Julia Stoyanovich
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
66
Venues
18
Active years
2004–2026
Best venue rank
A*
Where they publish
Papers
66 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | EDBT | Seasoning Data Modeling Education with GARLIC: A Participatory Co-Design Framework. | Viktoriia Makovska, Ihor Michurin, Mariia Tokhtamysh, George Fletcher, Julia Stoyanovich |
| 2025 | AAAI | Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice. | Andrew Bell, Julia Stoyanovich |
| 2025 | AAAI | We Are AI: Taking Control of Technology. | Julia Stoyanovich, Armanda Lewis, Eric Corbett, Lucius E. J. Bynum, Lucas Rosenblatt, Falaah Arif Khan |
| 2025 | AAAI | Using Case Studies to Teach Responsible AI to Industry Practitioners. | Julia Stoyanovich, Rodrigo Kreis de Paula, Armanda Lewis, Chloe Zheng |
| 2025 | ECAI | From Benchmarking to Understanding FairML. | Mykola Pechenizkiy, Hilde J. P. Weerts, Cassio de Campos, Yuya Sasaki, Julia Stoyanovich |
| 2025 | EMNLP | SAFENUDGE: Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs. | Joo Fonseca, Andrew Bell, Julia Stoyanovich |
| 2024 | AAAI | A Simple and Practical Method for Reducing the Disparate Impact of Differential Privacy. | Lucas Rosenblatt, Julia Stoyanovich, Christopher Musco |
| 2024 | CHI | Making Transparency Influencers: A Case Study of an Educational Approach to Improve Responsible AI Practices in News and Media. | Andrew Bell, Julia Stoyanovich |
| 2024 | IJCAI | A New Paradigm for Counterfactual Reasoning in Fairness and Recourse. | Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich |
| 2024 | SIGMOD | The Game Of Recourse: Simulating Algorithmic Recourse over Time to Improve Its Reliability and Fairness. | Andrew Bell, Joo Fonseca, Julia Stoyanovich |
| 2024 | SIGMOD | Responsible Model Selection with Virny and VirnyView. | Denys Herasymuk, Falaah Arif Khan, Julia Stoyanovich |
| 2023 | AAAI | Counterfactuals for the Future. | Lucius E. J. Bynum, Joshua R. Loftus, Julia Stoyanovich |
| 2023 | CHI | The Algorithmic Transparency Playbook: A Stakeholder-first Approach to Creating Transparency for Your Organization's Algorithms. | Andrew Bell, Oded Nov, Julia Stoyanovich |
| 2023 | ICDE | Automated Data Cleaning Can Hurt Fairness in Machine Learning-based Decision Making. | Shubha Guha, Falaah Arif Khan, Julia Stoyanovich, Sebastian Schelter |
| 2023 | WWW | Tutorials at The Web Conference 2023. | Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espn-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Kk-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne R. Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu |
| 2023 | SIGMOD | Personal Data for Personal Use: Vision or Reality? | Xin Luna Dong, Bo Li, Julia Stoyanovich, Anthony Kum Hoe Tung, Gerhard Weikum, Alon Y. Halevy, Wang-Chiew Tan |
| 2023 | SIGMOD | Fairness in Ranking: From Values to Technical Choices and Back. | Julia Stoyanovich, Meike Zehlike, Ke Yang |
| 2022 | AIES | Resume Format, LinkedIn URLs and Other Unexpected Influences on AI Personality Prediction in Hiring: Results of an Audit. | Alene K. Rhea, Kelsey Markey, Lauren D'Arinzo, Hilke Schellmann, Mona Sloane, Paul Squires, Julia Stoyanovich |
