Publications
This section contains publications published by ISI over the past several decades.
2024
A federated learning architecture for secure and private neuroimaging analysis
Dimitris Stripelis, Umang Gupta, Hamza Saleem, Nikhil Dhinagar, Tanmay Ghai, Chrysovalantis Anastasiou, Rafael Sánchez, Greg Ver Steeg, Srivatsan Ravi, Muhammad Naveed, Paul M Thompson, Jose-Luis Ambite
Patterns 5 (8), 101031, 2024
Advances in CyberShake Physics-Based Probabilistic Seismic Hazard Analysis
Scott Callaghan, Philip J Maechling, Fabio Silva, Christine Goulet, Kevin Milner, Mei-Hui Su, Xiaofeng Meng, Camilo Pinilla-Ramos, Kim Bak Olsen, Robert W Graves, Norm A Abrahamson, Albert Kottke, Karan Vahi, Ewa Deelman, Thomas H Jordan, Yehuda Ben-Zion
AGU Fall Meeting Abstracts 2024, S12B-01, 2024
Learning, Optimization, and Implementation for Circuits and Systems Driven by AI: A Special Issue Editorial
Yang Tang, Peter A Beerel, Jürgen Kurths, Guanrong Chen
< bound method Organization. get_name_with_acronym of< Organization: Potsdam …, 2024
SWARM: Reimagining scientific workflow management systems in a distributed world
Prasanna Balaprakash, Krishnan Raghavan, Franck Cappello, Ewa Deelman, Anirban Mandal, Hongwei Jin, Imtiaz Mahmud, Komal Thareja, Shixun Wu, Pawel Zuk, Mariam Kiran, Zizhong Chen, Sheng Di, Kesheng Wu
The International Journal of High Performance Computing Applications …, 2024
Redacted Contextual Question Answering with Generative Large Language Models
Jacob Lichtefeld, Joe A Cecil, Alex Hedges, Jeremy Abramson, Marjorie Freedman
Proceedings of the First International Conference on Natural Language …, 2024
OAC Core: Edge to Cloud Workflows: Advancing Workflow Management in the Computing Continuum
Ewa Deelman
NSF Award Number 2403051. Directorate for Computer and Information Science …, 2024
Collaborative Research: Elements: TUPS: Table Understanding for Paleoclimate Studies
Deborah Khider
NSF Award Number 2411267. Directorate for Computer and Information Science …, 2024
SCC-IRG Track 2: Food Environment Dynamics (FED): Leveraging AI and Human Mobility Data to Address Disparities in Food Access and Improve Americans' Diets
Abigail L Horn
NSF Award Number 2427150. Directorate for Computer and Information Science …, 2024
Conference: SafeSpace: A Cybersecurity Workshop for Space
Alefiya Hussain
NSF Award Number 2422664. Directorate for Computer and Information Science …, 2024
Real time detection and identification of fish quality using low-power multimodal artificial olfaction system
Sicheng Liu, Guoquan Sun, Xiang Ren, Yuxiang Qin
Talanta 279, 126601, 2024
Biased Bots: An Empirical Demonstration of How AI Bias Could Compromise Mental Healthcare
Adela Timmons, Kexin Feng, Kayla Carta, Sierra Walters, Grace Jumonville, Alyssa Carrasco, Gabrielle Freitag, Daniela Romero, Gayla Margolin, Shrikanth Narayanan, Jonathan Comer, Matthew Ahle
OSF, 2024
Emotion-aware speech popularity prediction: a use-case on TED talks
Dimitrios Sgouropoulos, Petros Mitseas, Sofia Eleftheriou, Theodoros Giannakopoulos, Antonia Petrogianni, Lefteris Kapelonis, Nikolaos Antoniou, Athanasios Katsamanis, Shrikanth Narayanan
2024 12th International Conference on Affective Computing and Intelligent …, 2024
ROBUSER: A robustness benchmark for Speech Emotion Recognition
Antonia Petrogianni, Lefteris Kapelonis, Nikolaos Antoniou, Sofia Eleftheriou, Petros Mitseas, Dimitris Sgouropoulos, Athanasios Katsamanis, Theodoros Giannakopoulos, Shrikanth Narayanan
2024 12th International Conference on Affective Computing and Intelligent …, 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