Elena Zheleva

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 51

Top Topics

Granger Causality

Recommender Systems

Top Venues

Publications

Zahra Fatemi, Jean Pouget-Abadie, Elena Zheleva
Cascade-based Randomization for Inferring Causal Effects under Diffusion Interference. CoRR (2024)
Rochana Chaturvedi, Sugat Chaturvedi, Elena Zheleva
Bridging or Breaking: Impact of Intergroup Interactions on Religious Polarization. CoRR (2024)
Rochana Chaturvedi, Sugat Chaturvedi, Elena Zheleva
Bridging or Breaking: Impact of Intergroup Interactions on Religious Polarization. WWW (2024)
Zahra Fatemi, Jean Pouget-Abadie, Elena Zheleva
Cascade-Based Randomization for Inferring Causal Effects under Diffusion Interference. ICWSM (2024)
Zahra Fatemi, Elena Zheleva
Network experiment designs for inferring causal effects under interference. Frontiers Big Data 6 (2024)
Andrew Wentzel, Lauren Levine, Vipul Dhariwal, Zarah Fatemi, Abari Bhattacharya, Barbara Di Eugenio, Andrew Rojecki, Elena Zheleva, G. Elisabeta Marai
MOTIV: Visual Exploration of Moral Framing in Social Media. CoRR (2024)
Zahra Fatemi, Elena Zheleva
Contagion Effect Estimation Using Proximal Embeddings. CoRR (2023)
Ahmed Sayeed Faruk, Elena Zheleva
Leveraging heterogeneous spillover effects in maximizing contextual bandit rewards. CoRR (2023)
Ragib Ahsan, David Arbour, Elena Zheleva
Learning Relational Causal Models with Cycles through Relational Acyclification. AAAI (2023)
Christopher Tran, Keith Burghardt, Kristina Lerman, Elena Zheleva
Data-Driven Estimation of Heterogeneous Treatment Effects. CoRR (2023)
Shishir Adhikari, Elena Zheleva
Inferring Causal Effects Under Heterogeneous Peer Influence. CoRR (2023)
Zahra Fatemi, Minh Huynh, Elena Zheleva, Zamir Syed, Xiaojun Di
Mitigating Cold-start Forecasting using Cold Causal Demand Forecasting Model. CoRR (2023)
Andrew Wentzel, Lauren Levine, Vipul Dhariwal, Zahra Fatemi, Barbara Di Eugenio, Andrew Rojecki, Elena Zheleva, G. Elisabeta Marai
A Lens to Pandemic Stay at Home Attitudes. CoRR (2023)
Zohreh Ovaisi, Shelby Heinecke, Jia Li, Yongfeng Zhang, Elena Zheleva, Caiming Xiong
RGRecSys: A Toolkit for Robustness Evaluation of Recommender Systems. CoRR (2022)
Ragib Ahsan, Zahra Fatemi, David Arbour, Elena Zheleva
Non-parametric inference of relational dependence. UAI (2022)
Ragib Ahsan, David Arbour, Elena Zheleva
Relational Causal Models with Cycles: Representation and Reasoning. CoRR (2022)
Christopher Tran, Elena Zheleva
Heterogeneous Peer Effects in the Linear Threshold Model. AAAI (2022)
Christopher Tran, Elena Zheleva
Heterogeneous Peer Effects in the Linear Threshold Model. CoRR (2022)
Ragib Ahsan, David Arbour, Elena Zheleva
Learning Relational Causal Models with Cycles through Relational Acyclification. CoRR (2022)
Ragib Ahsan, Zahra Fatemi, David Arbour, Elena Zheleva
Non-Parametric Inference of Relational Dependence. CoRR (2022)
Ragib Ahsan, David Arbour, Elena Zheleva
Relational Causal Models with Cycles: Representation and Reasoning. CLeaR (2022)
