Lisa Singh

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 44

Top Topics

Semantic Segmentation

Top Venues

Publications

Anupam Gupta, Ashok Krishnamurthy, Lisa Singh
Early Fusion of Features for Semantic Segmentation. CoRR (2024)
Yijing Chen, Yaguang Liu, Lisa Singh, Ceren Budak
Intermedia Agenda Setting during the 2016 and 2020 U.S. Presidential Elections. ICWSM (2024)
Ameeta Agrawal, Lisa Singh, Elizabeth Jacobs, Yaguang Liu, Gwyneth Dunlevy, Rhitabrat Pokharel, Varun Uppala
All Translation Tools Are Not Equal: Investigating the Quality of Language Translation for Forced Migration. DSAA (2023)
Rob Churchill, Lisa Singh
Using topic-noise models to generate domain-specific topics across data sources. Knowl. Inf. Syst. 65 (5) (2023)
Yaguang Liu, Lisa Singh
Combining vs. Transferring Knowledge: Investigating Strategies for Improving Demographic Inference in Low Resource Settings. WSDM (2023)
Jaren Haber, Kornraphop Kawintiranon, Lisa Singh, Alexander Chen, Aidan Pizzo, Anna Pogrebivsky, Joyce Yang
Identifying High-Quality Training Data for Misinformation Detection. DATA (2023)
Autumn Toney-Wails, Kornraphop Kawintiranon, Lisa Singh, Paul-Emmanuel Courtines, Alexander Lin, Haofei Zhang
Investigating Scientific Misinformation Using Different Modes of Learning. SDU@AAAI (2023)
Yanchen Wang, Lisa Singh
Mitigating demographic bias of machine learning models on social media. EAAMO (2023)
Yanchen Wang, Lisa Singh
Adding guardrails to advanced chatbots. CoRR (2023)
Rob Churchill, Lisa Singh
The Evolution of Topic Modeling. ACM Comput. Surv. 54 (10s) (2022)
Rob Churchill, Lisa Singh
Dynamic Topic-Noise Models for Social Media. PAKDD (2) (2022)
Julianne Zech, Lisa Singh, Kornraphop Kawintiranon, Naomi Mezey, Jamillah Williams
Inferring #MeToo Experience Tweets using Classic and Neural Models. DATA (2022)
Lisa Singh, Rebecca Vanarsdall, Yanchen Wang, Carole Roan Gresenz
Students or Mechanical Turk: Who Are the More Reliable Social Media Data Labelers? DATA (2022)
Robert Churchill, Lisa Singh, Rebecca Ryan, Pamela Davis-Kean
A Guided Topic-Noise Model for Short Texts. WWW (2022)
Kornraphop Kawintiranon, Lisa Singh
PoliBERTweet: A Pre-trained Language Model for Analyzing Political Content on Twitter. LREC (2022)
Kornraphop Kawintiranon, Lisa Singh, Ceren Budak
Traditional and context-specific spam detection in low resource settings. Mach. Learn. 111 (7) (2022)
Kornraphop Kawintiranon, Lisa Singh
DeMis: Data-Efficient Misinformation Detection Using Reinforcement Learning. ECML/PKDD (2) (2022)
Yaguang Liu, Lisa Singh, Zeina Mneimneh
A Comparative Analysis of Classic and Deep Learning Models for Inferring Gender and Age of Twitter Users. DeLTA (2021)
Kornraphop Kawintiranon, Lisa Singh
Knowledge Enhanced Masked Language Model for Stance Detection. NAACL-HLT (2021)
Yanchen Wang, Lisa Singh
Analyzing the impact of missing values and selection bias on fairness. Int. J. Data Sci. Anal. 12 (2) (2021)
Yaguang Liu, Lisa Singh
Age Inference Using A Hierarchical Attention Neural Network. CIKM (2021)
Rob Churchill, Lisa Singh
