Afra Mashhadi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 31

Top Topics

Intermediate Representations

Privacy Preserving

Visualization Tools

Top Venues

UbiComp/ISWC Adjunct

CHI Extended Abstracts

Publications

Maryam Amirizaniani, Elias Martin, Maryna Sivachenko, Afra Mashhadi, Chirag Shah
Do LLMs Exhibit Human-Like Reasoning? Evaluating Theory of Mind in LLMs for Open-Ended Responses. CoRR (2024)
Fiona Victoria Stanley Jothiraj, Afra Mashhadi
Phoenix: A Federated Generative Diffusion Model. WWW (Companion Volume) (2024)
Jürgen Pfeffer, Daniel Matter, Kokil Jaidka, Onur Varol, Afra Mashhadi, Jana Lasser, Dennis Assenmacher, Siqi Wu, Diyi Yang, Cornelia Brantner, Daniel M. Romero, Jahna Otterbacher, Carsten Schwemmer, Kenneth Joseph, David García, Fred Morstatter
Just Another Day on Twitter: A Complete 24 Hours of Twitter Data. CoRR (2023)
Yuting Zhan, Hamed Haddadi, Afra Mashhadi
Privacy-Aware Adversarial Network in Human Mobility Prediction. Proc. Priv. Enhancing Technol. 2023 (1) (2023)
Jürgen Pfeffer, Daniel Matter, Kokil Jaidka, Onur Varol, Afra Mashhadi, Jana Lasser, Dennis Assenmacher, Siqi Wu, Diyi Yang, Cornelia Brantner, Daniel M. Romero, Jahna Otterbacher, Carsten Schwemmer, Kenneth Joseph, David García, Fred Morstatter
Just Another Day on Twitter: A Complete 24 Hours of Twitter Data. ICWSM (2023)
Yuting Zhan, Hamed Haddadi, Afra Mashhadi
Analysing Fairness of Privacy-Utility Mobility Models. UbiComp/ISWC Adjunct (2023)
Yacine Belal, Sonia Ben Mokhtar, Hamed Haddadi, Jaron Wang, Afra Mashhadi
Survey of Federated Learning Models for Spatial-Temporal Mobility Applications. CoRR (2023)
Fiona Victoria Stanley Jothiraj, Afra Mashhadi
Phoenix: A Federated Generative Diffusion Model. CoRR (2023)
Yuting Zhan, Hamed Haddadi, Afra Mashhadi
Analysing Fairness of Privacy-Utility Mobility Models. CoRR (2023)
Alex Kyllo, Afra Mashhadi
Inflorescence: A Framework for Evaluating Fairness with Clustered Federated Learning. UbiComp/ISWC Adjunct (2023)
Yuting Zhan, Hamed Haddadi, Afra Mashhadi
Privacy-Aware Adversarial Network in Human Mobility Prediction. CoRR (2022)
Afra Mashhadi, Ali Tabaraei, Yuting Zhan, Reza M. Parizi
An Auditing Framework for Analyzing Fairness of Spatial-Temporal Federated Learning Applications. AIIoT (2022)
Fiona Victoria Stanley Jothiraj, Afra Mashhadi
Personalized Emotion Detection using IoT and Machine Learning. CoRR (2022)
Viraaji Mothukuri, Reza M. Parizi, Seyedamin Pouriyeh, Afra Mashhadi
CloudFL: A Zero-Touch Federated Learning Framework for Privacy-aware Sensor Cloud. ARES (2022)
Afra Mashhadi, Annuska Zolyomi, Jay Quedado
A Case Study of Integrating Fairness Visualization Tools in Machine Learning Education. CHI Extended Abstracts (2022)
Yuting Zhan, Alex Kyllo, Afra Mashhadi, Hamed Haddadi
Privacy-Aware Human Mobility Prediction via Adversarial Networks. CoRR (2022)
Michael Cho, Afra Mashhadi
Caring Without Sharing: A Federated Learning Crowdsensing Framework for Diversifying Representation of Cities. CoRR (2022)
Larissa Gao, Lingzi Hong, Afra Mashhadi
Nostalgic Analysis of Location Based Tweets. SocInfo (2022)
Afra Mashhadi, Sana Suse, Susan Ammiri, Spencer A. Wood
Impact of Exogenous Biases of Instagram Posts on Park Visitation Estimation. HT (2022)
Xinchen Yu, Afra Mashhadi, Jeremy Boy, René Clausen Nielsen, Lingzi Hong
Causal Impact Model to Evaluate the Diffusion Effect of Social Media Campaigns. ECSCW (2022)
Afra Mashhadi, Alex Kyllo, Reza M. Parizi
Fairness in Federated Learning for Spatial-Temporal Applications. CoRR (2022)
Xinchen Yu, Zhuoli Xie, Afra Mashhadi, Lingzi Hong
Multi-task Models for Multi-faceted Classification of Pandemic Information on Social Media. WebSci (2022)
Afra Mashhadi, Joshua Sterner, Jeffrey Murray
Deep Embedded Clustering of Urban Communities Using Federated Learning. IJCNN (2021)
Michael Cho, Afra Mashhadi
Caring Without Sharing: A Federated Learning Crowdsensing Framework for Diversifying Representation of Cities. MobiQuitous (2021)
Afra Mashhadi, Samantha G. Winder, Emilia H. Lia, Spencer A. Wood
No Walk in the Park: The Viability and Fairness of Social Media Analysis for Parks and Recreational Policy Making. ICWSM (2021)
Sana Suse, Afra Mashhadi, Spencer A. Wood
Effects of the COVID-19 Pandemic on Park Visitation Measured by Social Media. CSCW Companion (2021)
Jeffrey Murray Jr, Afra Mashhadi, Brent Lagesse, Michael Stiber
Privacy Preserving Techniques Applied to CPNI Data: Analysis and Recommendations. CoRR (2021)
Afra Mashhadi, Samantha G. Winder, Emilia H. Lia, Spencer A. Wood
Quantifying Biases in Social Media Analysis of Recreation in Urban Parks. PerCom Workshops (2020)
Afra Mashhadi
A Privacy-Preserving Framework for Collecting Demographic Information. CHI Extended Abstracts (2020)
Edward Kim, Joshua Sterner, Afra Mashhadi
A Crowd-Sourced Obstacle Detection and Navigation App for Visually Impaired. SmartCity360° (2020)
Lingzi Hong, Myeong Lee, Afra Mashhadi, Vanessa Frías-Martínez
Towards Understanding Communication Behavior Changes During Floods Using Cell Phone Data. SocInfo (2) (2018)