Bill Howe

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 99

Top Venues

Publications

Yuxiang Zhang, Bill Howe, Sachin Mehta, Nicholas Bolten, Anat Caspi
PathwayBench: Assessing Routability of Pedestrian Pathway Networks Inferred from Multi-City Imagery. CoRR (2024)
Lucas Rosenblatt, Bernease Herman, Anastasia Holovenko, Wonkwon Lee, Joshua R. Loftus, Elizabeth McKinnie, Taras Rumezhak, Andrii Stadnik, Bill Howe, Julia Stoyanovich
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy. SIGMOD Rec. 53 (1) (2024)
Bin Han, Bill Howe
Geospatial Imputation of Urban Mobility Data with Self-Supervised Learning. HICSS (2024)
Yiwei Yang, Bill Howe
Does a Fair Model Produce Fair Explanations? Relating Distributive and Procedural Fairness. HICSS (2024)
Bingbing Wen, Jihan Yao, Shangbin Feng, Chenjun Xu, Yulia Tsvetkov, Bill Howe, Lucy Lu Wang
The Art of Refusal: A Survey of Abstention in Large Language Models. CoRR (2024)
Robert Wolfe, Isaac Slaughter, Bin Han, Bingbing Wen, Yiwei Yang, Lucas Rosenblatt, Bernease Herman, Eva Brown, Zening Qu, Nic Weber, Bill Howe
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings. CoRR (2024)
Robert Wolfe, Isaac Slaughter, Bin Han, Bingbing Wen, Yiwei Yang, Lucas Rosenblatt, Bernease Herman, Eva Maxfield Brown, Zening Qu, Nic Weber, Bill Howe
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings. FAccT (2024)
Bingbing Wen, Bill Howe, Lucy Lu Wang
Characterizing LLM Abstention Behavior in Science QA with Context Perturbations. CoRR (2024)
Lucas Rosenblatt, Bin Han, Erin Posthumus, Theresa Crimmins, Bill Howe
Top-down Green-ups: Satellite Sensing and Deep Models to Predict Buffelgrass Phenology. CoRR (2023)
Bill Howe
AI is Reducing to Data Curation (Abstract). AMW (2023)
Robert Wolfe, Yiwei Yang, Bill Howe, Aylin Caliskan
Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias. FAccT (2023)
Bin Han, Bill Howe
Urban Spatiotemporal Data Synthesis via Neural Disaggregation. CoRR (2023)
Bin Han, Bill Howe
Adapting to Skew: Imputing Spatiotemporal Urban Data with 3D Partial Convolutions and Biased Masking. CoRR (2023)
Lucas Rosenblatt, Bernease Herman, Anastasia Holovenko, Wonkwon Lee, Joshua R. Loftus, Elizabeth Mckinnie, Taras Rumezhak, Andrii Stadnik, Bill Howe, Julia Stoyanovich
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy. Proc. VLDB Endow. 16 (11) (2023)
Bingbing Wen, Zhengyuan Yang, Jianfeng Wang, Zhe Gan, Bill Howe, Lijuan Wang
InfoVisDial: An Informative Visual Dialogue Dataset by Bridging Large Multimodal and Language Models. CoRR (2023)
Julia Stoyanovich, Serge Abiteboul, Bill Howe, H. V. Jagadish, Sebastian Schelter
Responsible data management. Commun. ACM 65 (6) (2022)
H. V. Jagadish, Julia Stoyanovich, Bill Howe
The Many Facets of Data Equity. ACM J. Data Inf. Qual. 14 (4) (2022)
Bill Howe
Technical Perspective: Imperative or Functional Control Flow Handling: Why not the Best of Both Worlds? SIGMOD Rec. 51 (1) (2022)
Sean T. Yang, Bill Howe
Surj: Ontological Learning for Fast, Accurate, and Robust Hierarchical Multi-label Classification. WWW (Companion Volume) (2022)
Lucas Rosenblatt, Anastasia Holovenko, Taras Rumezhak, Andrii Stadnik, Bernease Herman, Julia Stoyanovich, Bill Howe
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy. CoRR (2022)
Sean Yang, Bernease Herman, Bill Howe
Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification. NeurIPS (2022)
Robert Wolfe, Yiwei Yang, Bill Howe, Aylin Caliskan
Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias. CoRR (2022)
Bill Howe
Technical perspective: Visualization search: from sketching to natural language. Commun. ACM 65 (7) (2022)
Bill Howe
Technical Perspective: From Sketching to Natural Language: Expressive Visual Querying for Accelerating Insight. SIGMOD Rec. 50 (1) (2021)
