| 2025 | ACL | Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs. | Chenjun Xu, Bingbing Wen, Bin Han, Robert Wolfe, Lucy Lu Wang, Bill Howe |
| 2025 | AIES | Understanding Privacy Norms Around LLM-Based Chatbots: A Contextual Integrity Perspective. | Sarah Tran, Hongfan Lu, Isaac Slaughter, Bernease Herman, Aayushi Dangol, Yue Fu, Lufei Chen, Biniyam Gebreyohannes, Bill Howe, Alexis Hiniker, Nicholas M. Weber, Robert Wolfe |
| 2025 | ICML | Fragments to Facts: Partial-Information Fragment Inference from LLMs. | Lucas Rosenblatt, Bin Han, Robert Wolfe, Bill Howe |
| 2024 | AIES | Representation Bias of Adolescents in AI: A Bilingual, Bicultural Study. | Robert Wolfe, Aayushi Dangol, Bill Howe, Alexis Hiniker |
| 2024 | AIES | Dataset Scale and Societal Consistency Mediate Facial Impression Bias in Vision-Language AI. | Robert Wolfe, Aayushi Dangol, Alexis Hiniker, Bill Howe |
| 2024 | AIES | ML-EAT: A Multilevel Embedding Association Test for Interpretable and Transparent Social Science. | Robert Wolfe, Alexis Hiniker, Bill Howe |
| 2024 | CVPR | Label-Efficient Group Robustness via Out-of-Distribution Concept Curation. | Yiwei Yang, Anthony Z. Liu, Robert Wolfe, Aylin Caliskan, Bill Howe |
| 2024 | EMNLP | Characterizing LLM Abstention Behavior in Science QA with Context Perturbations. | Bingbing Wen, Bill Howe, Lucy Lu Wang |
| 2022 | WWW | Surj: Ontological Learning for Fast, Accurate, and Robust Hierarchical Multi-label Classification. | Sean T. Yang, Bill Howe |
| 2021 | EDBT | The Many Facets of Data Equity. | H. V. Jagadish, Julia Stoyanovich, Bill Howe |
| 2021 | SIGMOD | EquiTensors: Learning Fair Integrations of Heterogeneous Urban Data. | An Yan, Bill Howe |
| 2020 | AAAI | Fairness-Aware Demand Prediction for New Mobility. | An Yan, Bill Howe |
| 2020 | ICPR | JECL: Joint Embedding and Cluster Learning for Image-Text Pairs. | Sean T. Yang, Kuan-Hao Huang, Bill Howe |
| 2019 | CHI | Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations. | Dominik Moritz, Bill Howe, Jeffrey Heer |
| 2019 | CIDR | Database-Agnostic Workload Management. | Shrainik Jain, Jiaqi Yan, Thierry Cruanes, Bill Howe |
| 2019 | CIKM | MithraLabel: Flexible Dataset Nutritional Labels for Responsible Data Science. | Chenkai Sun, Abolfazl Asudeh, H. V. Jagadish, Bill Howe, Julia Stoyanovich |
| 2019 | ICDAR | Identifying the Central Figure of a Scientific Paper. | Sean T. Yang, Po-Shen Lee, Lia Kazakova, Abhishek Joshi, Bum Mook Oh, Jevin D. West, Bill Howe |
| 2019 | WWW | GraviTIE: Exploratory Analysis of Large-Scale Heterogeneous Image Collections. | Sean T. Yang, Luke Rodriguez, Jevin D. West, Bill Howe |
| 2019 | SIGMOD | Interventional Fairness: Causal Database Repair for Algorithmic Fairness. | Babak Salimi, Luke Rodriguez, Bill Howe, Dan Suciu |
| 2018 | IJCAI | EZLearn: Exploiting Organic Supervision in Automated Data Annotation. | Maxim Grechkin, Hoifung Poon, Bill Howe |
| 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 |
| 2017 | CHI | Voyager 2: Augmenting Visual Analysis with Partial View Specifications. | Kanit Wongsuphasawat, Zening Qu, Dominik Moritz, Riley Chang, Felix Ouk, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer |
| 2017 | CIDR | The Myria Big Data Management and Analytics System and Cloud Services. | Jingjing Wang, Tobin Baker, Magdalena Balazinska, Daniel Halperin, Brandon Haynes, Bill Howe, Dylan Hutchison, Shrainik Jain, Ryan Maas, Parmita Mehta, Dominik Moritz, Brandon Myers, Jennifer Ortiz, Dan Suciu, Andrew Whitaker, Shengliang Xu |
| 2017 | DaMoN | Profiling a GPU database implementation: a holistic view of GPU resource utilization on TPC-H queries. | Emily Furst, Mark Oskin, Bill Howe |
