Publications
This section contains publications published by ISI over the past several decades.
2024
Linearizing Models for Efficient yet Robust Private Inference
Sreetama Sarkar, Souvik Kundu, Peter A Beerel
arXiv preprint arXiv:2402.05521, 2024
Toward High Performance, Programmable Extreme-Edge Intelligence for Neuromorphic Vision Sensors utilizing Magnetic Domain Wall Motion-based MTJ
Md Abdullah-Al Kaiser, Gourav Datta, Peter A Beerel, Akhilesh R Jaiswal
arXiv e-prints, arXiv: 2402.15121, 2024
Lmuformer: low complexity yet powerful spiking model with legendre memory units
Zeyu Liu, Gourav Datta, Anni Li, Peter Anthony Beerel
arXiv preprint arXiv:2402.04882, 2024
A novel optimization algorithm for buffer and splitter minimization in phase-skipping adiabatic quantum-flux-parametron circuits
Robert S Aviles, Peter A Beerel
arXiv preprint arXiv:2401.07393, 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
Poster: Security and Privacy Heterogeneous Environment for Reproducible Experimentation (SPHERE)
Jelena Mirkovic, David Balenson, Brian Kocoloski, Geoff Lawler, Chris Tran, Joseph Barnes, Yuri Pradkin, Terry Benzel, Srivatsan Ravi, Ganesh Sankaran, Alba Regalado, David Choffnes, Daniel Dubois, Luis Garcia
Proceedings of the 2024 on ACM SIGSAC Conference on Computer and …, 2024
DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations
Jiageng Zhu, Hanchen Xie, Jiazhi Li, Wael Abd-Almageed
arXiv preprint arXiv:2407.20553, 2024
Ethics and fairness for diabetes artificial intelligence
Jiazhi Li, Wael Abd-Almageed
Diabetes Digital Health, Telehealth, and Artificial Intelligence, 263-274, 2024
2023
Reproducing the Results for Neutron Star Interior Composition Explorer Observation of PSR J0030+ 0451
Chaitanya Afle, Patrick R Miles, Silvina Caino-Lores, Collin D Capano, Ingo Tews, Karan Vahi, Ewa Deelman, Michela Taufer, Duncan A Brown
Computing in Science & Engineering 25 (06), 16-26, 2023
Collaborative Research: SHF: Small: Model-driven Design and Optimization of Dataflows for Scientific Applications
Ewa Deelman
NSF Award Number 2331153. Directorate for Computer and Information Science …, 2023
Toward Defining a Domain Complexity Measure Across Domains
Mayank Kejriwal
arXiv (Cornell University), 2023
Identifying informational sources in news articles
Alexander Spangher, Nanyun Peng, Emilio Ferrara, Jonathan May
Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023
Controlled text generation with hidden representation transformations
Vaibhav Kumar, Hana Koorehdavoudi, Masud Moshtaghi, Amita Misra, Ankit Chadha, Emilio Ferrara
Findings of the Association for Computational Linguistics: ACL 2023, 9440-9455, 2023
Zero-shot meta-learning for small-scale data from human subjects
Julie Jiang, Kristina Lerman, Emilio Ferrara
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI …, 2023
Tensor embedding: A supervised framework for human behavioral data mining and prediction
Homa Hosseinmardi, Amir Ghasemian, Kristina Lerman, Shrikanth Narayanan, Emilio Ferrara
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI), 91-100, 2023
Fairfed: Enabling group fairness in federated learning
Yahya H Ezzeldin, Shen Yan, Chaoyang He, Emilio Ferrara, A Salman Avestimehr
Proceedings of the AAAI conference on artificial intelligence 37 (6), 7494-7502, 2023
Identifying and characterizing behavioral classes of radicalization within the qanon conspiracy on Twitter
Emily L Wang, Luca Luceri, Francesco Pierri, Emilio Ferrara
Proceedings of the international AAAI conference on web and social media 17 …, 2023