp: Autocompletion for Mashups. | Serge Abiteboul, Ohad Greenshpan, Tova Milo, Neoklis Polyzotis |
| 2009 | ICDE | Evaluating TOP-K Queries over Business Processes. | Daniel Deutch, Tova Milo |
| 2009 | ICDT | TOP-K projection queries for probabilistic business processes. | Daniel Deutch, Tova Milo |
| 2008 | SIGMOD | Enriching topic-based publish-subscribe systems with related content. | Rubi Boim, Tova Milo |
| 2007 | ICDE | On-Line Index Selection for Shifting Workloads. | Karl Schnaitter, Serge Abiteboul, Tova Milo, Neoklis Polyzotis |
| 2007 | ICDT | Compact Samples for Data Dissemination. | Tova Milo, Assaf Sagi, Elad Verbin |
| 2007 | PODS | Reasoning about XML update constraints. | Bogdan Cautis, Serge Abiteboul, Tova Milo |
| 2007 | SIGMOD | Query-based monitoring of BPEL business processes. | Catriel Beeri, Anat Eyal, Tova Milo, Alon Pilberg |
| 2007 | SIGMOD | Boosting topic-based publish-subscribe systems with dynamic clustering. | Tova Milo, Tal Zur, Elad Verbin |
| 2007 | VLDB | Monitoring Business Processes with Queries. | Catriel Beeri, Anat Eyal, Tova Milo, Alon Pilberg |
| 2006 | SIGMOD | COLT: continuous on-line tuning. | Karl Schnaitter, Serge Abiteboul, Tova Milo, Neoklis Polyzotis |
| 2006 | VLDB | Querying Business Processes. | Catriel Beeri, Anat Eyal, Simon Kamenkovich, Tova Milo |
| 2005 | PODS | Diagnosis of asynchronous discrete event systems: datalog to the rescue! | Serge Abiteboul, Zo Abrams, Stefan Haar, Tova Milo |
| 2005 | PODS | Regular rewriting of active XML and unambiguity. | Serge Abiteboul, Tova Milo, Omar Benjelloun |
| 2005 | VLDB | Querying Business Processes with BP-QL. | Catriel Beeri, Anat Eyal, Simon Kamenkovich, Tova Milo |
| 2004 | FQAS | Active XML and Active Query Answers. | Serge Abiteboul, Omar Benjelloun, Tova Milo |
| 2004 | PODS | Positive Active XML. | Serge Abiteboul, Omar Benjelloun, Tova Milo |
| 2004 | SIGMOD | Lazy Query Evaluation for Active XML. | Serge Abiteboul, Omar Benjelloun, Bogdan Cautis, Ioana Manolescu, Tova Milo, Nicoleta Preda |
| 2004 | VLDB | An Electronic Patient Record "on Steroids": Distributed, Peer-to-Peer, Secure and Privacy-conscious. | Serge Abiteboul, Bogdan Alexe, Omar Benjelloun, Bogdan Cautis, Irini Fundulaki, Tova Milo, Arnaud Sahuguet |
| 2003 | SIGMOD | Dynamic XML documents with distribution and replication. | Serge Abiteboul, Angela Bonifati, Gregory Cobena, Ioana Manolescu, Tova Milo |
| 2003 | SIGMOD | Exchanging Intensional XML Data. | Tova Milo, Serge Abiteboul, Bernd Amann, Omar Benjelloun, Frederic Dang Ngoc |
| 2003 | VLDB | Schema-driven Customization of Web Services. | Serge Abiteboul, Bernd Amann, Jrme Baumgarten, Omar Benjelloun, Frederic Dang Ngoc, Tova Milo |
| 2003 | VLDB | Managing Distributed Workspaces with Active XML. | Serge Abiteboul, Jrme Baumgarten, Angela Bonifati, Gregory Cobena, Cosmin Cremarenco, Florin Dragan, Ioana Manolescu, Tova Milo, Nicoleta Preda |
| 2002 | PODS | Labeling Dynamic XML Trees. | Edith Cohen, Haim Kaplan, Tova Milo |
| 2002 | SODA | A comparison of labeling schemes for ancestor queries. | Haim Kaplan, Tova Milo, Ronen Shabo |
