Publications
This section contains publications published by ISI over the past several decades.
2024
Light-weight fine-tuning method for defending adversarial noise in pre-trained medical vision-language models
Xu Han, Linghao Jin, Xuezhe Ma, Xiaofeng Liu
Proceedings of the 2024 conference on empirical methods in natural language …, 2024
MIDDAG: where does our news go? investigating information diffusion via community-level information pathways
Mingyu Derek Ma, Alexander K Taylor, Nuan Wen, Yanchen Liu, Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou, Diyi Yang, Xuezhe Ma, Nanyun Peng, Wei Wang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 23811 …, 2024
Distflashattn: Distributed memory-efficient attention for long-context llms training
Dacheng Li, Rulin Shao, Anze Xie, Eric P Xing, Xuezhe Ma, Ion Stoica, Joseph E Gonzalez, Hao Zhang
First Conference on Language Modeling, 2024
Analog optical interconnect for analog sensing and processing
A Jaiswal, AP Jacob, S Chandran, M Abdullah-al Kaiser
US Patent App. 18/824,636, 2024
Method of fabricating least defective non-planar bipolar heterostructure transistors
AP Jacob, RR Kapadia
US Patent App. 18/579,330, 2024
Augmented memory computing: a new pathway for efficient ai computations
AP Jacob, A Jaiswal
US Patent App. 18/571,407, 2024
Backside optical coupler
S Chandran, AP Jacob, A Jaiswal, R Kudalippalliyalil, S Sunder
US Patent App. 18/430,372, 2024
Quantum chip optoelectronic interposer
AP Jacob, AR Jaiswal, R Kudalippalliyalil
US Patent App. 18/684,145, 2024
A 9 Transistor SRAM Featuring Array-level XOR Parallelism with Secure Data Toggling Operation
Zihan Yin, Annewsha Datta, Shwetha Vijayakumar, Ajey Jacob, Akhilesh Jaiswal
Proceedings of the Great Lakes Symposium on VLSI 2024, 277-281, 2024
Electro-optical high bandwidth ultrafast differential ram
AP Jacob, AR Jaiswal, R Kudalippalliyalil, S Chandran
US Patent App. 18/281,662, 2024
Non-volatile electro-optical high-bandwidth ultra-fast large-scale memory architecture
A Jacob, A Jaiswal
US Patent App. 18/030,380, 2024
Progressive compositionality in text-to-image generative models
Xu Han, Linghao Jin, Xiaofeng Liu, Paul Pu Liang
arXiv preprint arXiv:2410.16719, 2024
FedMLSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs
Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Chulin Xie, Kai Zhang, Qifan Zhang, Yuhui Zhang, Chaoyang He, Salman Avestimehr
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024
LLM multi-agent systems: Challenges and open problems
Shanshan Han, Qifan Zhang, Yuhang Yao, Weizhao Jin, Zhaozhuo Xu, Chaoyang He
arXiv preprint arXiv:2402.03578, 2024
OATH-Frames: Characterizing Online Attitudes Towards Homelessness with LLM Assistants
Jaspreet Ranjit, Brihi Joshi, Rebecca Dorn, Laura Petry, Olga Koumoundouros, Jayne Bottarini, Peichen Liu, Eric Rice, Swabha Swayamdipta
arXiv preprint arXiv:2406.14883, 2024
A simple quantum simulation algorithm with near-optimal precision scaling
Amir Kalev, Itay Hen
arXiv preprint arXiv:2412.10667, 2024
Post-training approach for mitigating overfitting in quantum convolutional neural networks
Aakash Ravindra Shinde, Charu Jain, Amir Kalev
Physical Review A 110 (4), 042409, 2024
Feynman path integrals for discrete-variable systems: Walks on Hamiltonian graphs
Amir Kalev, Itay Hen
arXiv preprint arXiv:2407.11231, 2024
Prospects for NMR spectral prediction on fault-tolerant quantum computers
Justin E Elenewski, Christina M Camara, Amir Kalev
arXiv preprint arXiv:2406.09340, 2024