| 2026 | WWW | Post-hoc Popularity Bias Correction in GNN-based Collaborative Filtering. | Md Aminul Islam, Elena Zheleva, Ren Wang |
| 2025 | WWW | Leveraging Heterogeneous Spillover in Maximizing Contextual Bandit Rewards. | Ahmed Sayeed Faruk, Elena Zheleva |
| 2025 | UAI | Relational Causal Discovery with Latent Confounders. | Matteo Negro, Andrea Piras, Ragib Ahsan, David Arbour, Elena Zheleva |
| 2024 | ICWSM | Cascade-Based Randomization for Inferring Causal Effects under Diffusion Interference. | Zahra Fatemi, Jean Pouget-Abadie, Elena Zheleva |
| 2024 | WWW | Bridging or Breaking: Impact of Intergroup Interactions on Religious Polarization. | Rochana Chaturvedi, Sugat Chaturvedi, Elena Zheleva |
| 2023 | AAAI | Learning Relational Causal Models with Cycles through Relational Acyclification. | Ragib Ahsan, David Arbour, Elena Zheleva |
| 2022 | AAAI | Heterogeneous Peer Effects in the Linear Threshold Model. | Christopher Tran, Elena Zheleva |
| 2022 | DSAA | Understanding Stay-at-home Attitudes through Framing Analysis of Tweets. | Zahra Fatemi, Abari Bhattacharya, Andrew Wentzel, Vipul Dhariwal, Lauren Levine, Andrew Rojecki, G. Elisabeta Marai, Barbara Di Eugenio, Elena Zheleva |
| 2022 | KDD | Improving Data-driven Heterogeneous Treatment Effect Estimation Under Structure Uncertainty. | Christopher Tran, Elena Zheleva |
| 2022 | UAI | Non-parametric inference of relational dependence. | Ragib Ahsan, Zahra Fatemi, David Arbour, Elena Zheleva |
| 2022 | WSDM | RGRecSys: A Toolkit for Robustness Evaluation of Recommender Systems. | Zohreh Ovaisi, Shelby Heinecke, Jia Li, Yongfeng Zhang, Elena Zheleva, Caiming Xiong |
| 2021 | FDG | Heterogeneous Effects of Software Patches in aMultiplayer Online Battle Arena Game. | Yuzi He, Christopher Tran, Julie Jiang, Keith Burghardt, Emilio Ferrara, Elena Zheleva, Kristina Lerman |
| 2021 | ICWSM | Understanding the Dynamics between Vaping and Cannabis Legalization Using Twitter Opinions. | Shishir Adhikari, Akshay Uppal, Robin Mermelstein, Tanya Y. Berger-Wolf, Elena Zheleva |
| 2021 | KDD | Causal Inference from Network Data. | Elena Zheleva, David Arbour |
| 2021 | SIGIR | Propensity-Independent Bias Recovery in Offline Learning-to-Rank Systems. | Zohreh Ovaisi, Kathryn Vasilaky, Elena Zheleva |
| 2020 | ACL | Detecting and understanding moral biases in news. | Usman Shahid, Barbara Di Eugenio, Andrew Rojecki, Elena Zheleva |
| 2020 | ICWSM | Minimizing Interference and Selection Bias in Network Experiment Design. | Zahra Fatemi, Elena Zheleva |
| 2020 | WWW | Correcting for Selection Bias in Learning-to-rank Systems. | Zohreh Ovaisi, Ragib Ahsan, Yifan Zhang, Kathryn Vasilaky, Elena Zheleva |
| 2019 | AAAI | Learning Triggers for Heterogeneous Treatment Effects. | Christopher Tran, Elena Zheleva |
| 2019 | CCS | Moving Beyond Set-It-And-Forget-It Privacy Settings on Social Media. | Mainack Mondal, Gnce Su Yilmaz, Noah Hirsch, Mohammad Taha Khan, Michael Tang, Christopher Tran, Chris Kanich, Blase Ur, Elena Zheleva |
| 2019 | DSAA | Variable-Lag Granger Causality for Time Series Analysis. | Chainarong Amornbunchornvej, Elena Zheleva, Tanya Y. Berger-Wolf |
| 2019 | DSAA | Paths to Empathy: Heterogeneous Effects of Reading Personal Stories Online. | Mahnaz Roshanaei, Christopher Tran, Sylvia Morelli, Cornelia Caragea, Elena Zheleva |
| 2019 | ICIS | Designing Promotion Incentive to Embrace Social Sharing: Evidence from Field and Lab Experiments. | Tianshu Sun, Siva Viswanathan, Nina Huang, Elena Zheleva |
| 2017 | WSDM | Directed Edge Recommender System. | Ios Kotsogiannis, Elena Zheleva, Ashwin Machanavajjhala |
| 2014 | ICIS | Understanding the Effects of Message Design on Firm-Mediated Online Social Interactions: A Randomized Field Experiment. | Tianshu Sun, Siva Viswanathan, Elena Zheleva |
| 2010 | WWW | Statistical models of music-listening sessions in social media. | Elena Zheleva, John Guiver, Eduarda Mendes Rodrigues, Natasa Milic-Frayling |
| 2009 | KDD | Co-evolution of social and affiliation networks. | Elena Zheleva, Hossam Sharara, Lise Getoor |
| 2009 | WWW | To join or not to join: the illusion of privacy in social networks with mixed public and private user profiles. | Elena Zheleva, Lise Getoor |
| 2008 | KDD | Using Friendship Ties and Family Circles for Link Prediction. | Elena Zheleva, Lise Getoor, Jennifer Golbeck, Ugur Kuter |
| 2007 | CIKM | Discovering interesting usage patterns in text collections: integrating text mining with visualization. | Anthony Don, Elena Zheleva, Machon Gregory, Sureyya Tarkan, Loretta Auvil, Tanya E. Clement, Ben Shneiderman, Catherine Plaisant |
| 2007 | KDD | Preserving the Privacy of Sensitive Relationships in Graph Data. | Elena Zheleva, Lise Getoor |
| 2006 | CSR | Fast Motif Search in Protein Sequence Databases. | Elena Zheleva, Abdullah N. Arslan |