Publications
This section contains publications published by ISI over the past several decades.
2024
Aflora: Adaptive freezing of low rank adaptation in parameter efficient fine-tuning of large models
Zeyu Liu, Souvik Kundu, Anni Li, Junrui Wan, Lianghao Jiang, Peter Anthony Beerel
arXiv preprint arXiv:2403.13269, 2024
Programming memristor arrays with arbitrarily high precision for analog computing
Wenhao Song, Mingyi Rao, Yunning Li, Can Li, Ye Zhuo, Fuxi Cai, Mingche Wu, Wenbo Yin, Zongze Li, Qiang Wei, Sangsoo Lee, Hengfang Zhu, Lei Gong, Mark Barnell, Qing Wu, Peter A Beerel, Mike Shuo-Wei Chen, Ning Ge, Miao Hu, Qiangfei Xia, J Joshua Yang
Science 383 (6685), 903-910, 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
Lima: Less is more for alignment
Avia Efrat, Gargi Ghosh, Srinivasan Iyer, Omer Levy, Mike Lewis, Pengfei Liu, Xuezhe Ma, Yuning Mao, Jiao Sun, Puxin Xu, Ping Yu, Lili Yu, Luke Zettlemoyer, Susan Zhang, Chunting Zhou
Advances in Neural Information Processing Systems 36, 55006-55021, 2023
Financial Entity Identification and Information Integration (FEIII) 2018 Challenge
Louiqa Raschid, Douglas Burdick, John Grant, Joe Langsam, Jay Pujara, Elizabeth Roman, Ian Soboroff, Mohammed Zaki, Elena Zotkina
Proceedings of the Fourth International Workshop on Data Science for Macro …, 2023
Making small language models better procedural knowledge models for (counterfactual) planning
Faeze Brahman, Chandra Bhagavatula, Valentina Pyatkin, Jena D Hwang, Xiang Lorraine Li, Hirona J Arai, Soumya Sanyal, Keisuke Sakaguchi, Xiang Ren, Yejin Choi
arXiv preprint arXiv:2305.19472, 2023
Roles of S-adenosylmethionine and its derivatives in salt tolerance of cotton
Li Yang, Xingxing Wang, Fuyong Zhao, Xianliang Zhang, Wei Li, Junsen Huang, Xiaoyu Pei, Xiang Ren, Yangai Liu, Kunlun He, Fei Zhang, Xiongfeng Ma, Daigang Yang
International Journal of Molecular Sciences 24 (11), 9517, 2023
How scientific workflows help automate science and what we can do better?
Ewa Deelman, Enrique S Quintana-Ortí
8th Severo Ochoa Research Seminar Lectures at BSC, Barcelona, 2022-23, 74-76, 2023
ð'ƒ3ð'‰: Privacy-Preserving Path Validation System for Multi-Authority Sliced Networks.
Weizhao Jin, Erik Kline, TK Satish Kumar, Lincoln Thurlow, Srivatsan Ravi
IACR Cryptol. ePrint Arch. 2023, 53, 2023