Publications

This section contains publications published by ISI over the past several decades.

2026

Characterizing Robustness of Strategies to Novelty in Zero-Sum Open Worlds

Mayank Kejriwal, Shilpa Thomas, Hongyu Li
arXiv preprint arXiv:2602.14278,  2026

What do people want to fact-check?

Bijean Ghafouri, Dorsaf Sallami, Luca Luceri, Taylor Lynn Curtis, Jean-Francois Godbout, Emilio Ferrara, Reihaneh Rabbany
arXiv preprint arXiv:2602.10935,  2026

DIAL-SUMMER: A Structured Evaluation Framework of Hierarchical Errors in Dialogue Summaries

Sahana Ramnath, Nima Chitsazan, Mingyang Zhou, Chia-Hsuan Lee, Shi-Xiong Zhang, Stephen Rawls, Sambit Sahu, Sangwoo Cho, Xiang Ren, Genta Indra Winata, Akshaj Kumar Veldanda
arXiv preprint arXiv:2602.08149,  2026

BioTamperNet: Affinity-Guided State-Space Model Detecting Tampered Biomedical Images

Soumyaroop Nandi, Prem Natarajan
arXiv preprint arXiv:2602.01435,  2026

Machine learning model signatures

Y Wu, P Natarajan, RM Reddy, P Natarajan, X Zhang
US Patent 12,530,189,  2026

Overstating Attitudes, Ignoring Networks: LLM Biases in Simulating Misinformation Susceptibility

Eun Cheol Choi, Lindsay E Young, Emilio Ferrara
arXiv preprint arXiv:2602.04674,  2026

NeVStereo: A NeRF-Driven NVS-Stereo Architecture for High-Fidelity 3D Tasks

Pengcheng Chen, Yue Hu, Wenhao Li, Nicole M Gunderson, Andrew Feng, Zhenglong Sun, Peter Beerel, Eric J Seibel
arXiv preprint arXiv:2602.05423,  2026

Growth First, Care Second? Tracing the Landscape of LLM Value Preferences in Everyday Dilemmas

Zhiyi Chen, Eun Cheol Choi, Yingjia Luo, Xinyi Wang, Yulei Xiao, Aizi Yang, Luca Luceri
arXiv preprint arXiv:2602.04456,  2026

Predicting Origin-Destination Traffic with Advanced Spatio-Temporal Networks

Bo-Yan Zeng, Yen-An Chen, Shih-Hung Yang, Fandel Lin, Donna Hsu, Hsun-Ping Hsieh
Engineering Proceedings 120 (1), 41,  2026

Segment-Level Attribution for Selective Learning of Long Reasoning Traces

Siyuan Wang, Yanchen Liu, Xiang Ren
arXiv preprint arXiv:2602.00425,  2026

Validation of socialbit as a smartwatch algorithm for social interaction detection in a clinical population

Amar Dhand, Samuel Tate, Cade Mack, Sofia Carozza, David Farynyk, Mehdi Bourahla, Oluwamayomikun Adeboye, Grace Cooke, Olivia Berglund, Riya Dahima, Melinda Luo, Vrushali Dhongade, George S Usmanov, Kelly White, Amanda M Bernal, Ross Zafonte, Shrikanth Narayanan, Minwoo Lee, Matthias R Mehl, Min Shin
Scientific Reports 16 (1), 4529,  2026

ChronoSpike: An Adaptive Spiking Graph Neural Network for Dynamic Graphs

Md Abrar Jahin, Taufikur Rahman Fuad, Jay Pujara, Craig Knoblock
arXiv preprint arXiv:2602.01124,  2026

Efficient Approximation of the Arctangent Function for Computing Platforms With Limited Hardware Resources [Tips & Tricks]

Ewa Deelman, Pawel Gepner, Leonid Moroz, Pawel Poczekajło, Jerzy Krawiec, Martyna Wybraniak-Kujawa
IEEE Signal Processing Magazine 42 (6), 110-120,  2026

Multi-modal Imputation for Alzheimer's Disease Classification

Abhijith Shaji, Tamoghna Chattopadhyay, Sophia I Thomopoulos, Greg Ver Steeg, Paul M Thompson, Jose-Luis Ambite
arXiv preprint arXiv:2601.21076,  2026

End-to-End Joint ASR and Speaker Role Diarization with Child-Adult Interactions

Anfeng Xu, Tiantian Feng, Somer Bishop, Catherine Lord, Shrikanth Narayanan
arXiv preprint arXiv:2601.17640,  2026

Intelligence Requires Grounding But Not Embodiment

Marcus Ma, Shrikanth Narayanan
arXiv preprint arXiv:2601.17588,  2026

Generative Artificial Intelligence (AI)-enabled Saliency analysis of Eye Tracking in Cerebral/Cortical Visual Impairment (SET-CVI)

Kate Matsunaga, Kleanthis Avramidis, Mark S Borchert, Shrikanth Narayanan, Melinda Y Chang
Ophthalmology Science, 101081,  2026