Publications
This section contains publications published by ISI over the past several decades.
2024
Demystifying Language Model Forgetting with Low-Rank Example Associations
Xisen Jin, Xiang Ren
arXiv preprint arXiv:2406.14026, 2024
Are Machines Better at Slow Thinking? Unveiling Human-Machine Inference Gaps in Entailment Verification
Soumya Sanyal, Tianyi Xiao, Jiacheng Liu, Wenya Wang, Xiang Ren
ICLR 2024 Workshop on Large Language Model (LLM) Agents, 2024
PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning
Faeze Brahman, Chandra Bhagavatula, Valentina Pyatkin, Jena D Hwang, Xiang Lorraine Li, Hirona Jacqueline Arai, Soumya Sanyal, Keisuke Sakaguchi, Xiang Ren, Yejin Choi
The Twelfth International Conference on Learning Representations, 2024
Corrigendum: Using open-science workflow tools to produce SCEC CyberShake physics-based probabilistic seismic hazard models
Scott Callaghan, Philip J Maechling, Fabio Silva, Mei-Hui Su, Kevin R Milner, Robert W Graves, Kim B Olsen, Yifeng Cui, Karan Vahi, Albert Kottke, Christine A Goulet, Ewa Deelman, Thomas H Jordan, Yehuda Ben-Zion
Frontiers in High Performance Computing 2, 1497384, 2024
MoQ: Mixture-of-format Activation Quantization for Communication-efficient AI Inference System
Haonan Wang, Zeli Liu, Chao Fang, John Paul Walters, Stephen P Crago
NeurIPS 2024 Workshop Machine Learning with new Compute Paradigms, 2024
Can we get the best of both Binary Neural Networks and Spiking Neural Networks for Efficient Computer Vision?
Gourav Datta, Zeyu Liu, Peter Anthony Beerel
The Twelfth International Conference on Learning Representations, 2024
A Quantum Monte Carlo Algorithm for arbitrary spin-1/2 Hamiltonians
Arman Babakhani, Itay Hen, Lev Barash
APS March Meeting Abstracts 2024, W58. 007, 2024
Merge/Space: A Security Testbed for Satellite Systems
M Patrick Collins, Alefiya Hussain, J Walters, Calvin Ardi, Chris Tran, Stephen Schwab
SpaceSec, 2024
Check for updates Modeling Cognitive Workload in Open-Source Communities via Simulation
Alexey Tregubov, Jeremy Abramson, Christophe Hauser, Alefiya Hussain, Jim Blythe
Multi-agent-based Simulation XXIV: 24th International Workshop, MABS 2023 …, 2024
Check for updates An Analytical Approximation of Simplicial Complex Distributions in Communication Networks
Ke Shen, Mayank Kejriwal
Complex Networks & Their Applications XII: Proceedings of The Twelfth …, 2024
BinHunter: A Fine-Grained Graph Representation for Localizing Vulnerabilities in Binary Executables*
Sima Arasteh, Jelena Mirkovic, Mukund Raghothaman, Christophe Hauser
2024 Annual Computer Security Applications Conference (ACSAC), 1062-1074, 2024
Development and Validation of a Deep Learning Algorithm to Automate Detection of Referable Glaucoma in a Safety Net Teleretinal Program
Haroon Rasheed, Sreenidhi Iyengar, Van Nguyen, Zhiwei Li, Aniket Kumar, Aidan Lee, Andrew Duong, Brandon Wong, Jeffrey Gluckstein, Kendra Hong, Kent Nguyen, Rahul Dhodapkar, Carl Kesselman, Lauren Daskivich, Michael Pazzani, Benjamin Y Xu
Investigative Ophthalmology & Visual Science 65 (7), 372-372, 2024
Learning Event Schema Temporally and Transmodally (LESTAT)
Marjorie Freedman, Alex Hedges, Yash Kankanampati, Jacob Lichtefeld, Jon May, Ralph Weischedel
2024
The butterfly effect of altering prompts: How small changes and jailbreaks affect large language model performance. arXiv
Abel Salinas, Fred Morstatter
arXiv preprint arXiv:2401.03729, 2024
Developing Personalized Algorithms for Sensing Mental Health Symptoms in Daily Life
Adela Timmons, Abdullah Aman Tutul, Kleanthis Avramidis, Kayla Carta, Sierra Walters, Grace Jumonville, Alyssa Carrasco, Gabrielle Freitag, Daniela Romero, Matthew Ahle, Jonathan Comer, Shrikanth Narayanan
OSF, 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