Publications
This section contains publications published by ISI over the past several decades.
2025
Comparison of Deep Learning and Clinician Performance Detecting Referable Glaucoma from Fundus Photographs in a Safety Net Population
Van Nguyen, Sreenidhi Iyengar, Haroon Rasheed, Galo Apolo, Zhiwei Li, Aniket Kumar, Hong Nguyen, Austin Bohner, Kyle Bolo, Rahul Dhodapkar, Jiun Do, Andrew T Duong, Jeffrey Gluckstein, Kendra Hong, Lucas L Humayun, Alanna James, Junhui Lee, Kent Nguyen, Brandon J Wong, Jose-Luis Ambite, Carl Kesselman, Lauren P Daskivich, Michael Pazzani, Benjamin Y Xu
Ophthalmology Science, 100751, 2025
NeuroDISK: An AI Approach to Automate Continuous Inquiry-Driven Discoveries in Neuroimaging Genetics
Daniel Garijo, Qifan Yang, Hernan Vargas, Shruti P Gadewar, Kevin Low, Varun Ratnakar, Maximiliano Osorio, Alyssa H Zhu, Agnes McMahon, Yolanda Gil, Neda Jahanshad
bioRxiv.02. 14.638360, 2025
A Critical Review of Predominant Bias in Neural Networks
Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E Hussein, Wael AbdAlmageed
arXiv preprint arXiv:2502.11031, 2025
Beyond Interaction Patterns: Assessing Claims of Coordinated Inter-State Information Operations on Twitter/X
Valeria Pantè, David Axelrod, Alessandro Flammini, Filippo Menczer, Emilio Ferrara, Luca Luceri
In the Proceedings of The Web Conference 2025, 2025
Prevalence, Sharing Patterns, and Spreaders of Multimodal AI-Generated Content on X during the 2024 US Presidential Election
Zhiyi Chen, Jinyi Ye, Emilio Ferrara, Luca Luceri
arXiv preprint arXiv:2502.11248, 2025
Delayed takedown of illegal content on social media makes moderation ineffective
Bao Tran Truong, Sangyeon Kim, Gianluca Nogara, Enrico Verdolotti, Erfan Samieyan Sahneh, Florian Saurwein, Natascha Just, Luca Luceri, Silvia Giordano, Filippo Menczer
arXiv e-prints, arXiv: 2502.08841, 2025
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation
Hieu Nguyen, Zihao He, Shoumik Atul Gandre, Ujjwal Pasupulety, Sharanya Kumari Shivakumar, Kristina Lerman
arXiv preprint arXiv:2502.11306, 2025
The Shrinking Landscape of Linguistic Diversity in the Age of Large Language Models
Zhivar Sourati, Farzan Karimi-Malekabadi, Meltem Ozcan, Colin McDaniel, Alireza Ziabari, Jackson Trager, Ala Tak, Meng Chen, Fred Morstatter, Morteza Dehghani
arXiv preprint arXiv:2502.11266, 2025
APPARATUS AND METHOD FOR FLUID ANALYTE DETECTION USING RING RESONATOR BASED SPECTROSCOPY
AP Jacob, A Jaiswal, R Kudalippalliyalil, S Chandran
US Patent App. 18/923,395, 2025
On localizing and deleting toxic memories in large language models
Anubrata Das, Manoj Kumar, Ninareh Mehrabi, Anil Ramakrishna, Anna Rumshisky, Kai-Wei Chang, Aram Galstyan, Morteza Ziyadi, Rahul Gupta
Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning
Hyundong Cho, Karishma Sharma, Nicolaas Jedema, Leonardo FR Ribeiro, Alessandro Moschitti, Ravi Krishnan, Jonathan May
arXiv preprint arXiv:2502.08972, 2025
X under Musk’s leadership: Substantial hate and no reduction in inauthentic activity
Daniel Hickey, Daniel MT Fessler, Kristina Lerman, Keith Burghardt
PloS one 20 (2), e0313293, 2025
The machine learning-based prediction of the sound pressure level from pathological and healthy speech signal
Manila Kodali, Sudarsana Kadiri, Shrikanth Narayanan, Paavo Alku
Journal of the Acoustical Society of America, 2025
Token pruning optimization for efficient multi-vector dense retrieval
Shanxiu He, Mutasem Al-Darabsah, Suraj Nair, Jonathan May, Tarun Agarwal, Tao Yang, Choon Hui Teo
Increasing the Efficiency of Ensemble Molecular Dynamics Simulations with Termination of Unproductive Trajectories Identified at Runtime
Jack Marquez, Michel A Cuendet, Silvina Caino-Lores, Trilce Estrada, Ewa Deelman, Harel Weinstein, Michela Taufer
The Journal of Physical Chemistry A, 2025
Public Health Messaging on Twitter During the COVID-19 Pandemic: Observational Study
Ashwin Rao, Nazanin Sabri, Siyi Guo, Louiqa Raschid, Kristina Lerman
Journal of Medical Internet Research 27, e63910, 2025
Characterizing Network Structure of Anti-Trans Actors on TikTok
Maxyn Leitner, Rebecca Dorn, Fred Morstatter, Kristina Lerman
arXiv preprint arXiv:2501.16507, 2025
Automating Annotation Guideline Improvements using LLMs: A Case Study
Adrien Bibal, Nathaniel Gerlek, Goran Muric, Elizabeth Boschee, Steven C Fincke, Mike Ross, Steven N Minton
Proceedings of Context and Meaning: Navigating Disagreements in NLP …, 2025
Making Sense Of Distributed Representations With Activation Spectroscopy
Kyle Reing, Greg Ver Steeg, Aram Galstyan
arXiv preprint arXiv:2501.15435, 2025
Discovering Likely Invariants for Distributed Systems Through Runtime Monitoring and Learning
Yuan Xia, Deepayan Sur, Aabha Shailesh Pingle, Jyotirmoy V Deshmukh, Mukund Raghothaman, Srivatsan Ravi
International Conference on Verification, Model Checking, and Abstract …, 2025