H. V. Jagadish, Julia Stoyanovich, Bill Howe
The Many Facets of Data Equity. EDBT/ICDT Workshops (2021)
H. V. Jagadish, Julia Stoyanovich, Bill Howe
COVID-19 Brings Data Equity Challenges to the Fore. Digit. Gov. Res. Pract. 2 (2) (2021)
An Yan, Bill Howe
EquiTensors: Learning Fair Integrations of Heterogeneous Urban Data. SIGMOD Conference (2021)
Yisu Remy Wang, Shana Hutchison, Jonathan Leang, Bill Howe, Dan Suciu
SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear Algebra. CoRR (2020)
Julia Stoyanovich, Bill Howe, H. V. Jagadish
Responsible Data Management. Proc. VLDB Endow. 13 (12) (2020)
Yisu Remy Wang, Shana Hutchison, Dan Suciu, Bill Howe, Jonathan Leang
SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear Algebra. Proc. VLDB Endow. 13 (11) (2020)
An Yan, Bill Howe
Fairness-Aware Demand Prediction for New Mobility. AAAI (2020)
Babak Salimi, Bill Howe, Dan Suciu
Database Repair Meets Algorithmic Fairness. SIGMOD Rec. 49 (1) (2020)
Sean T. Yang, Kuan-Hao Huang, Bill Howe
JECL: Joint Embedding and Cluster Learning for Image-Text Pairs. ICPR (2020)
David Maier, Rachel Pottinger, AnHai Doan, Eduard C. Dragut, Bill Howe, Joanne Lateulere, John Lateulere, Mostafa Milani, Tilmann Rabl, Dan Suciu, Yufei Tao, Wang-Chiew Tan, Kristin Tufte
Advice from SIGMOD/PODS 2020. SIGMOD Rec. 49 (3) (2020)
Sean T. Yang, Luke Rodriguez, Jevin D. West, Bill Howe
GraviTIE: Exploratory Analysis of Large-Scale Heterogeneous Image Collections. WWW (2019)
An Yan, Bill Howe
FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems. SIGSPATIAL/GIS (2019)
Babak Salimi, Luke Rodriguez, Bill Howe, Dan Suciu
Capuchin: Causal Database Repair for Algorithmic Fairness. CoRR (2019)
Sean T. Yang, Po-Shen Lee, Jevin D. West, Bill Howe
Delineating Knowledge Domains in the Scientific Literature Using Visual Information. CoRR (2019)
Babak Salimi, Luke Rodriguez, Bill Howe, Dan Suciu
Interventional Fairness: Causal Database Repair for Algorithmic Fairness. SIGMOD Conference (2019)
Shrainik Jain, Jiaqi Yan, Thierry Cruanes, Bill Howe
Database-Agnostic Workload Management. CIDR (2019)
Dominik Moritz, Bill Howe, Jeffrey Heer
Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations. CHI (2019)
Sean T. Yang, Po-Shen Lee, Lia Kazakova, Abhishek Joshi, Bum Mook Oh, Jevin D. West, Bill Howe
Identifying the Central Figure of a Scientific Paper. ICDAR (2019)
Babak Salimi, Bill Howe, Dan Suciu
Data Management for Causal Algorithmic Fairness. IEEE Data Eng. Bull. 42 (3) (2019)
Meg Young, Luke Rodriguez, Emily Keller, Feiyang Sun, Boyang Sa, Jan Whittington, Bill Howe
Beyond Open vs. Closed: Balancing Individual Privacy and Public Accountability in Data Sharing. FAT (2019)
An Yan, Bill Howe
FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems. CoRR (2019)
Dominik Moritz, Chenglong Wang, Greg L. Nelson, Halden Lin, Adam M. Smith, Bill Howe, Jeffrey Heer
Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Chenkai Sun, Abolfazl Asudeh, H. V. Jagadish, Bill Howe, Julia Stoyanovich
MithraLabel: Flexible Dataset Nutritional Labels for Responsible Data Science. CIKM (2019)
Luke Rodriguez, Bill Howe
In Defense of Synthetic Data. CoRR (2019)
Sean T. Yang, Kuan-Hao Huang, Bill Howe
MultiDEC: Multi-Modal Clustering of Image-Caption Pairs. CoRR (2019)
Babak Salimi, Bill Howe, Dan Suciu
Data Management for Causal Algorithmic Fairness. CoRR (2019)
An Yan, Bill Howe
Fairness in Practice: A Survey on Equity in Urban Mobility. IEEE Data Eng. Bull. 42 (3) (2019)
Julia Stoyanovich, Bill Howe
Nutritional Labels for Data and Models. IEEE Data Eng. Bull. 42 (3) (2019)
Julia Stoyanovich, Bill Howe, H. V. Jagadish
