| 2024 | CIKM | Leveraging Local Structure for Improving Model Explanations: An Information Propagation Approach. | Ruo Yang, Binghui Wang, Mustafa Bilgic |
| 2024 | ICWSM | How Does Empowering Users with Greater System Control Affect News Filter Bubbles? | Ping Liu, Karthik Shivaram, Aron Culotta, Matthew A. Shapiro, Mustafa Bilgic |
| 2024 | ICWSM | Characterizing Online Criticism of Partisan News Media Using Weakly Supervised Learning. | Karthik Shivaram, Mustafa Bilgic, Matthew A. Shapiro, Aron Culotta |
| 2024 | ICWSM | Forecasting Political News Engagement on Social Media. | Karthik Shivaram, Mustafa Bilgic, Matthew A. Shapiro, Aron Culotta |
| 2023 | CVPR | IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients. | Ruo Yang, Binghui Wang, Mustafa Bilgic |
| 2023 | IJCAI | Context-Aware Feature Selection and Classification. | Juanyan Wang, Mustafa Bilgic |
| 2022 | ACL | Ranking-Constrained Learning with Rationales for Text Classification. | Juanyan Wang, Manali Sharma, Mustafa Bilgic |
| 2022 | ICWSM | Leaders or Followers? A Temporal Analysis of Tweets from IRA Trolls. | Siva K. Balasubramanian, Mustafa Bilgic, Aron Culotta, Libby Hemphill, Anita Nikolich, Matthew A. Shapiro |
| 2022 | RecSys | Reducing Cross-Topic Political Homogenization in Content-Based News Recommendation. | Karthik Shivaram, Ping Liu, Matthew A. Shapiro, Mustafa Bilgic, Aron Culotta |
| 2021 | AAAI | Relational Classification of Biological Cells in Microscopy Images. | Ping Liu, Mustafa Bilgic |
| 2021 | WWW | The Interaction between Political Typology and Filter Bubbles in News Recommendation Algorithms. | Ping Liu, Karthik Shivaram, Aron Culotta, Matthew A. Shapiro, Mustafa Bilgic |
| 2016 | AAAI | Active Inference and Dynamic Gaussian Bayesian Networks for Battery Optimization in Wireless Sensor Networks. | Caner Komurlu, Mustafa Bilgic |
| 2015 | NAACL | Active Learning with Rationales for Text Classification. | Manali Sharma, Di Zhuang, Mustafa Bilgic |
| 2014 | AAAI | Anytime Active Learning. | Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic |
| 2014 | UAI | Dynamic Bayesian Network Modeling of Vascularization in Engineered Tissues. | Caner Komurlu, Jinjian Shao, Mustafa Bilgic |
| 2013 | ICDM | Most-Surely vs. Least-Surely Uncertain. | Manali Sharma, Mustafa Bilgic |
| 2013 | KDD | Towards anytime active learning: interrupting experts to reduce annotation costs. | Maria Eugenia Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic |
| 2012 | SIGIR | Active query selection for learning rankers. | Mustafa Bilgic, Paul N. Bennett |
| 2012 | SDM | Combining Active Learning and Dynamic Dimensionality Reduction. | Mustafa Bilgic |
| 2010 | AAAI | Active Inference for Collective Classification. | Mustafa Bilgic, Lise Getoor |
| 2010 | ICML | Active Learning for Networked Data. | Mustafa Bilgic, Lilyana Mihalkova, Lise Getoor |
| 2008 | KDD | Effective label acquisition for collective classification. | Mustafa Bilgic, Lise Getoor |
| 2007 | AAAI | VOILA: Efficient Feature-value Acquisition for Classification. | Mustafa Bilgic, Lise Getoor |
| 2007 | ICDM | Combining Collective Classification and Link Prediction. | Mustafa Bilgic, Galileo Namata, Lise Getoor |
| 2005 | GD | D-Dupe: An Interactive Tool for Entity Resolution in Social Networks. | Mustafa Bilgic, Louis Licamele, Lise Getoor, Ben Shneiderman |
| 2005 | KDD | Capital and benefit in social networks. | Louis Licamele, Mustafa Bilgic, Lise Getoor, Nick Roussopoulos |