textPrep: A Text Preprocessing Toolkit for Topic Modeling on Social Media Data. DATA (2021)
Rob Churchill, Lisa Singh
Topic-Noise Models: Modeling Topic and Noise Distributions in Social Media Post Collections. ICDM (2021)
Lisa Singh, Colton Padden, Pamela Davis-Kean, Rabin David, Virinche Marwadi, Yiqing Ren, Rebecca Vanarsdall
Text Analytic Research Portals: Supporting Large-Scale Social Science Research. IEEE BigData (2021)
Lisa Singh, Agoritsa Polyzou, Yanchen Wang, Jason Farr, Carole Roan Gresenz
Social Media Data - Our Ethical Conundrum. IEEE Data Eng. Bull. 43 (4) (2020)
Shuo Liu, Lisa Singh, Kevin Tian
Information Exposure From Relational Background Knowledge on Social Media. DSAA (2020)
Lisa Singh, Leticia Bode, Ceren Budak, Kornraphop Kawintiranon, Colton Padden, Emily Vraga
Understanding high- and low-quality URL Sharing on COVID-19 Twitter streams. J. Comput. Soc. Sci. 3 (2) (2020)
Lisa Singh, Katharine Donato, Ali Arab, Tomas Alvarez Belon, Abraham Fraifeld, Sean Fulmer, Douglas Post, Yanchen Wang
Identifying Meaningful Indirect Indicators of Migration for Different Conflicts. CoRR (2020)
Lisa Singh, Shweta Bansal, Leticia Bode, Ceren Budak, Guangqing Chi, Kornraphop Kawintiranon, Colton Padden, Rebecca Vanarsdall, Emily K. Vraga, Yanchen Wang
A first look at COVID-19 information and misinformation sharing on Twitter. CoRR (2020)
Lisa Singh, Laila Wahedi, Yanchen Wang, Yifang Wei, Christo Kirov, Susan Martin, Katharine Donato, Yaguang Liu, Kornraphop Kawintiranon
Blending Noisy Social Media Signals with Traditional Movement Variables to Predict Forced Migration. KDD (2019)
Julianne Zech, Fransiska Dale, Lisa Singh, Jamillah Williams, Naomi Mezey
Exploring the Relationship Between Conversation Using #MeToo and University Harassment Policies. DSAA (2019)
Julia Hocket, Yaguang Liu, Yifang Wei, Lisa Singh, Nathan Schneider
Detecting and Using Buzz from Newspapers to Understand Patterns of Movement. IEEE BigData (2018)
Yifang Wei, Lisa Singh, David Buttler, Brian Gallagher
Using semantic graphs to detect overlapping target events and story lines from newspaper articles. Int. J. Data Sci. Anal. 5 (1) (2018)
Lisa Singh, Amol Deshpande, Wenchao Zhou, Arindam Banerjee, Alex J. Bowers, Sorelle A. Friedler, H. V. Jagadish, George Karypis, Zoran Obradovic, Anil Vullikanti, Wangda Zuo
NSF BIGDATA PI Meeting - Domain-Specific Research Directions and Data Sets. SIGMOD Rec. 47 (3) (2018)
Rob Churchill, Lisa Singh, Christo Kirov
A Temporal Topic Model for Noisy Mediums. PAKDD (2) (2018)
Yifang Wei, Lisa Singh
Understanding the impact of sampling and noise on detecting events using twitter. IEEE BigData (2017)
Yifang Wei, Lisa Singh
Using Network Flows to Identify Users Sharing Extremist Content on Social Media. PAKDD (1) (2017)
Lisa Singh, Raghu Pemmaraju
EOS: A multilingual text archive of international newspaper & blog articles. IEEE BigData (2017)
V. S. Subrahmanian, Lada A. Adamic, Lise Getoor, Evimaria Terzi, Brian Uzzi, Lisa Singh
ASONAM 2016 panel: Social network analysis for social good. ASONAM (2016)
Yifang Wei, Lisa Singh, Susan Martin
Identification of extremism on Twitter. ASONAM (2016)