Special Session: A Technical Research Agenda in Data Ethics and Responsible Data Management. SIGMOD Conference (2018)
Maxim Grechkin, Hoifung Poon, Bill Howe
EZLearn: Exploiting Organic Supervision in Automated Data Annotation. IJCAI (2018)
Ke Yang, Julia Stoyanovich, Abolfazl Asudeh, Bill Howe, H. V. Jagadish, Gerome Miklau
A Nutritional Label for Rankings. SIGMOD Conference (2018)
Shrainik Jain, Bill Howe
Query2Vec: NLP Meets Databases for Generalized Workload Analytics. CoRR (2018)
Daniel S. Katz, Gabrielle Allen, Lorena A. Barba, Devin R. Berg, Holly Bik, Carl Boettiger, Christine L. Borgman, C. Titus Brown, Stuart Buck, Randy Burd, Anita de Waard, Martin Paul Eve, Brian E. Granger, Josh Greenberg, Adina Howe, Bill Howe, May Khanna, Timothy L. Killeen, Matthew S. Mayernik, Erin C. McKiernan, Chris Mentzel, Nirav C. Merchant, Kyle E. Niemeyer, Laura Norén, Sarah M. Nusser, Daniel A. Reed, Edward Seidel, MacKenzie Smith, Jeffrey R. Spies, Matthew J. Turk, John D. Van Horn, Jay Walsh
The principles of tomorrow's university. F1000Research 7 (2018)
Luke Rodriguez, Babak Salimi, Haoyue Ping, Julia Stoyanovich, Bill Howe
MobilityMirror: Bias-Adjusted Transportation Datasets. BiDU@VLDB (2018)
Po-Shen Lee, Jevin D. West, Bill Howe
Viziometrics: Analyzing Visual Information in the Scientific Literature. IEEE Trans. Big Data 4 (1) (2018)
Luke Rodriguez, Babak Salimi, Haoyue Ping, Julia Stoyanovich, Bill Howe
MobilityMirror: Bias-Adjusted Transportation Datasets. CoRR (2018)
Luke Rodriguez, Bill Howe
Privacy-Preserving Synthetic Datasets Over Weakly Constrained Domains. CoRR (2018)
Shrainik Jain, Jiaqi Yan, Thierry Cruanes, Bill Howe
Database-Agnostic Workload Management. CoRR (2018)
Julia Stoyanovich, Bill Howe, H. V. Jagadish, Gerome Miklau
Panel: A Debate on Data and Algorithmic Ethics. Proc. VLDB Endow. 11 (12) (2018)
Ke Yang, Julia Stoyanovich, Abolfazl Asudeh, Bill Howe, H. V. Jagadish, Gerome Miklau
A Nutritional Label for Rankings. CoRR (2018)
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
The Myria Big Data Management and Analytics System and Cloud Services. CIDR (2017)
Maxim Grechkin, Hoifung Poon, Bill Howe
EZLearn: Exploiting Organic Supervision in Large-Scale Data Annotation. CoRR (2017)
Bill Howe, Michael J. Franklin, Laura M. Haas, Tim Kraska, Jeffrey D. Ullman
Data Science Education: We're Missing the Boat, Again. ICDE (2017)
Po-Shen Lee, Sean T. Yang, Jevin D. West, Bill Howe
PhyloParser: A Hybrid Algorithm for Extracting Phylogenies from Dendrograms. ICDAR (2017)
Emily Furst, Mark Oskin, Bill Howe
Profiling a GPU database implementation: a holistic view of GPU resource utilization on TPC-H queries. DaMoN (2017)
Dylan Hutchison, Bill Howe, Dan Suciu
LaraDB: A Minimalist Kernel for Linear and Relational Algebra Computation. CoRR (2017)
Kanit Wongsuphasawat, Zening Qu, Dominik Moritz, Riley Chang, Felix Ouk, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer
Voyager 2: Augmenting Visual Analysis with Partial View Specifications. CHI (2017)
Julia Stoyanovich, Bill Howe, Serge Abiteboul, Gerome Miklau, Arnaud Sahuguet, Gerhard Weikum
Fides: Towards a Platform for Responsible Data Science. SSDBM (2017)
Dylan Hutchison, Bill Howe, Dan Suciu
LaraDB: A Minimalist Kernel for Linear and Relational Algebra Computation. BeyondMR@SIGMOD (2017)
Bill Howe, Julia Stoyanovich, Haoyue Ping, Bernease Herman, Matt Gee
Synthetic Data for Social Good. CoRR (2017)
Bill Howe, Po-Shen Lee, Maxim Grechkin, Sean T. Yang, Jevin D. West
Deep Mapping of the Visual Literature. WWW (Companion Volume) (2017)
Haoyue Ping, Julia Stoyanovich, Bill Howe
DataSynthesizer: Privacy-Preserving Synthetic Datasets. SSDBM (2017)
Seung-Hee Bae, Daniel Halperin, Jevin D. West, Martin Rosvall, Bill Howe
