Publications
This section contains publications published by ISI over the past several decades.
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
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
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
Progressive compositionality in text-to-image generative models
Xu Han, Linghao Jin, Xiaofeng Liu, Paul Pu Liang
arXiv preprint arXiv:2410.16719, 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
EMBEDDED ROM-BASED MULTl-BIT, MULTl-KERNEL, MULTl-CHANNEL WEIGHTS IN INDIVIDUAL PIXELS FOR IN-PIXEL COMPUTING
A Jaiswal, AP Jacob, Z Yin
US Patent App. 18/784,578, 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
MegaCOIN: Enhancing Medium-Grained Color Perception for Vision-Language Models
Ming-Chang Chiu, Shicheng Wen, Pin-Yu Chen, Xuezhe Ma
arXiv preprint arXiv:2412.03927, 2024
DecoPrompt: Decoding Prompts Reduces Hallucinations when Large Language Models Meet False Premises
Nan Xu, Xuezhe Ma
arXiv preprint arXiv:2411.07457, 2024
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
Xuezhe Ma, Xiaomeng Yang, Wenhan Xiong, Beidi Chen, Lili Yu, Hao Zhang, Jonathan May, Luke Zettlemoyer, Omer Levy, Chunting Zhou
Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS-2024), 2024
LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems
Nan Xu, Xuezhe Ma
arXiv preprint arXiv:2410.14166, 2024