| 2022 | ICDE | Temporal Regular Path Queries. | Marcelo Arenas, Pedro Bahamondes, Amir Aghasadeghi, Julia Stoyanovich |
| 2021 | CIDR | Lightweight Inspection of Data Preprocessing in Native Machine Learning Pipelines. | Stefan Grafberger, Julia Stoyanovich, Sebastian Schelter |
| 2021 | EDBT | The Many Facets of Data Equity. | H. V. Jagadish, Julia Stoyanovich, Bill Howe |
| 2021 | ICDT | Comparing Apples and Oranges: Fairness and Diversity in Ranking (Invited Talk). | Julia Stoyanovich |
| 2021 | SIGMOD | MLINSPECT: A Data Distribution Debugger for Machine Learning Pipelines. | Stefan Grafberger, Shubha Guha, Julia Stoyanovich, Sebastian Schelter |
| 2020 | EDBT | Zooming Out on an Evolving Graph. | Amir Aghasadeghi, Vera Zaychik Moffitt, Sebastian Schelter, Julia Stoyanovich |
| 2020 | EDBT | FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions. | Sebastian Schelter, Yuxuan He, Jatin Khilnani, Julia Stoyanovich |
| 2019 | CaiSE | TransFAT: Translating Fairness, Accountably and Transparency into Data Science Practice. | Julia Stoyanovich |
| 2019 | CIKM | MithraLabel: Flexible Dataset Nutritional Labels for Responsible Data Science. | Chenkai Sun, Abolfazl Asudeh, H. V. Jagadish, Bill Howe, Julia Stoyanovich |
| 2019 | IJCAI | Balanced Ranking with Diversity Constraints. | Ke Yang, Vasilis Gkatzelis, Julia Stoyanovich |
| 2019 | SIGMOD | Designing Fair Ranking Schemes. | Abolfazl Asudeh, H. V. Jagadish, Julia Stoyanovich, Gautam Das |
| 2019 | SIGMOD | MithraRanking: A System for Responsible Ranking Design. | Yifan Guan, Abolfazl Asudeh, Pranav Mayuram, H. V. Jagadish, Julia Stoyanovich, Gerome Miklau, Gautam Das |
| 2019 | SIGMOD | The Responsibility Challenge for Data. | H. V. Jagadish, Francesco Bonchi, Tina Eliassi-Rad, Lise Getoor, Krishna P. Gummadi, Julia Stoyanovich |
| 2018 | AAAI | Probabilistic Inference Over Repeated Insertion Models. | Batya Kenig, Lovro Ilijasic, Haoyue Ping, Benny Kimelfeld, Julia Stoyanovich |
| 2018 | EDBT | Online Set Selection with Fairness and Diversity Constraints. | Julia Stoyanovich, Ke Yang, H. V. Jagadish |
| 2018 | IJCAI | Computational Social Choice Meets Databases. | Benny Kimelfeld, Phokion G. Kolaitis, Julia Stoyanovich |
| 2018 | SIGMOD | Generating Evolving Property Graphs with Attribute-Aware Preferential Attachment. | Amir Aghasadeghi, Julia Stoyanovich |
| 2018 | SIGMOD | A Query Engine for Probabilistic Preferences. | Uzi Cohen, Batya Kenig, Haoyue Ping, Benny Kimelfeld, Julia Stoyanovich |
| 2018 | SIGMOD | Special Session: A Technical Research Agenda in Data Ethics and Responsible Data Management. | Julia Stoyanovich, Bill Howe, H. V. Jagadish |
| 2018 | SIGMOD | A Nutritional Label for Rankings. | Ke Yang, Julia Stoyanovich, Abolfazl Asudeh, Bill Howe, H. V. Jagadish, Gerome Miklau |
| 2018 | VLDB | MobilityMirror: Bias-Adjusted Transportation Datasets. | Luke Rodriguez, Babak Salimi, Haoyue Ping, Julia Stoyanovich, Bill Howe |
| 2018 | VLDB | Zooming in on NYC Taxi Data with Portal. | Julia Stoyanovich, Matthew Gilbride, Vera Zaychik Moffitt |
| 2017 | EDBT | Towards sequenced semantics for evolving graphs. | Vera Zaychik Moffitt, Julia Stoyanovich |
