Publications
This section contains publications published by ISI over the past several decades.
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
Accounting for gauge symmetries in CHSH experiments
David H Oaknin, Amir Kalev, Itay Hen
arXiv preprint arXiv:2403.07935, 2024
Q4Q: Quantum Computation for Quantum Prediction of Materials and Molecular Properties
Rosa Di Felice, Anna Krylov, Itay Hen, Amir Kalev, Marco Fornari, Marco Buongiorno Nardelli
Univ. of Southern California, Los Angeles, CA (United States), 2024
Modeling and Simulating Agent-Based City Migration Using Conway's Game of Life
Bruce Deng, Mayank Kejriwal
arXiv preprint arXiv:2412.20691, 2024
Humanlike Cognitive Patterns as Emergent Phenomena in Large Language Models
Zhisheng Tang, Mayank Kejriwal
arXiv preprint arXiv:2412.15501, 2024
The plausibility machine commonsense (PMC) dataset: A massively crowdsourced human-annotated dataset for studying plausibility in large language models
Navapat Nananukul, Ke Shen, Mayank Kejriwal
Data in Brief 57, 110869, 2024
Can AI have common sense? Finding out will be key to achieving machine intelligence
Mayank Kejriwal, Henrique Santos, Alice M Mulvehill, Ke Shen, Deborah L McGuinness, Henry Lieberman
Nature 634 (8033), 291-294, 2024
A Q-learning Novelty Search Strategy for Evaluating Robustness of Deep Reinforcement Learning in Open-world Environments
Shafkat Islam, Min-Hsueh Chiu, Trevor Bonjour, Ruy de Oliveira, Bharat Bhargava, Mayank Kejriwal
IEEE Intelligent Systems, 2024
SelECT-SQL: Self-correcting ensemble Chain-of-Thought for Text-to-SQL
Ke Shen, Mayank Kejriwal
arXiv preprint arXiv:2409.10007, 2024
Defining and Evaluating Decision and Composite Risk in Language Models Applied to Natural Language Inference
Ke Shen, Mayank Kejriwal
arXiv preprint arXiv:2408.01935, 2024