Publications

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

2025

Synthetic Diffusion Tensor Imaging Maps Generated by 2D and 3D Probabilistic Diffusion Models: Evaluation and Applications

Tamoghna Chattopadhyay, Chirag Jagad, Rudransh Kush, Vraj Dharmesh Desai, Sophia I Thomopoulos, Julio E Villalon-Reina, Jose Luis Ambite, Greg Ver Steeg, Paul M Thompson
bioRxiv.02. 21.639511,  2025

Limited Effectiveness of LLM-based Data Augmentation for COVID-19 Misinformation Stance Detection

Eun Cheol Choi, Ashwin Balasubramanian, Jinhu Qi, Emilio Ferrara
arXiv preprint arXiv:2503.02328,  2025

Attention-Driven Causal Discovery: From Transformer Matrices to Granger Causal Graphs for Non-Stationary Time-series Data

Jiageng Zhu, Kehao Li, Zheda Mai, Hanchen Xie, Wael AbdAlmageed, Zubin Abraham
ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and …,  2025

Dynamic SpikFormer: Low-Latency & Energy-Efficient Spiking Neural Networks with Dynamic Time Steps for Vision Transformers

Gourav Datta, Zeyu Liu, Anni Li, Peter A Beerel
ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and …,  2025

A TRAP for SAT: On the Imperviousness of a Transistor-Level Programmable Fabric to Satisfiability-Based Attacks

Aric Fowler, Shayan Mohammed, Mustafa Shihab, Thomas Broadfoot, Peter Beerel, Carl Sechen, Yiorgos Makris
IACR Transactions on Cryptographic Hardware and Embedded Systems 2025 (2 …,  2025

Knowledge Enhanced Multi-Domain Recommendations in an AI Assistant Application

Elan Markowitz, Ziyan Jiang, Fan Yang, Xing Fan, Zheng Chen, Greg Ver Steeg, Aram Galstyan
ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and …,  2025

Wanda++: Pruning Large Language Models via Regional Gradients

Yifan Yang, Kai Zhen, Bhavana Ganesh, Aram Galstyan, Goeric Huybrechts, Markus Müller, Jonas M Kübler, Rupak Vignesh Swaminathan, Athanasios Mouchtaris, Sravan Babu Bodapati, Nathan Susanj, Zheng Zhang, Jack FitzGerald, Abhishek Kumar
arXiv preprint arXiv:2503.04992,  2025

How out-group animosity can shape partisan divisions: A model of affective polarization

Buddhika Nettasinghe, Allon G Percus, Kristina Lerman
PNAS Nexus, pgaf082,  2025

The association of multilingualism with diverse language families and cognition among adults with and without education in India

Sarah Petrosyan, Iris M Strangmann, Emma Nichols, Erik Meijer, Emily M Briceño, Shrikanth Narayanan, Jinkook Lee, Miguel Arce Rentería
Neuropsychology 39 (3), 223-234,  2025

A quantum Monte Carlo algorithm for arbitrary high-spin Hamiltonians

Arman Babakhani, Lev Barash, Itay Hen
arXiv preprint arXiv:2503.08039,  2025

The Road to Hybrid Quantum Programs: Characterizing the Evolution from Classical to Hybrid Quantum Software

Vincenzo De Maio, Ivona Brandic, Ewa Deelman, Jürgen Cito
arXiv preprint arXiv:2503.11450,  2025

Listener animation

G Datta, V Yadav, Y Wu, A Jaiswal, RM Reddy, P Singhal, ...
US Patent 12,254,548,  2025

MetaScale: Test-Time Scaling with Evolving Meta-Thoughts

Qin Liu, Wenxuan Zhou, Nan Xu, James Y Huang, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen
arXiv preprint arXiv:2503.13447,  2025

Region Masking to Accelerate Video Processing on Neuromorphic Hardware

Sreetama Sarkar, Sumit Bam Shrestha, Yue Che, Leobardo Campos-Macias, Gourav Datta, Peter A Beerel
arXiv preprint arXiv:2503.16775,  2025

Explaining Human Preferences via Metrics for Structured 3D Reconstruction

Jack Langerman, Denys Rozumnyi, Yuzhong Huang, Dmytro Mishkin
arXiv preprint arXiv:2503.08208,  2025

Designing Semantic Computing for Social Good Applications with Long Tails

Mayank Kejriwal
International Journal of Semantic Computing,  2025

CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization

Brihi Joshi, Sriram Venkatapathy, Mohit Bansal, Nanyun Peng, Haw-Shiuan Chang
arXiv preprint arXiv:2503.17136,  2025

Design of Energy-Efficient Cross-coupled Differential Photonic-SRAM (pSRAM) Bitcell for High-Speed On-Chip Photonic Memory and Compute Systems

Md Abdullah-Al Kaiser, Sugeet Sunder, Clynn Mathew, Michal Rakowski, Ajey P Jacob, Akhilesh R Jaiswal
arXiv preprint arXiv:2503.19544,  2025

Predictive performance of photonic sram-based in-memory computing for tensor decomposition

Sasindu Wijeratne, Sugeet Sunder, Md Abdullah-Al Kaiser, Akhilesh Jaiswal, Clynn Mathew, Ajey P Jacob, Viktor Prasanna
arXiv preprint arXiv:2503.18206,  2025