Scalable and Efficient Flow-Based Community Detection for Large-Scale Graph Analysis. ACM Trans. Knowl. Discov. Data 11 (3) (2017)
Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer
Towards a general-purpose query language for visualization recommendation. HILDA@SIGMOD (2016)
Jeremy Hyrkas, Bill Howe
MusicDB: A Platform for Longitudinal Music Analytics. ISMIR (2016)
Dylan Hutchison, Bill Howe, Dan Suciu
Lara: A Key-Value Algebra underlying Arrays and Relations. CoRR (2016)
Jeremy Hyrkas, Sophie Clayton, Francois Ribalet, Daniel Halperin, E. Virginia Armbrust, Bill Howe
Scalable clustering algorithms for continuous environmental flow cytometry. Bioinform. 32 (3) (2016)
Dylan Hutchison, Jeremy Kepner, Vijay Gadepally, Bill Howe
From NoSQL Accumulo to NewSQL Graphulo: Design and utility of graph algorithms inside a BigTable database. HPEC (2016)
Po-Shen Lee, Jevin D. West, Bill Howe
Viziometrics: Analyzing Visual Information in the Scientific Literature. CoRR (2016)
Kanit Wongsuphasawat, Dominik Moritz, Anushka Anand, Jock D. Mackinlay, Bill Howe, Jeffrey Heer
Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Dylan Hutchison, Jeremy Kepner, Vijay Gadepally, Bill Howe
From NoSQL Accumulo to NewSQL Graphulo: Design and Utility of Graph Algorithms inside a BigTable Database. CoRR (2016)
Shrainik Jain, Dominik Moritz, Bill Howe
High variety cloud databases. ICDE Workshops (2016)
Shrainik Jain, Dominik Moritz, Daniel Halperin, Bill Howe, Ed Lazowska
SQLShare: Results from a Multi-Year SQL-as-a-Service Experiment. SIGMOD Conference (2016)
Po-Shen Lee, Jevin D. West, Bill Howe
VizioMetrix: A Platform for Analyzing the Visual Information in Big Scholarly Data. WWW (Companion Volume) (2016)
Paraschos Koutris, Prasang Upadhyaya, Magdalena Balazinska, Bill Howe, Dan Suciu
Query-Based Data Pricing. J. ACM 62 (5) (2015)
Jeremy Hyrkas, Daniel Halperin, Bill Howe
Time-Varying Clusters in Large-Scale Flow Cytometry. AAAI (2015)
Aaron J. Elmore, Jennie Duggan, Mike Stonebraker, Magdalena Balazinska, Ugur Çetintemel, Vijay Gadepally, Jeffrey Heer, Bill Howe, Jeremy Kepner, Tim Kraska, Samuel Madden, David Maier, Timothy G. Mattson, Stavros Papadopoulos, Jeff Parkhurst, Nesime Tatbul, Manasi Vartak, Stan Zdonik
A Demonstration of the BigDAWG Polystore System. Proc. VLDB Endow. 8 (12) (2015)
Bill Howe
Big Data Science Needs Big Data Middleware. CIDR (2015)
Jennie Duggan, Aaron J. Elmore, Michael Stonebraker, Magdalena Balazinska, Bill Howe, Jeremy Kepner, Sam Madden, David Maier, Tim Mattson, Stanley B. Zdonik
The BigDAWG Polystore System. SIGMOD Rec. 44 (2) (2015)
Dominik Moritz, Daniel Halperin, Bill Howe, Jeffrey Heer
Perfopticon: Visual Query Analysis for Distributed Databases. Comput. Graph. Forum 34 (3) (2015)
Po-Shen Lee, Bill Howe
Detecting and Dismantling Composite Visualizations in the Scientific Literature. ICPRAM (Selected Papers) (2015)
Abdussalam Alawini, David Maier, Kristin Tufte, Bill Howe, Rashmi Nandikur
Towards automated prediction of relationships among scientific datasets. SSDBM (2015)
Seung-Hee Bae, Bill Howe
GossipMap: a distributed community detection algorithm for billion-edge directed graphs. SC (2015)
Po-Shen Lee, Bill Howe
Dismantling Composite Visualizations in the Scientific Literature. ICPRAM (2) (2015)
Ryan Maas, Jeremy Hyrkas, Olivia Grace Telford, Magdalena Balazinska, Andrew J. Connolly, Bill Howe
Gaussian Mixture Models Use-Case: In-Memory Analysis with Myria. IMDM@VLDB (2015)
Bill Howe, Michael J. Franklin, Juliana Freire, James Frew, Tim Kraska, Raghu Ramakrishnan
Should we all be teaching "intro to data science" instead of "intro to databases"? SIGMOD Conference (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bill Howe