| 2017 | ICDAR | PhyloParser: A Hybrid Algorithm for Extracting Phylogenies from Dendrograms. | Po-Shen Lee, Sean T. Yang, Jevin D. West, Bill Howe |
| 2017 | ICDE | Data Science Education: We're Missing the Boat, Again. | Bill Howe, Michael J. Franklin, Laura M. Haas, Tim Kraska, Jeffrey D. Ullman |
| 2017 | WWW | Deep Mapping of the Visual Literature. | Bill Howe, Po-Shen Lee, Maxim Grechkin, Sean T. Yang, Jevin D. West |
| 2017 | SIGMOD | LaraDB: A Minimalist Kernel for Linear and Relational Algebra Computation. | Dylan Hutchison, Bill Howe, Dan Suciu |
| 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 |
| 2016 | ICDE | High variety cloud databases. | Shrainik Jain, Dominik Moritz, Bill Howe |
| 2016 | WWW | VizioMetrix: A Platform for Analyzing the Visual Information in Big Scholarly Data. | Po-Shen Lee, Jevin D. West, Bill Howe |
| 2016 | SIGMOD | SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment. | Shrainik Jain, Dominik Moritz, Daniel Halperin, Bill Howe, Ed Lazowska |
| 2016 | SIGMOD | Towards a general-purpose query language for visualization recommendation. | Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer |
| 2015 | AAAI | Time-Varying Clusters in Large-Scale Flow Cytometry. | Jeremy Hyrkas, Daniel Halperin, Bill Howe |
| 2015 | CIDR | Big Data Science Needs Big Data Middleware. | Bill Howe |
| 2015 | ICPRAM | Dismantling Composite Visualizations in the Scientific Literature. | Po-Shen Lee, Bill Howe |
| 2015 | ICPRAM | Detecting and Dismantling Composite Visualizations in the Scientific Literature. | Po-Shen Lee, Bill Howe |
| 2015 | SC | GossipMap: a distributed community detection algorithm for billion-edge directed graphs. | Seung-Hee Bae, Bill Howe |
| 2015 | VLDB | Gaussian Mixture Models Use-Case: In-Memory Analysis with Myria. | Ryan Maas, Jeremy Hyrkas, Olivia Grace Telford, Magdalena Balazinska, Andrew J. Connolly, Bill Howe |
| 2015 | SSDBM | Towards automated prediction of relationships among scientific datasets. | Abdussalam Alawini, David Maier, Kristin Tufte, Bill Howe, Rashmi Nandikur |
| 2014 | SIGMOD | Demonstration of the Myria big data management service. | Daniel Halperin, Victor Teixeira de Almeida, Lee Lee Choo, Shumo Chu, Paraschos Koutris, Dominik Moritz, Jennifer Ortiz, Vaspol Ruamviboonsuk, Jingjing Wang, Andrew Whitaker, Shengliang Xu, Magdalena Balazinska, Bill Howe, Dan Suciu |
| 2014 | SIGMOD | Should we all be teaching "intro to data science" instead of "intro to databases"? | Bill Howe, Michael J. Franklin, Juliana Freire, James Frew, Tim Kraska, Raghu Ramakrishnan |
| 2014 | SSDBM | Helping scientists reconnect their datasets. | Abdussalam Alawini, David Maier, Kristin Tufte, Bill Howe |
| 2013 | CIDR | Stop That Query! The Need for Managing Data Use. | Prasang Upadhyaya, Nick R. Anderson, Magdalena Balazinska, Bill Howe, Raghav Kaushik, Ravishankar Ramamurthy, Dan Suciu |
| 2013 | ICDM | Scalable Flow-Based Community Detection for Large-Scale Network Analysis. | Seung-Hee Bae, Daniel Halperin, Jevin D. West, Martin Rosvall, Bill Howe |
| 2013 | SIGMOD | Massive scale cyber traffic analysis: a driver for graph database research. | Cliff A. Joslyn, Sutanay Choudhury, David Haglin, Bill Howe, Bill Nickless, Bryan Olsen |
| 2013 | SIGMOD | Toward practical query pricing with QueryMarket. | Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe, Dan Suciu |
| 2013 | SIGMOD | The power of data use management in action. | Prasang Upadhyaya, Nick R. Anderson, Magdalena Balazinska, Bill Howe, Raghav Kaushik, Ravishankar Ramamurthy, Dan Suciu |
| 2013 | VLDB | Compiled Plans for In-Memory Path-Counting Queries. | Brandon Myers, Jeremy Hyrkas, Daniel Halperin, Bill Howe |