| 2017 | PODS | Querying Probabilistic Preferences in Databases. | Batya Kenig, Benny Kimelfeld, Haoyue Ping, Julia Stoyanovich |
| 2017 | SSDBM | DataSynthesizer: Privacy-Preserving Synthetic Datasets. | Haoyue Ping, Julia Stoyanovich, Bill Howe |
| 2017 | SSDBM | Fides: Towards a Platform for Responsible Data Science. | Julia Stoyanovich, Bill Howe, Serge Abiteboul, Gerome Miklau, Arnaud Sahuguet, Gerhard Weikum |
| 2017 | SSDBM | Measuring Fairness in Ranked Outputs. | Ke Yang, Julia Stoyanovich |
| 2016 | EDBT | Data Responsibly: Fairness, Neutrality and Transparency in Data Analysis. | Julia Stoyanovich, Serge Abiteboul, Gerome Miklau |
| 2016 | WWW | Towards a Distributed Infrastructure for Evolving Graph Analytics. | Vera Zaychik Moffitt, Julia Stoyanovich |
| 2015 | SIGMOD | Collaborative Access Control in WebdamLog. | Vera Zaychik Moffitt, Julia Stoyanovich, Serge Abiteboul, Gerome Miklau |
| 2013 | CIDR | Understanding the Structure of Ranked Data. | Julia Stoyanovich |
| 2013 | CIDR | Understanding Local Structure in Ranked Datasets. | Julia Stoyanovich, Sihem Amer-Yahia, Susan B. Davidson, Marie Jacob, Tova Milo |
| 2013 | ICCBR | Learning Feature Weights from Positive Cases. | Sidath Gunawardena, Rosina O. Weber, Julia Stoyanovich |
| 2013 | SIGMOD | Rule-based application development using Webdamlog. | Serge Abiteboul, milien Antoine, Gerome Miklau, Julia Stoyanovich, Jules Testard |
| 2013 | SSDBM | Search and result presentation in scientific workflow repositories. | Susan B. Davidson, Xiaocheng Huang, Julia Stoyanovich, Xiaojie Yuan |
| 2013 | SSDBM | Learning to explore scientific workflow repositories. | Julia Stoyanovich, Paramveer S. Dhillon, Susan B. Davidson, Brian Lyons |
| 2012 | ICDE | Viewing the Web as a Distributed Knowledge Base. | Serge Abiteboul, milien Antoine, Julia Stoyanovich |
| 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 | EDBT | Making interval-based clustering rank-aware. | Julia Stoyanovich, Sihem Amer-Yahia, Tova Milo |
| 2011 | ICDE | Deriving probabilistic databases with inference ensembles. | Julia Stoyanovich, Susan B. Davidson, Tova Milo, Val Tannen |
| 2011 | ICDT | On provenance and privacy. | Susan B. Davidson, Sanjeev Khanna, Sudeepa Roy, Julia Stoyanovich, Val Tannen, Yi Chen |
| 2011 | SIGMOD | SkylineSearch: semantic ranking and result visualization for pubmed. | Julia Stoyanovich, Mayur Lodha, William Mee, Kenneth A. Ross |
| 2010 | ICDE | Semantic ranking and result visualization for life sciences publications. | Julia Stoyanovich, William Mee, Kenneth A. Ross |
| 2009 | CIKM | Rank-aware clustering of structured datasets. | Julia Stoyanovich, Sihem Amer-Yahia |
| 2008 | EDBT | Schema polynomials and applications. | Kenneth A. Ross, Julia Stoyanovich |
| 2008 | SIGMOD | From del.icio.us to x.qui.site: recommendations in social tagging sites. | Sihem Amer-Yahia, Alban Galland, Julia Stoyanovich, Cong Yu |
| 2005 | VLDB | A Faceted Query Engine Applied to Archaeology. | Kenneth A. Ross, Angel Janevski, Julia Stoyanovich |
| 2004 | VLDB | Symmetric Relations and Cardinality-Bounded Multisets in Database Systems. | Kenneth A. Ross, Julia Stoyanovich |