Publications
This section contains publications published by ISI over the past several decades.
2025
Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL
Wichayaporn Wongkamjan, Yanze Wang, Feng Gu, Denis Peskoff, Jonathan K Kummerfeld, Jonathan May, Jordan Lee Boyd-Graber
arXiv preprint arXiv:2502.12436, 2025
AIDE: Agentically Improve Visual Language Model with Domain Experts
Ming-Chang Chiu, Fuxiao Liu, Karan Sapra, Andrew Tao, Yaser Jacoob, Xuezhe Ma, Zhiding Yu, Guilin Liu
arXiv preprint arXiv:2502.09051, 2025
Reasoning on a Spectrum: Aligning LLMs to System 1 and System 2 Thinking
Alireza S Ziabari, Nona Ghazizadeh, Zhivar Sourati, Farzan Karimi-Malekabadi, Payam Piray, Morteza Dehghani
arXiv preprint arXiv:2502.12470, 2025
Efficient Privacy-Preserving Federated Learning With Selective Parameter Encryption
Weizhao Jin, Yuhang Yao, Shanshan Han, Jiajun Gu, Carlee Joe-Wong, Srivatsan Ravi, Salman Avestimehr, Chaoyang He
openreview.net, 2025
MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs
Jiarui Zhang, Mahyar Khayatkhoei, Prateek Chhikara, Filip Ilievski
arXiv preprint arXiv:2502.17422, 2025
Optical half-adder and averaging data channels using nonlinear wave mixing
A Minoofar, JL Habif, H Song, AE Willner, K Zou
US Patent App. 18/807,683, 2025
K-Edit: Language Model Editing with Contextual Knowledge Awareness
Elan Markowitz, Anil Ramakrishna, Ninareh Mehrabi, Charith Peris, Rahul Gupta, Kai-Wei Chang, Aram Galstyan
arXiv preprint arXiv:2502.10626, 2025
High-performance computing at a crossroads
Ewa Deelman, Jack Dongarra, Bruce Hendrickson, Amanda Randles, Daniel Reed, Edward Seidel, Katherine Yelick
Science 387 (6736), 829-831, 2025
Navigating Semantic Relations: Challenges for Language Models in Abstract Common-Sense Reasoning
Cole Gawin, Yidan Sun, Mayank Kejriwal
arXiv preprint arXiv:2502.14086, 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