| 2002 | VLDB | Active XML: Peer-to-Peer Data and Web Services Integration. | Serge Abiteboul, Omar Benjelloun, Ioana Manolescu, Tova Milo, Roger Weber |
| 2002 | WISE | Web services and data integration. | Serge Abiteboul, Omar Benjelloun, Tova Milo |
| 2001 | LICS | Typechecking XML Views of Relational Databases. | Noga Alon, Tova Milo, Frank Neven, Dan Suciu, Victor Vianu |
| 2001 | PODS | XML with Data Values: Typechecking Revisited. | Noga Alon, Tova Milo, Frank Neven, Dan Suciu, Victor Vianu |
| 2001 | SODA | Compact labeling schemes for ancestor queries. | Serge Abiteboul, Haim Kaplan, Tova Milo |
| 2001 | WADS | Short and Simple Labels for Small Distances and Other Functions. | Haim Kaplan, Tova Milo |
| 2000 | PODS | Typechecking for XML Transformers. | Tova Milo, Dan Suciu, Victor Vianu |
| 1999 | ICDT | Schemas for Integration and Translation of Structured and Semi-structured Data. | Catriel Beeri, Tova Milo |
| 1999 | ICDT | Index Structures for Path Expressions. | Tova Milo, Dan Suciu |
| 1999 | PODS | Type Inference for Queries on Semistructured Data. | Tova Milo, Dan Suciu |
| 1999 | SIGMOD | Querying Network Directories. | H. V. Jagadish, Laks V. S. Lakshmanan, Tova Milo, Divesh Srivastava, Dimitra Vista |
| 1999 | VLDB | XML Repository and Active Views Demonstration. | Serge Abiteboul, Vincent Aguilera, Sbastien Ailleret, Bernd Amann, Sophie Cluet, Brendan Hills, Frdric Hubert, Jean-Claude Mamou, Amlie Marian, Laurent Mignet, Tova Milo, Cssio Souza dos Santos, Bruno Tessier, Anne-Marie Vercoustre |
| 1999 | VLDB | Active Views for Electronic Commerce. | Serge Abiteboul, Bernd Amann, Sophie Cluet, Anat Eyal, Laurent Mignet, Tova Milo |
| 1998 | VLDB | Using Schema Matching to Simplify Heterogeneous Data Translation. | Tova Milo, Sagit Zohar |
| 1997 | ICDT | Correspondence and Translation for Heterogeneous Data. | Serge Abiteboul, Sophie Cluet, Tova Milo |
| 1997 | PODS | Formal Models of Web Queries. | Alberto O. Mendelzon, Tova Milo |
| 1996 | PODS | On Genericity and Parametricity. | Catriel Beeri, Tova Milo, Paula Ta-Shma |
| 1995 | ICDT | An Algebra for Pomsets. | Stphane Grumbach, Tova Milo |
| 1995 | PODS | Algebras for Querying Text Regions. | Mariano P. Consens, Tova Milo |
| 1995 | PODS | Similarity-Based Queries. | H. V. Jagadish, Alberto O. Mendelzon, Tova Milo |
| 1995 | SIGMOD | A Database Interface for File Updates. | Serge Abiteboul, Sophie Cluet, Tova Milo |
| 1994 | PODS | Object Migration. | Alberto O. Mendelzon, Tova Milo, Emmanuel Waller |
| 1994 | SIGMOD | Optimizing Queries on Files. | Mariano P. Consens, Tova Milo |
| 1993 | PODS | Towards Tractable Algebras for Bags. | Stphane Grumbach, Tova Milo |
| 1993 | SIGMOD | On the Power of Algebras with Recursion. | Catriel Beeri, Tova Milo |
| 1993 | VLDB | Querying and Updating the File. | Serge Abiteboul, Sophie Cluet, Tova Milo |
| 1992 | PODS | Functional and Predicative Programming in OODB's. | Catriel Beeri, Tova Milo |
| 1991 | PODS | Subtyping in OODB's. | Catriel Beeri, Tova Milo |
| 1991 | VLDB | A Model for Active Object Oriented Databases. | Catriel Beeri, Tova Milo |