Publications
This section contains publications published by ISI over the past several decades.
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
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
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
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
Backlash or reinforcement? Donald Trump’s 2017 inauguration and shifting climate beliefs in the United States
Yidan Sun, Ke Shen, Mayank Kejriwal
npj Climate Action 4 (1), 26, 2025
Explaining Human Preferences via Metrics for Structured 3D Reconstruction
Jack Langerman, Denys Rozumnyi, Yuzhong Huang, Dmytro Mishkin
arXiv preprint arXiv:2503.08208, 2025