Publications

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

2024

An efficient and scalable clocking assignment algorithm for multi-threaded multi-phase single flux quantum circuits

Robert S Aviles, Xi Li, Lei Lu, Zhaorui Ni, Peter A Beerel
arXiv preprint arXiv:2401.06411,  2024

RLNet: Robust Linearized Networks for Efficient Private Inference

Sreetama Sarkar, Souvik Kundu, Peter A Beerel
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …,  2024

DIA: Diffusion based Inverse Network Attack on Collaborative Inference

Dake Chen, Shiduo Li, Yuke Zhang, Chenghao Li, Souvik Kundu, Peter A Beerel
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …,  2024

Mobility of a Soft Conformable Multi-Limbed Robot Actuated by Shape Memory Alloy Wires

Kristina Andreyeva, Griffin MacRae, Nathan Migeon, Thomas Nicol, Marie Cros-Coitton, David Barnhart
2024 IEEE Aerospace Conference, 1-9,  2024

Comparison of Explainable AI Models for MRI-Based Alzheimer's Disease Classification

Tamoghna Chattopadhyay, Neha Ann Joshy, Chirag Jagad, Emma J Gleave, Sophia I Thomopoulos, Yixue Feng, Julio E Villalón-Reina, Emily Laltoo, Himanshu Joshi, Ganesan Venkatasubramanian, John P John, Greg Ver Steeg, Jose Luis Ambite, Paul M Thompson
2024 20th International Symposium on Medical Information Processing and …,  2024

Comparison of deep learning architectures for predicting amyloid positivity in Alzheimer’s disease, mild cognitive impairment, and healthy aging, from T1-weighted brain …

Tamoghna Chattopadhyay, Saket S Ozarkar, Ketaki Buwa, Neha Ann Joshy, Dheeraj Komandur, Jayati Naik, Sophia I Thomopoulos, Greg Ver Steeg, Jose Luis Ambite, Paul M Thompson
Frontiers in Neuroscience 18, 1387196,  2024

Task-Agnostic Federated Learning

Zhengtao Yao, Hong Nguyen, Ajitesh Srivastava, Jose Luis Ambite
arXiv preprint arXiv:2406.17235,  2024

Auditing Exposure Bias on Social Media for a Healthier Online Discourse

Nathan Bartley, Keith Burghardt, Kristina Lerman
Workshop Proceedings of the 18th International AAAI Conference on Web and …,  2024

CHATTER: A Character Attribution Dataset for Narrative Understanding

Sabyasachee Baruah, Shrikanth Narayanan
arXiv preprint arXiv:2411.05227,  2024

Synthetic Data Generation for Machine Learning Models with Cognitive Agent

Jim Blythe
Advances in Practical Applications of Agents, Multi-agent Systems, and …,  2024

Granting GPT-4 License and Opportunity: Enhancing Accuracy and Confidence Estimation for Few-Shot Event Detection

Steven Fincke, Adrien Bibal, Elizabeth Boschee
arXiv preprint arXiv:2408.00914,  2024

CAVE: Controllable Authorship Verification Explanations

Sahana Ramnath, Kartik Pandey, Elizabeth Boschee, Xiang Ren
arXiv preprint arXiv:2406.16672,  2024

Do users adopt extremist beliefs from exposure to hate subreddits?

Matheus Schmitz, Goran Muric, Daniel Hickey, Keith Burghardt
Social Network Analysis and Mining 14 (1), 22,  2024

Through Agent-Based Simulations

Nathan Bartley, Keith Burghardt
ADVANCES IN BIAS AND FAIRNESS IN INFORMATION RETRIEVAL: 5th, 64,  2024

Minimizing die fracture in 3DIC die integration

Jaime Bravo, Philippe Morey-Chaisemartin, Eric Beisser, Frederic Brault, Joshua Zusman, Jimmy Lefevre, Lifu Chang
Journal of Micro/Nanopatterning, Materials, and Metrology 23 (1), 011003-011003,  2024

A Study of Firm-Switching of Inventors in Big Tech Using Public Patent Data

Yidan Sun, Mayank Kejriwal
Social Network Analysis and Mining Applications in Healthcare and Anomaly …,  2024

Imposing constraints on driver hamiltonians and mixing operators: From theory to practical implementation

Hannes Leipold, Federico M Spedalieri, Stuart Hadfield, Eleanor Rieffel
arXiv preprint arXiv:2407.01975,  2024

Constrained quadratic model for optimizing join orders

Pranshi Saxena, Ibrahim Sabek, Federico Spedalieri
Proceedings of the 1st Workshop on Quantum Computing and Quantum-Inspired …,  2024

Ebb and Flow: Implications of ISP Address Dynamics

Guillermo Baltra, Xiao Song, John Heidemann
International Conference on Passive and Active Network Measurement, 132-149,  2024