Elena Zheleva

Elena Zheleva

University of Illinois at Chicago

H-index: 21

North America-United States

About Elena Zheleva

Elena Zheleva, With an exceptional h-index of 21 and a recent h-index of 19 (since 2020), a distinguished researcher at University of Illinois at Chicago, specializes in the field of Machine learning, Causal inference, Data science, Graph mining, Privacy.

His recent articles reflect a diverse array of research interests and contributions to the field:

Determining causality in travel mode choice

4.2 Causal Representation Learning

MOTIV: Visual Exploration of Moral Framing in Social Media

Bridging or Breaking: Impact of Intergroup Interactions on Religious Polarization

Fairness of Interaction in Ranking under Position, Selection, and Trust Bias

Contagion Effect Estimation Using Proximal Embeddings

A Lens to Pandemic Stay at Home Attitudes

Inferring Causal Effects Under Heterogeneous Peer Influence

Elena Zheleva Information

University

Position

Assistant Professor of Computer Science

Citations(all)

2963

Citations(since 2020)

1151

Cited By

2167

hIndex(all)

21

hIndex(since 2020)

19

i10Index(all)

29

i10Index(since 2020)

25

Email

University Profile Page

University of Illinois at Chicago

Google Scholar

View Google Scholar Profile

Elena Zheleva Skills & Research Interests

Machine learning

Causal inference

Data science

Graph mining

Privacy

Top articles of Elena Zheleva

Title

Journal

Author(s)

Publication Date

Determining causality in travel mode choice

Travel Behaviour and Society

Rishabh Singh Chauhan

Christoffer Riis

Shishir Adhikari

Sybil Derrible

Elena Zheleva

...

2024/7/1

4.2 Causal Representation Learning

Scalable Graph Mining and Learning

Elena Zheleva

2024/4

MOTIV: Visual Exploration of Moral Framing in Social Media

Computer Graphics Forum

Andrew Wentzel

Lauren Levine

Vipul Dhariwal

Zarah Fatemi

Abarai Bhattacharya

...

2024/3/28

Bridging or Breaking: Impact of Intergroup Interactions on Religious Polarization

arXiv preprint arXiv:2402.11895

Rochana Chaturvedi

Sugat Chaturvedi

Elena Zheleva

2024/2/19

Fairness of Interaction in Ranking under Position, Selection, and Trust Bias

ACM Transactions on Recommender Systems

Zohreh Ovaisi

Parsa Saadatpanah

Shahin Sefati

Mesrob Ohannessian

Elena Zheleva

2024

Contagion Effect Estimation Using Proximal Embeddings

arXiv preprint arXiv:2306.02479

Zahra Fatemi

Elena Zheleva

2023/6/4

A Lens to Pandemic Stay at Home Attitudes

Andrew Wentzel

Lauren Levine

Vipul Dhariwal

Zahra Fatemi

Abari Bhattacharya

...

2023/10/22

Inferring Causal Effects Under Heterogeneous Peer Influence

arXiv preprint arXiv:2305.17479

Shishir Adhikari

Elena Zheleva

2023/5/27

Leveraging heterogeneous spillover effects in maximizing contextual bandit rewards

arXiv preprint arXiv:2310.10259

Ahmed Sayeed Faruk

Elena Zheleva

2023/10/16

Incentivizing sharing in social networks

2023/6/27

Network experiment designs for inferring causal effects under interference

Frontiers in big Data

Zahra Fatemi

Elena Zheleva

2023/4/17

Data-Driven Estimation of Heterogeneous Treatment Effects

arXiv preprint arXiv:2301.06615

Christopher Tran

Keith Burghardt

Kristina Lerman

Elena Zheleva

2023/1/16

Learning relational causal models with cycles through relational acyclification

Proceedings of the AAAI Conference on Artificial Intelligence

Ragib Ahsan

David Arbour

Elena Zheleva

2023/6/26

Mitigating Cold-start Problem Using Cold Causal Demand Forecasting Model

Zahra Fatemi

Minh Huynh

Elena Zheleva

Zamir Syed

Xiaojun Di

2023/11/5

Correction: Content and Dynamics of Websites Shared Over Vaccine-Related Tweets in COVID-19 Conversations: Computational Analysis

Journal of Medical Internet Research

Iain Cruickshank

Tamar Ginossar

Jason Sulskis

Elena Zheleva

Tanya Berger-Wolf

2023/1/9

Mitigating cold-start forecasting using cold causal demand forecasting model

arXiv preprint arXiv:2306.09261

Zahra Fatemi

Minh Huynh

Elena Zheleva

Zamir Syed

Xiaojun Di

2023/6/15

Cross-platform spread: vaccine-related content, sources, and conspiracy theories in YouTube videos shared in early Twitter COVID-19 conversations

Human vaccines & immunotherapeutics

Tamar Ginossar

Iain J Cruickshank

Elena Zheleva

Jason Sulskis

Tanya Berger-Wolf

2022/1/31

Understanding stay-at-home attitudes through framing analysis of tweets

Zahra Fatemi

Abari Bhattacharya

Andrew Wentzel

Vipul Dhariwal

Lauren Levine

...

2022/10/13

Heterogeneous Peer Effects in the Linear Threshold Model

Christopher Tran

Elena Zheleva

2022

Non-parametric inference of relational dependence

Ragib Ahsan

Zahra Fatemi

David Arbour

Elena Zheleva

2022/8/17

See List of Professors in Elena Zheleva University(University of Illinois at Chicago)

Co-Authors

H-index: 133
Ben Shneiderman

Ben Shneiderman

University of Maryland, Baltimore

H-index: 73
Lise Getoor

Lise Getoor

University of California, Santa Cruz

H-index: 71
Catherine Plaisant

Catherine Plaisant

University of Maryland

H-index: 35
Evimaria Terzi

Evimaria Terzi

Boston University

academic-engine