Yifang Wei, Lisa Singh, Brian Gallagher, David Buttler
Overlapping Target Event and Story Line Detection of Online Newspaper Articles. DSAA (2016)
Sicong Zhang, Grace Hui Yang, Lisa Singh, Li Xiong
Safelog: Supporting Web Search and Mining by Differentially-Private Query Logs. AAAI Fall Symposia (2016)
Janet Zhu, Sicong Zhang, Lisa Singh, Grace Hui Yang, Micah Sherr
Generating risk reduction recommendations to decrease vulnerability of public online profiles. ASONAM (2016)
Sicong Zhang, Grace Hui Yang, Lisa Singh
Anonymizing Query Logs by Differential Privacy. SIGIR (2016)
Lisa Singh, Grace Hui Yang, Micah Sherr, Andrew Hian-Cheong, Kevin Tian, Janet Zhu, Sicong Zhang
Public Information Exposure Detection: Helping Users Understand Their Web Footprints. ASONAM (2015)
Lisa Singh, Grace Hui Yang, Micah Sherr, Yifang Wei, Andrew Hian-Cheong, Kevin Tian, Janet Zhu, Sicong Zhang, Tavish Vaidya, Elchin Asgarli
Helping Users Understand Their Web Footprints. WWW (Companion Volume) (2015)
Denis Dimitrov, Lisa Singh, Janet Mann
Query Operators for Comparing Uncertain Graphs. Trans. Large Scale Data Knowl. Centered Syst. 18 (2015)
Sicong Zhang, Hui Yang, Lisa Singh
Increased Information Leakage from Text. PIR@SIGIR (2014)
Calvin Newport, Lisa Singh, Yiqing Ren
Membership Detection Using Cooperative Data Mining Algorithms. SDM (2014)
Paul Caravelli, Yifang Wei, Daniel Subak, Lisa Singh, Janet Mann
Understanding evolving group structures in time-varying networks. ASONAM (2013)
Denis Dimitrov, Lisa Singh, Janet Mann
Comparison Queries for Uncertain Graphs. DEXA (2) (2013)
David DeBoer, Wenchao Zhou, Lisa Singh
Using substructure mining to identify misbehavior in network provenance graphs. GRADES (2013)
John Ferro, Lisa Singh, Micah Sherr
Identifying individual vulnerability based on public data. PST (2013)
W. Brad Moore, Yifang Wei, Adam Orshefsky, Micah Sherr, Lisa Singh, Hui Yang
Understanding Site-Based Inference Potential for Identifying Hidden Attributes. SocialCom (2013)
Denis Dimitrov, Lisa Singh, Janet Mann
A process-centric data mining and visual analytic tool for exploring complex social networks. IDEA@KDD (2013)
Aditi Ramachandran, Lisa Singh, Edward Porter, Frank Nagle
Exploring re-identification risks in public domains. PST (2012)
Frank Nagle, Lisa Singh, Aris Gkoulalas-Divanis
EWNI: Efficient Anonymization of Vulnerable Individuals in Social Networks. PAKDD (2) (2012)
Hossam Sharara, Lisa Singh, Lise Getoor, Janet Mann
Stability vs. Diversity: Understanding the Dynamics of Actors in Time-Varying Affiliation Networks. SocialInformatics (2012)
Jason Robinson, Margaret Lonergan, Lisa Singh, Allison Candido, Mehmet Sayal
SHARD: A Framework for Sequential, Hierarchical Anomaly Ranking and Detection. PAKDD (2) (2012)
Nathaniel Cesario, Alex Pang, Lisa Singh
Visualizing node attribute uncertainty in graphs. Visualization and Data Analysis (2011)
Hossam Sharara, Awalin Sopan, Galileo Namata, Lise Getoor, Lisa Singh
G-PARE: A visual analytic tool for comparative analysis of uncertain graphs. IEEE VAST (2011)
Mehmet Sayal, Lisa Singh
