publications

digital platforms, machine learning, causal inference, misinformation

For details see Google Scholar

2024

  1. Market Design Interventions for Safer Agentic AI
    Abhishek Shah, Pratyay Banerjee, Jiayang Kuang, Aaron Nichols, Nina Mazar, Marshall van Alstyne, and Swapneel Mehta
    Working Paper, Yale AI/ML Conference (Oral Talk), 2024
  2. Bridging Nodes and Narrative Flows: Identifying Intervention Targets for Disinformation on Telegram
    Hriday Ranka, Devang Shah, Lynnette Ng, and Swapneel Mehta
    Working Paper, 2024
  3. Improving Economic Welfare in Reputation-based Marketplaces with Truth Warrants
    Swapneel Mehta, and Marshall van Alstyne
    Working Paper, WISE (Oral Talk), 2024
  4. Reducing Misleading Claims in Digital Marketplaces using Truth Warrants
    Swapneel Mehta, Zoey Yang, Changxuan Fan, Daian Liu, Nina Mazar, and Marshall van Alstyne
    Working Paper, IC2S2 (Oral Talk), 2024
  5. Multimodal Analysis of Instagram Marketing Strategies Across Developed and Developing Countries
    Ritesh Konka, Pranali Kurani, Swapneel Mehta, and Lynnette Ng
    Working Paper, 2024
  6. The Effect of Influencers on the Independent Re-sharing of News in an Alt-Right Ecosystem
    Gautam Malpani, and Swapneel Mehta
    Working Paper, 2024
  7. Using Large Language Model Debates to Predict X’s Community Notes Visibility
    Viral Dalal, Aaryamonvikram Singh, Christian Witt, and Swapneel Mehta
    Working Paper, 2024
  8. Detecting Emergent Social Media Misinformation in the Era of LLMs
    Raghav Jain, Swapneel Mehta, Fazl Barez, and Philip Torr
    Working Paper, 2024
  9. The Double-Edged Sword of User Agency: Empowerment and Risk in Decentralized Social Media Platforms
    Dhvani Shah, Shristi Shetty, and Swapneel Mehta
    Working Paper, 2024
  10. Examining the Implications of Deepfakes for Election Integrity
    Hriday Ranka, Mokshit Surana, N. Kothari, V. Pariawala, Pratyay Banerjee, A. Surve, S.R. Sankepally, Raghav Jain, J. Lalwani, and Swapneel Mehta
    In AAAI Workshop on AI for Credible Elections, 2024
  11. How Decentralization Affects User Agency on Social Platforms
    Aditya Surve, Aneesh Shamraj, and Swapneel Mehta
    In Data Challenge, AAAI International Conference on Web and Social Media (ICWSM), 2024
  12. Can Social Media Platforms Transcend Political Labels? An Analysis of Neutral Conversations on Truth Social
    Chaitya Shah, Ritesh Konka, Gautam Malpani, Swapneel Mehta, and Lynnette Ng
    In DARE Workshop, AAAI International Conference on Web and Social Media (ICWSM), 2024

2023

  1. Identifying the Causal Effects of Twitter’s Interventions on Trump’s Tweets
    Swapneel Mehta, James Bisbee, Zeve Sanderson, Richard Bonneau, Joshua Tucker, and Jonathan Nagler
    Working Paper, Stanford T&S Research Conference (Lightning Talk), 2023

2022

  1. Compartmental Models for COVID-19 and Control via Policy Interventions
    Swapneel Mehta, and Noah Kasmanoff
    arXiv preprint arXiv:2203.02860, 2022
  2. Estimating the Impact of Coordinated Inauthentic Behavior on Content Recommendations in Social Networks
    Swapneel S Mehta, Atilim Gunes Baydin, Richard Bonneau, Jonathan Nagler, and Philip Torr
    In ICML 2022 Workshop AI for Agent-Based Modelling, 2022
  3. Expanding Access to ML Research through Student-led Collaboratives
    Deep Gandhi, Raghav Jain, Jay Gala, Jhagrut Lalwani, and Swapneel S Mehta
    In NeurIPS 2022 Workshop on Broadening Research Collaborations, 2022

2021

  1. Open-domain Trending Hashtag Recommendation for Videos
    Swapneel Mehta, Somdeb Sarkhel, Xiang Chen, Saayan Mitra, Vishwanathan Swaminathan, Ryan Rossi, Ali Aminian, Han Guo, and Kshitiz Garg
    In IEEE International Symposium on Multimedia (ISM), 2021
  2. Application of OLS Regression and VAR Models to Analyse the Economies of Varying Political Regimes
    Amrita Ganeriwalla, and Swapneel Mehta
    Journal of Student Research, 2021
  3. Covid-19 Modeling and Control via Policy Interventions
    Swapneel Mehta, and Noah Kasmanoff
    In International Conference on Probabilistic Programming (PROBPROG), 2021

2020

  1. iml-wg/HEP-ML-Resources: 2019
    Matthew Feickert, M Paganini, S Mehta, K Cranmer, JF Low, DH Guest, BPJ Stienen, S Templ, R Di Sipio, M Stoye, and  others
    2020
  2. Deepjetcore
    J Kieseler, M Stoye, M Verzetti, P Silva, SS Mehta, A Stakia, Y Iiyama, E Bols, SR Qasim, H Kirschenmann, and  others
    Zenodo, doi, 2020

2019

    2018

    1. A Big Data Architecture for Log Data Storage and Analysis
      Swapneel Mehta, Prasanth Kothuri, and Daniel Lanza Garcia
      In Integrated Intelligent Computing, Communication and Security, 2018
    2. Auto-Grading for 3D Modeling Assignments in MOOCs
      Swapneel Mehta, Chirag Raman, Nitin Ayer, and Sameer Sahasrabudhe
      In 2018 IEEE 18th International Conference on Advanced Learning Technologies (ICALT), 2018
    3. Anomaly Detection for Network Connection Logs
      Swapneel Mehta, Prasanth Kothuri, and Daniel Lanza Garcia
      arXiv preprint arXiv:1812.01941, 2018
    4. DeepJet: A Machine Learning Environment for High-energy Physics
      Swapneel Mehta, Mauro Verzetti, Jan Kieseler, and Markus Stoye
      2018
    5. Auto-grading for 3D Modeling Assignments in MOOCs
      Chirag Raman
      2018

    2017