| 2013 | VLDB | Compiled Plans for In-Memory Path-Counting Queries. | Brandon Myers, Jeremy Hyrkas, Daniel Halperin, Bill Howe |
| 2013 | SSDBM | Education and career paths for data scientists. | Magdalena Balazinska, Susan B. Davidson, Bill Howe, Alexandros Labrinidis |
| 2013 | SSDBM | Real-time collaborative analysis with (almost) pure SQL: a case study in biogeochemical oceanography. | Daniel Halperin, Francois Ribalet, Konstantin Weitz, Mak A. Saito, Bill Howe, E. Virginia Armbrust |
| 2012 | CHI | VizDeck: a card game metaphor for fast visual data exploration. | Bill Howe, Alicia Key, Daniel Perry, Cecilia R. Aragon |
| 2012 | CLOUD | Designing good algorithms for MapReduce and beyond. | Foto N. Afrati, Magdalena Balazinska, Anish Das Sarma, Bill Howe, Semih Salihoglu, Jeffrey D. Ullman |
| 2012 | PODS | Query-based data pricing. | Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe, Dan Suciu |
| 2012 | SC | Abstract: Hadoop's Adolescence; A Comparative Workloads Analysis from Three Research Clusters. | Kai Ren, Garth Gibson, YongChul Kwon, Magdalena Balazinska, Bill Howe |
| 2012 | SC | Poster: Hadoop's Adolescence; A Comparative Workloads Analysis from Three Research Clusters. | Kai Ren, Garth Gibson, YongChul Kwon, Magdalena Balazinska, Bill Howe |
| 2012 | SIGMOD | VizDeck: self-organizing dashboards for visual analytics. | Alicia Key, Bill Howe, Daniel Perry, Cecilia R. Aragon |
| 2012 | SIGMOD | SkewTune: mitigating skew in mapreduce applications. | YongChul Kwon, Magdalena Balazinska, Bill Howe, Jerome A. Rolia |
| 2011 | SIGMOD | Automatic example queries for ad hoc databases. | Bill Howe, Garrett Cole, Nodira Khoussainova, Leilani Battle |
| 2011 | SSDBM | Towards Efficient and Precise Queries over Ten Million Asteroid Trajectory Models. | Yusra AlSayyad, K. Simon Krughoff, Bill Howe, Andrew J. Connolly, Magdalena Balazinska, Lynne Jones |
| 2011 | SSDBM | Database-as-a-Service for Long-Tail Science. | Bill Howe, Garrett Cole, Emad Soroush, Paraschos Koutris, Alicia Key, Nodira Khoussainova, Leilani Battle |
| 2010 | CLOUD | Skew-resistant parallel processing of feature-extracting scientific user-defined functions. | YongChul Kwon, Magdalena Balazinska, Bill Howe, Jerome A. Rolia |
| 2010 | SSDBM | Client + Cloud: Evaluating Seamless Architectures for Visual Data Analytics in the Ocean Sciences. | Keith Grochow, Bill Howe, Mark Stoermer, Roger S. Barga, Edward D. Lazowska |
| 2010 | SSDBM | Scalable Clustering Algorithm for N-Body Simulations in a Shared-Nothing Cluster. | YongChul Kwon, Dylan Nunley, Jeffrey P. Gardner, Magdalena Balazinska, Bill Howe, Sarah Loebman |
| 2009 | CLUSTER | Analyzing massive astrophysical datasets: Can Pig/Hadoop or a relational DBMS help? | Sarah Loebman, Dylan Nunley, YongChul Kwon, Bill Howe, Magdalena Balazinska, Jeffrey P. Gardner |
| 2009 | SSDBM | Scientific Mashups: Runtime-Configurable Data Product Ensembles. | Bill Howe, Harrison Green-Fishback, David Maier |
| 2008 | ICDE | Quarrying dataspaces: Schemaless profiling of unfamiliar information sources. | Bill Howe, David Maier, Nicolas Rayner, James Rucker |
| 2007 | CIDR | Smoothing the ROI Curve for Scientific Data Management Applications. | Bill Howe, David Maier, Laura Bright |
| 2006 | ICDE | Managing the Forecast Factory. | Laura Bright, David Maier, Bill Howe |
| 2005 | ICDE | Querying and Visualizing Gridded Datasets for e-Science. | Bill Howe, David Maier |
| 2005 | SSDBM | Retrofitting a Data Model to Existing Environmental Data. | Bill Howe, David Maier |
| 2004 | VLDB | Algebraic Manipulation of Scientific Datasets. | Bill Howe, David Maier |