| 2025 | ICDM | Using Stance Detection Models to Improve Our Understanding of the Firearm Policy Debate on Social Media. | Camden Baucom, Imani Allah, Jelani Beaugris, Chloe Bogen, Rylee Brown, John Cheek, Kathleen Higgins, Erin Kendall, Charles Prince, Unzila Sakina, Riley Stacy, Sultana Yeasmin, Mohamed Ahmed, Rebecca Ansell, Lisa Singh |
| 2024 | DATA | It is Time to Develop an Auditing Framework to Promote Value Aware Chatbots. | Yanchen Wang, Lisa Singh |
| 2024 | DSAA | Let Me Generate That for You: Generative Data Augmentation for Misinformation Detection in Low-Resource Environments. | Autumn Toney-Wails, Lisa Singh |
| 2024 | HAI | Are You Sure About That: Eliciting Natural Language Confidence Indicators from Chatbots. | Autumn Toney-Wails, Lisa Singh |
| 2024 | ICWSM | Intermedia Agenda Setting during the 2016 and 2020 U.S. Presidential Elections. | Yijing Chen, Yaguang Liu, Lisa Singh, Ceren Budak |
| 2023 | AAAI | Investigating Scientific Misinformation Using Different Modes of Learning. | Autumn Toney-Wails, Kornraphop Kawintiranon, Lisa Singh, Paul-Emmanuel Courtines, Alexander Lin, Haofei Zhang |
| 2023 | DATA | Identifying High-Quality Training Data for Misinformation Detection. | Jaren Haber, Kornraphop Kawintiranon, Lisa Singh, Alexander Chen, Aidan Pizzo, Anna Pogrebivsky, Joyce Yang |
| 2023 | DSAA | All Translation Tools Are Not Equal: Investigating the Quality of Language Translation for Forced Migration. | Ameeta Agrawal, Lisa Singh, Elizabeth Jacobs, Yaguang Liu, Gwyneth Dunlevy, Rhitabrat Pokharel, Varun Uppala |
| 2023 | WSDM | Combining vs. Transferring Knowledge: Investigating Strategies for Improving Demographic Inference in Low Resource Settings. | Yaguang Liu, Lisa Singh |
| 2022 | DATA | Students or Mechanical Turk: Who Are the More Reliable Social Media Data Labelers? | Lisa Singh, Rebecca Vanarsdall, Yanchen Wang, Carole Roan Gresenz |
| 2022 | DATA | Inferring #MeToo Experience Tweets using Classic and Neural Models. | Julianne Zech, Lisa Singh, Kornraphop Kawintiranon, Naomi Mezey, Jamillah Williams |
| 2022 | LREC | PoliBERTweet: A Pre-trained Language Model for Analyzing Political Content on Twitter. | Kornraphop Kawintiranon, Lisa Singh |
| 2022 | PAKDD | Dynamic Topic-Noise Models for Social Media. | Rob Churchill, Lisa Singh |
| 2022 | WWW | A Guided Topic-Noise Model for Short Texts. | Robert Churchill, Lisa Singh, Rebecca Ryan, Pamela Davis-Kean |
| 2021 | CIKM | Age Inference Using A Hierarchical Attention Neural Network. | Yaguang Liu, Lisa Singh |
| 2021 | DATA | textPrep: A Text Preprocessing Toolkit for Topic Modeling on Social Media Data. | Rob Churchill, Lisa Singh |
| 2021 | ICDM | Topic-Noise Models: Modeling Topic and Noise Distributions in Social Media Post Collections. | Rob Churchill, Lisa Singh |
| 2021 | NAACL | Knowledge Enhanced Masked Language Model for Stance Detection. | Kornraphop Kawintiranon, Lisa Singh |
| 2020 | DSAA | Information Exposure From Relational Background Knowledge on Social Media. | Shuo Liu, Lisa Singh, Kevin Tian |
| 2019 | DSAA | Exploring the Relationship Between Conversation Using #MeToo and University Harassment Policies. | Julianne Zech, Fransiska Dale, Lisa Singh, Jamillah Williams, Naomi Mezey |
| 2019 | KDD | Blending Noisy Social Media Signals with Traditional Movement Variables to Predict Forced Migration. | Lisa Singh, Laila Wahedi, Yanchen Wang, Yifang Wei, Christo Kirov, Susan Martin, Katharine M. Donato, Yaguang Liu, Kornraphop Kawintiranon |
| 2018 | PAKDD | A Temporal Topic Model for Noisy Mediums. | Rob Churchill, Lisa Singh, Christo Kirov |
