Publications
This section contains publications published by ISI over the past several decades.
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
A quantum Monte Carlo algorithm for arbitrary high-spin Hamiltonians
Arman Babakhani, Lev Barash, Itay Hen
arXiv preprint arXiv:2503.08039, 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
How out-group animosity can shape partisan divisions: A model of affective polarization
Buddhika Nettasinghe, Allon G Percus, Kristina Lerman
PNAS Nexus, pgaf082, 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
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
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
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
Language Models Can Predict Their Own Behavior
Dhananjay Ashok, Jonathan May
arXiv preprint arXiv:2502.13329, 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