Publications
This section contains publications published by ISI over the past several decades.
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
ARN: Analogical Reasoning on Narratives
Zhivar Sourati, Filip Ilievski, Pia Sommerauer, Yifan Jiang
arXiv preprint arXiv:2310.00996, 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
Transfusion: Predict the next token and diffuse images with one multi-modal model
Chunting Zhou, Lili Yu, Arun Babu, Kushal Tirumala, Michihiro Yasunaga, Leonid Shamis, Jacob Kahn, Xuezhe Ma, Luke Zettlemoyer, Omer Levy
arXiv preprint arXiv:2408.11039, 2024
Towards Chapter-to-Chapter Context-Aware Literary Translation via Large Language Models
Linghao Jin, Li An, Xuezhe Ma
arXiv preprint arXiv:2407.08978, 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