| 2017 | PAKDD | Using Network Flows to Identify Users Sharing Extremist Content on Social Media. | Yifang Wei, Lisa Singh |
| 2016 | DSAA | Overlapping Target Event and Story Line Detection of Online Newspaper Articles. | Yifang Wei, Lisa Singh, Brian Gallagher, David Buttler |
| 2016 | SIGIR | Anonymizing Query Logs by Differential Privacy. | Sicong Zhang, Grace Hui Yang, Lisa Singh |
| 2015 | WWW | Helping Users Understand Their Web Footprints. | Lisa Singh, Grace Hui Yang, Micah Sherr, Yifang Wei, Andrew Hian-Cheong, Kevin Tian, Janet Zhu, Sicong Zhang, Tavish Vaidya, Elchin Asgarli |
| 2014 | SIGIR | Increased Information Leakage from Text. | Sicong Zhang, Hui Yang, Lisa Singh |
| 2014 | SDM | Membership Detection Using Cooperative Data Mining Algorithms. | Calvin Newport, Lisa Singh, Yiqing Ren |
| 2013 | DEXA | Comparison Queries for Uncertain Graphs. | Denis Dimitrov, Lisa Singh, Janet Mann |
| 2013 | KDD | A process-centric data mining and visual analytic tool for exploring complex social networks. | Denis Dimitrov, Lisa Singh, Janet Mann |
| 2013 | PST | Identifying individual vulnerability based on public data. | John Ferro, Lisa Singh, Micah Sherr |
| 2013 | SIGMOD | Using substructure mining to identify misbehavior in network provenance graphs. | David DeBoer, Wenchao Zhou, Lisa Singh |
| 2012 | PAKDD | EWNI: Efficient Anonymization of Vulnerable Individuals in Social Networks. | Frank Nagle, Lisa Singh, Aris Gkoulalas-Divanis |
| 2012 | PAKDD | SHARD: A Framework for Sequential, Hierarchical Anomaly Ranking and Detection. | Jason Robinson, Margaret Lonergan, Lisa Singh, Allison Candido, Mehmet Sayal |
| 2012 | PST | Exploring re-identification risks in public domains. | Aditi Ramachandran, Lisa Singh, Edward Porter, Frank Nagle |
| 2011 | VDA | Visualizing node attribute uncertainty in graphs. | Nathaniel Cesario, Alex Pang, Lisa Singh |
| 2010 | ICDM | Identifying Similar Neighborhood Structures in Private Social Networks. | Lisa Singh, Clare Schramm |
| 2009 | IV | Generating Abstract Networks Using Multi-relational Biological Data. | Paul Caravelli, Mitchell Beard, Brian Gopalan, Lisa Singh, Zhang-Zhi Hu |
| 2008 | ISI | Privacy-Preserving Collaborative Social Networks. | Justin Zhan, Gary Blosser, Christopher C. Yang, Lisa Singh |
| 2008 | PAKDD | Structure-Based Hierarchical Transformations for Interactive Visual Exploration of Social Networks. | Lisa Singh, Mitchell Beard, Brian Gopalan, Gregory Nelson |
| 2007 | CIDM | Privacy Preserving Burst Detection of Distributed Time Series Data Using Linear Transforms. | Lisa Singh, Mehmet Sayal |
| 2007 | GRC | Measuring Topological Anonymity in Social Networks. | Lisa Singh, Justin Zhan |
| 2007 | ICDE | Detecting Aggregate Bursts from Scaled Bins within the Context of Privacy. | Mehmet Sayal, Lisa Singh |
| 2007 | IV | Visual Mining of Multi-Modal Social Networks at Different Abstraction Levels. | Lisa Singh, Mitchell Beard, Lise Getoor, M. Brian Blake |
| 2005 | ICDM | Pruning Social Networks Using Structural Properties and Descriptive Attributes. | Lisa Singh, Lise Getoor, Louis Licamele |
| 1999 | PAKDD | An Algorithm for Constrained Association Rule Mining in Semi-structured Data. | Lisa Singh, Bin Chen, Rebecca Haight, Peter Scheuermann |
| 1998 | KDD | A Robust System Architecture for Mining Semi-Structured Data. | Lisa Singh, Bin Chen, Rebecca Haight, Peter Scheuermann, Kiyoko Aoki |
| 1997 | CIKM | Generating Association Rules from Semi-Structured Documents Using an Extended Concept Hierarchy. | Lisa Singh, Peter Scheuermann, Bin Chen |