Zahra Fatemi, Abari Bhattacharya, Andrew Wentzel, Vipul Dhariwal, Lauren Levine, Andrew Rojecki, G. Elisabeta Marai, Barbara Di Eugenio, Elena Zheleva
Understanding Stay-at-home Attitudes through Framing Analysis of Tweets. DSAA (2022)
Christopher Tran, Elena Zheleva
Improving Data-driven Heterogeneous Treatment Effect Estimation Under Structure Uncertainty. CoRR (2022)
Zohreh Ovaisi, Shelby Heinecke, Jia Li, Yongfeng Zhang, Elena Zheleva, Caiming Xiong
RGRecSys: A Toolkit for Robustness Evaluation of Recommender Systems. WSDM (2022)
Christopher Tran, Elena Zheleva
Improving Data-driven Heterogeneous Treatment Effect Estimation Under Structure Uncertainty. KDD (2022)
Zahra Fatemi, Abari Bhattacharya, Andrew Wentzel, Vipul Dhariwal, Lauren Levine, Andrew Rojecki, G. Elisabeta Marai, Barbara Di Eugenio, Elena Zheleva
Understanding Stay-at-home Attitudes through Framing Analysis of Tweets. CoRR (2022)
Chainarong Amornbunchornvej, Elena Zheleva, Tanya Y. Berger-Wolf
Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis. ACM Trans. Knowl. Discov. Data 15 (4) (2021)
Yuzi He, Christopher Tran, Julie Jiang, Keith Burghardt, Emilio Ferrara, Elena Zheleva, Kristina Lerman
Heterogeneous Effects of Software Patches in a Multiplayer Online Battle Arena Game. CoRR (2021)
Shishir Adhikari, Akshay Uppal, Robin Mermelstein, Tanya Y. Berger-Wolf, Elena Zheleva
Understanding the Dynamics between Vaping and Cannabis Legalization Using Twitter Opinions. ICWSM (2021)
Tianshu Sun, Siva Viswanathan, Ni Huang, Elena Zheleva
Designing Promotional Incentives to Embrace Social Sharing: Evidence from Field and Online Experiments. MIS Q. 45 (2) (2021)
Zohreh Ovaisi, Kathryn Vasilaky, Elena Zheleva
Propensity-Independent Bias Recovery in Offline Learning-to-Rank Systems. SIGIR (2021)
Yuzi He, Christopher Tran, Julie Jiang, Keith Burghardt, Emilio Ferrara, Elena Zheleva, Kristina Lerman
Heterogeneous Effects of Software Patches in aMultiplayer Online Battle Arena Game. FDG (2021)
Mohammad Taha Khan, Christopher Tran, Shubham Singh, Dimitri Vasilkov, Chris Kanich, Blase Ur, Elena Zheleva
Helping Users Automatically Find and Manage Sensitive, Expendable Files in Cloud Storage. USENIX Security Symposium (2021)
Shishir Adhikari, Akshay Uppal, Robin Mermelstein, Tanya Y. Berger-Wolf, Elena Zheleva
Understanding the Dynamics between Vaping and Cannabis Legalization Using Twitter Opinions. CoRR (2021)
Elena Zheleva, David Arbour
Causal Inference from Network Data. KDD (2021)
Tianshu Sun, Siva Viswanathan, Elena Zheleva
Creating Social Contagion Through Firm-Mediated Message Design: Evidence from a Randomized Field Experiment. Manag. Sci. 67 (2) (2021)
Zohreh Ovaisi, Ragib Ahsan, Yifan Zhang, Kathryn Vasilaky, Elena Zheleva
Correcting for Selection Bias in Learning-to-rank Systems. WWW (2020)
Usman Shahid, Barbara Di Eugenio, Andrew Rojecki, Elena Zheleva
Detecting and understanding moral biases in news. NUSE@ACL (2020)
Zahra Fatemi, Elena Zheleva
Minimizing Interference and Selection Bias in Network Experiment Design. ICWSM (2020)
Zahra Fatemi, Elena Zheleva
Minimizing Interference and Selection Bias in Network Experiment Design. CoRR (2020)
