Publications
This section contains publications published by ISI over the past several decades.
2024
Aligning Language Models with Demonstrated Feedback
Omar Shaikh, Michelle S Lam, Joey Hejna, Yijia Shao, Hyundong Cho, Michael S Bernstein, Diyi Yang
arXiv preprint arXiv:2406.00888, 2024
DeAL: Decoding-time Alignment for Large Language Models
James Y Huang, Sailik Sengupta, Daniele Bonadiman, Yi-An Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchhoff, Dan Roth
ACL, 2024
Public Health Messaging on Twitter During the Covid-19 Pandemic: an Observational Study (preprint)
A RAO, N SABRI, S GUO, L RASCHID, K LERMAN
JOURNAL OF MEDICAL INTERNET RESEARCH, 2024
PyleoTutorials: A gentle introduction to the Pyleoclim package.
Deborah Khider, Julien Emile-Geay, Alexander James, Jordan Landers, Feng Zhu, Pin-Tzu Lee
Zenodo, 2024
AI-powered virtual screening for drug discovery: methods and challenges
S Sharma, A Chaubey, MN Pathan, S Tyagi, A Hussain, R Tripathi
International Journal of Pharmacy and Pharmaceutical Sciences 6 (2), 157-164, 2024
2023
Trojan Model Detection Using Activation Optimization
Mohamed E Hussein, Sudharshan Subramaniam Janakiraman, Wael AbdAlmageed
arXiv preprint arXiv:2306.04877, 2023
Lightweight, mobile 3d face imaging system for clinical environments
W Abd-Almageed, L Spinoulas
US Patent App. 17/865,290, 2023
An overview of mobile applications for field science
Anna Zeng, Kevin Zeng, Yolanda Gil, Matty Mookerjee
GeoSoft Project Report. Disponível em: https://www. isi. edu/~-gil/papers …, 2023
Virtual Agent Approach for Teaching the Collaborative Problem Solving Skill of Negotiation
Emmanuel Johnson, Jonathan Gratch, Yolanda Gil
International Conference on Artificial Intelligence in Education, 530-535, 2023
A framework for the broad dissemination of hydrological models for non-expert users
Timo Schaffhauser, Daniel Garijo, Maximiliano Osorio, Daniel Bittner, Suzanne Pierce, Hernán Vargas, Markus Disse, Yolanda Gil
Environmental Modelling & Software 164, 105695, 2023
Reproducibility as a Stepping Stone to Intelligent Assistants for Data Analysis: Recreating a Study of Physical Activity, Sleep, and Work Shift in Nurses
Detravious Jamari Brinkley, Emmanuel Johnson, Tiantian Feng, Yolanda Gil
Companion Proceedings of the 28th International Conference on Intelligent …, 2023
Cyberinfrastructure for collecting and integrating geology field data: Community priorities and research agenda
Matty Mookerjee, Marjorie A Chan, Yolanda Gil, Gurman Gill, Charles Goodwin, Terry L Pavlis, Thomas F Shipley, Taylor Swain, Basil Tikoff, Daniel Vieira
2023
Towards Reflection Competencies in Intelligent Systems for Science
Yolanda Gil
Artificial Intelligence for Science: A Deep Learning Revolution, 693-705, 2023
IEEE Security and Privacy Symposium in the Year 2003
Terry Benzel, Hilarie Orman
IEEE Security & Privacy 21 (2), 43-47, 2023
DeterLab Testbed for Cybersecurity Experimentation
Terry Benzel, Jelena Mirkovic, David Balenson, Brian Kocoloski
2023
Security and Privacy Research Artifacts: Are We Making Progress?
Terry Benzel
IEEE Security & Privacy 21 (01), 4-6, 2023
When bio-inspired computing meets deep learning: Low-latency, accurate, & energy-efficient spiking neural networks from artificial neural networks
Gourav Datta, Zeyu Liu, James Diffenderfer, Bhavya Kailkhura, Peter A Beerel
arXiv preprint arXiv:2312.06900, 2023
Design Considerations for 3D Heterogeneous Integration Driven Analog Processing-in-Pixel for Extreme-Edge Intelligence
Zihan Yin, Gourav Datta, Md Abdullah-Al Kaiser, Peter Beerel, Ajey Jacob, Akhilesh Jaiswal
2023 IEEE International Conference on Rebooting Computing (ICRC), 1-5, 2023
Spiking Neural Networks with Dynamic Time Steps for Vision Transformers
Gourav Datta, Zeyu Liu, Anni Li, Peter A Beerel
arXiv preprint arXiv:2311.16456, 2023
RNA-ViT: reduced-dimension approximate normalized attention vision transformers for latency efficient private inference
Dake Chen, Yuke Zhang, Souvik Kundu, Chenghao Li, Peter A Beerel
2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023