Privately Detecting Pairwise Correlations in Distributed Time Series. SocialCom/PASSAT (2011)
Hossam Sharara, Lisa Singh, Lise Getoor, Janet Mann
Understanding actor loyalty to event-based groups in affiliation networks. Soc. Netw. Anal. Min. 1 (2) (2011)
Lisa Singh, Clare Schramm
Identifying Similar Neighborhood Structures in Private Social Networks. ICDM Workshops (2010)
Lisa Singh, Mehmet Sayal
Privately detecting bursts in streaming, distributed time series data. Data Knowl. Eng. 68 (6) (2009)
Frank Nagle, Lisa Singh
Can Friends Be Trusted? Exploring Privacy in Online Social Networks. ASONAM (2009)
Paul Caravelli, Mitchell Beard, Brian Gopalan, Lisa Singh, Zhang-Zhi Hu
Generating Abstract Networks Using Multi-relational Biological Data. IV (2009)
Hossam Sharara, Lisa Singh, Lise Getoor, Janet Mann
The Dynamics of Actor Loyalty to Groups in Affiliation Networks. ASONAM (2009)
Lisa Singh, Mitchell Beard, Brian Gopalan, Gregory Nelson
Structure-Based Hierarchical Transformations for Interactive Visual Exploration of Social Networks. PAKDD (2008)
Justin Zhan, Gary Blosser, Christopher C. Yang, Lisa Singh
Privacy-Preserving Collaborative Social Networks. ISI Workshops (2008)
M. Brian Blake, Lisa Singh
Software Engineering for Web Services Workflow Systems. Int. J. Softw. Eng. Knowl. Eng. 18 (2) (2008)
Lisa Singh, Lise Getoor
Increasing the Predictive Power of Affiliation Networks. IEEE Data Eng. Bull. 30 (2) (2007)
Lisa Singh, Mehmet Sayal
Privacy Preserving Burst Detection of Distributed Time Series Data Using Linear Transforms. CIDM (2007)
Hyunmo Kang, Lise Getoor, Lisa Singh
Visual analysis of dynamic group membership in temporal social networks. SIGKDD Explor. 9 (2) (2007)
Hyunmo Kang, Lise Getoor, Lisa Singh
C-GROUP: A Visual Analytic Tool for Pairwise Analysis of Dynamic Group Membership. IEEE VAST (2007)
Lisa Singh, Mitchell Beard, Lise Getoor, M. Brian Blake
Visual Mining of Multi-Modal Social Networks at Different Abstraction Levels. IV (2007)
Lisa Singh, Justin Zhan
Measuring Topological Anonymity in Social Networks. GrC (2007)
Mehmet Sayal, Lisa Singh
Detecting Aggregate Bursts from Scaled Bins within the Context of Privacy. ICDE Workshops (2007)
M. Brian Blake, Lisa Singh, Andrew B. Williams, Wendell Norman, Amy L. Silva
Experience Report: A Component-Based Data Management and Knowledge Discovery Framework for Aviation Studies. Int. J. Inf. Technol. Web Eng. 1 (1) (2006)
Lisa Singh, Lise Getoor, Louis Licamele
Pruning Social Networks Using Structural Properties and Descriptive Attributes. ICDM (2005)
Lisa Singh, Peter Scheuermann, Bin Chen
IRIS: our prototype rule generation system. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (1999)
Lisa Singh, Bin Chen, Rebecca Haight, Peter Scheuermann
An Algorithm for Constrained Association Rule Mining in Semi-structured Data. PAKDD (1999)
Lisa Singh, Bin Chen, Rebecca Haight, Peter Scheuermann, Kiyoko Aoki
A Robust System Architecture for Mining Semi-Structured Data. KDD (1998)
Lisa Singh, Peter Scheuermann, Bin Chen
Generating Association Rules from Semi-Structured Documents Using an Extended Concept Hierarchy. CIKM (1997)