Chainarong Amornbunchornvej, Elena Zheleva, Tanya Y. Berger-Wolf
Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis. CoRR (2020)
Zohreh Ovaisi, Ragib Ahsan, Yifan Zhang, Kathryn Vasilaky, Elena Zheleva
Correcting for Selection Bias in Learning-to-rank Systems. CoRR (2020)
Christopher Tran, Elena Zheleva
Learning Triggers for Heterogeneous Treatment Effects. AAAI (2019)
Mainack Mondal, Günce Su Yilmaz, Noah Hirsch, Mohammad Taha Khan, Michael Tang, Christopher Tran, Chris Kanich, Blase Ur, Elena Zheleva
Moving Beyond Set-It-And-Forget-It Privacy Settings on Social Media. CCS (2019)
Chainarong Amornbunchornvej, Elena Zheleva, Tanya Y. Berger-Wolf
Variable-Lag Granger Causality for Time Series Analysis. DSAA (2019)
Tianshu Sun, Lanfei Shi, Siva Viswanathan, Elena Zheleva
Motivating Effective Mobile App Adoptions: Evidence from a Large-Scale Randomized Field Experiment. Inf. Syst. Res. 30 (2) (2019)
Tianshu Sun, Siva Viswanathan, Nina Huang, Elena Zheleva
Designing Promotion Incentive to Embrace Social Sharing: Evidence from Field and Lab Experiments. ICIS (2019)
Mahnaz Roshanaei, Christopher Tran, Sylvia Morelli, Cornelia Caragea, Elena Zheleva
Paths to Empathy: Heterogeneous Effects of Reading Personal Stories Online. DSAA (2019)
Chainarong Amornbunchornvej, Elena Zheleva, Tanya Y. Berger-Wolf
Variable-lag Granger Causality for Time Series Analysis. CoRR (2019)
Joseph J. Pfeiffer III, Elena Zheleva
Optimizing the Effectiveness of Incentivized Social Sharing. ASONAM (2017)
Ios Kotsogiannis, Elena Zheleva, Ashwin Machanavajjhala
Directed Edge Recommender System. WSDM (2017)
Tianshu Sun, Siva Viswanathan, Elena Zheleva
Understanding the Effects of Message Design on Firm-Mediated Online Social Interactions: A Randomized Field Experiment. ICIS (2014)
Tianshu Sun, Siva Viswanathan, Elena Zheleva
Impact of Message Design on Online Interactions: An Empirical Investigation. ICEC (2014)
Elena Zheleva, John Guiver, Eduarda Mendes Rodrigues, Natasa Milic-Frayling
Statistical models of music-listening sessions in social media. WWW (2010)
Elena Zheleva, Hossam Sharara, Lise Getoor
Co-evolution of social and affiliation networks. KDD (2009)
Elena Zheleva, Lise Getoor
To join or not to join: the illusion of privacy in social networks with mixed public and private user profiles. WWW (2009)
Elena Zheleva, Lise Getoor, Jennifer Golbeck, Ugur Kuter
Using Friendship Ties and Family Circles for Link Prediction. SNAKDD (2008)
Elena Zheleva, Aleksander Kolcz, Lise Getoor
Trusting spam reporters: A reporter-based reputation system for email filtering. ACM Trans. Inf. Syst. 27 (1) (2008)
Anthony Don, Elena Zheleva, Machon Gregory, Sureyya Tarkan, Loretta Auvil, Tanya E. Clement, Ben Shneiderman, Catherine Plaisant
Discovering interesting usage patterns in text collections: integrating text mining with visualization. CIKM (2007)
Elena Zheleva, Lise Getoor
Preserving the Privacy of Sensitive Relationships in Graph Data. PinKDD (2007)
Elena Zheleva, Abdullah N. Arslan
Fast Motif Search in Protein Sequence Databases. CSR (2006)