Publications
This section contains publications published by ISI over the past several decades.
2024
Experimental Demonstration of Directly Detecting the Output of a Tunable 2-Symbol 10-GBaud QPSK Optical Correlator Using Optical Biasing and Nonlinear Wave Mixing
Abdulrahman Alhaddad, Amir Minoofar, Wing Ko, Huibin Zhou, Narek Karapetyan, Muralekrishnan Ramakrishnan, Yuxiang Duan, Zile Jiang, Xinzhou Su, Yingning Wang, Ruoyu Zeng, Hao Song, Ahmed Almaiman, Jonathan L Habif, Moshe Tur, Alan E Willner
2024 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2024
Demonstration of Tunable Optical Matrix Convolution of a 10-Gbaud QPSK 2-D Image with a Kernel Using Wave Mixing
Amir Minoofar, Abdulrahman Alhaddad, Wing Ko, Huibin Zhou, Narek Karapetyan, Zile Jiang, Ahmed Almaiman, Muralekrishnan Ramakrishnan, Murali Annavaram, Jonathan L Habif, Moshe Tur, Alan E Willner
CLEO: Science and Innovations, STu3P. 2, 2024
Experimental Demonstration of Optical Transcoding of 5-Gbit/s OOK Data Signal by Recovering One of The Two Channels of 10-Gbit/s QPSK Data Signal Using Wave-Mixing
Narek Karapetyan, Amir Minoofar, Abdulrahman Alhaddad, Wing Ko, Huibin Zhou, Muralekrishnan Ramakrishnan, Moshe Tur, Jonathan L Habif, Alan E Willner
CLEO: Science and Innovations, STh1C. 8, 2024
Optical Input-Optical Output Logic Gates Using Ring Modulator and Photovoltaic Diodes
Samer Idres, Jonathan Habif, Hossein Hashemi
2024 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2024
Risk and response in large language models: Evaluating key threat categories
Bahareh Harandizadeh, Abel Salinas, Fred Morstatter
arXiv preprint arXiv:2403.14988, 2024
Generating Gender Alternatives in Machine Translation
Sarthak Garg, Mozhdeh Gheini, Clara Emmanuel, Tatiana Likhomanenko, Qin Gao, Matthias Paulik
arXiv preprint arXiv:2407.20438, 2024
Synthetic data generation for machine learning models
R Gupta, N Mehrabi, P Goyal, K Chang, A Galstyan
US Patent App. 18/216,271, 2024
Learning Morphisms with Gauss-Newton Approximation for Growing Networks
Neal Lawton, Aram Galstyan, Greg Ver Steeg
arXiv preprint arXiv:2411.05855, 2024
Adaptive Video Understanding Agent: Enhancing efficiency with dynamic frame sampling and feedback-driven reasoning
Sullam Jeoung, Goeric Huybrechts, Bhavana Ganesh, Aram Galstyan, Sravan Bodapati
arXiv preprint arXiv:2410.20252, 2024
QuAILoRA: Quantization-Aware Initialization for LoRA
Neal Lawton, Aishwarya Padmakumar, Judith Gaspers, Jack FitzGerald, Anoop Kumar, Greg Ver Steeg, Aram Galstyan
arXiv preprint arXiv:2410.14713, 2024
Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification
Tao Meng, Ninareh Mehrabi, Palash Goyal, Anil Ramakrishna, Aram Galstyan, Richard Zemel, Kai-Wei Chang, Rahul Gupta, Charith Peris
arXiv preprint arXiv:2410.05559, 2024
Data advisor: Dynamic data curation for safety alignment of large language models
Fei Wang, Ninareh Mehrabi, Palash Goyal, Rahul Gupta, Kai-Wei Chang, Aram Galstyan
arXiv preprint arXiv:2410.05269, 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs
Elan Markowitz, Anil Ramakrishna, Jwala Dhamala, Ninareh Mehrabi, Charith Peris, Rahul Gupta, Kai-Wei Chang, Aram Galstyan
ACL'24, 2024
Proceedings of the 4th Workshop on Trustworthy Natural Language Processing (TrustNLP 2024)
Kai-Wei Chang, Anaelia Ovalle, Jieyu Zhao, Yang Trista Cao, Ninareh Mehrabi, Aram Galstyan, Jwala Dhamala, Anoop Kumar, Rahul Gupta
Proceedings of the 4th Workshop on Trustworthy Natural Language Processing …, 2024
Tokenization matters: Navigating data-scarce tokenization for gender inclusive language technologies
Anaelia Ovalle, Ninareh Mehrabi, Palash Goyal, Jwala Dhamala, Kai-Wei Chang, Richard Zemel, Aram Galstyan, Yuval Pinter, Rahul Gupta
Findings of the Association for Computational Linguistics: NAACL 2024, 1739-1756, 2024
MICo: Preventative detoxification of large language models through inhibition control
Roy Siegelmann, Ninareh Mehrabi, Palash Goyal, Prasoon Goyal, Lisa Bauer, Jwala Dhamala, Aram Galstyan, Rahul Gupta, Reza Ghanadan
Findings of the Association for Computational Linguistics: NAACL 2024, 1696-1703, 2024
Agenda-Driven Question Generation: A Case Study in the Courtroom Domain
Yi Fung, Anoop Kumar, Aram Galstyan, Heng Ji, Prem Natarajan
Proceedings of the 2024 Joint International Conference on Computational …, 2024
q-Diffusion leverages the full dimensionality of gene coexpression in single-cell transcriptomics
Myrl G Marmarelis, Russell Littman, Francesca Battaglin, Donna Niedzwiecki, Alan Venook, Jose-Luis Ambite, Aram Galstyan, Heinz-Josef Lenz, Greg Ver Steeg
Communications Biology 7 (1), 400, 2024
Correcting Language Model Outputs by Editing Salient Layers
Kshitij Mishra, Tamer Soliman, Anil Ramakrishna, Aram Galstyan, Anoop Kumar
Findings of the Association for Computational Linguistics: EACL 2024, 1295-1305, 2024
Prompt perturbation consistency learning for robust language models
Yao Qiang, Subhrangshu Nandi, Ninareh Mehrabi, Greg Ver Steeg, Anoop Kumar, Anna Rumshisky, Aram Galstyan
arXiv preprint arXiv:2402.15833, 2024