Publications
This section contains publications published by ISI over the past several decades.
2026
TRACEs: Fine-Grained Embedded Provenance for Distributed Scientific Workflows
Ty Anderson, Kin Ng, Rajiv Mayani, Jay Lofstead, Ewa Deelman, Michela Taufer
arXiv preprint arXiv:2610.39981, 2026
Human--AI Interactions as First-Class Data: A Formal Interaction Model and Runtime for Explainable AI Collaboration
Michela Taufer, Kin Ng, Ian Lumsden, Aashish Pandey, Rajasi Gore, Angelina Ju, Sukanya Moudgalya, Ewa Deelman, Sai Swaminathan
arXiv preprint arXiv:2610.40006, 2026
From Roadmap to Response: A Community Assessment of Autonomous Science
Ben Mintz, Rafael Ferreira Da Silva, Gabriel Appleby, Sage Bauers, Laura Biven, Ryan Coffee, Ewa Deelman, Stephen DeWitt, David Elbert, Brian Etz, Maria Gervais, Tirthankar Ghosal, Amal Gueroudji, Ramya Gurunathan, Leslie Hamilton, Aisha Haynes, Howard Joress, Ravinder Kapoor, Frances Kilmczak, Ying Li, Benji Maruyama, David Marvin, Sal Nimer, Vincent Paquit, Christopher Petzold, Brian Prascher, Rahul Rao, Juan Restrepo, Josh Sarles, Ashley Shields, Woong Shin, Mark Stevens, Fred Suter, Michela Taufer, Jerry Towler, Draguna Vrabie
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), 2026
AI Readiness as a Community Accomplishment: Communities of Practice and Sustainable Science Gateways
Mahedi Hasan, Kerk F Kee, Ewa Deelman, Melissa Santillana, Kulsawasd Jitkajornwanich, Jon McNaughtan
Data Amount Heterogeneity Improves Performance in Federated Learning for Neuroimaging
Paul Kurian, Tamoghna Chattopadhyay, Abhijith Shaji, Greg Ver Steeg, Paul M Thompson, Jose Luis Ambite
arXiv preprint arXiv:2610.38172, 2026
Understanding Everyday Communication Patterns, Stress, and Productivity in Hybrid Work through Egocentric Wearable Audio Sensing
Tiantian Feng, Aditya Kommineni, Emily Zhou, Burcin Becerik-Gerber, Gale Lucas, Shawn C Roll, Shrikanth Narayanan
arXiv preprint arXiv:2610.37270, 2026
Uni-Stream: A Unified Streaming Speech Language Model for Speech Synthesis and Recognition
Xuan Shi, Chang Zeng, Tiantian Feng, Ye Zhang, Jun Liu, Shih-Heng Wang, Lie Lu, Shrikanth Narayanan
arXiv preprint arXiv:2610.32187, 2026
Guidelines for tunability and reconfigurability of an integrated optical tapped delay line filter based on nonlinear wave mixing
Narek Karapetyan, Abdulrahman Alhaddad, Wing Ko, Muralekrishnan Ramakrishnan, Zile Jiang, Jacob Scheuer, Moshe Tur, Jonathan L Habif, Alan E Willner
Proc. of SPIE Vol 14195, 1419507-1, 2026
Agent Mosaic: Recognizing Confidentiality Leaks in Agentic LLM Systems
Daniel Ruiz, Luca Luceri, Emilio Ferrara
arXiv preprint arXiv:2610.30418, 2026
The Butterfly Effect in LLM Social Simulations: From Architecture Sensitivity to Robustness Audits
Jinyi Ye, Lei Cao, Ding Chen, Emilio Ferrara
arXiv preprint arXiv:2610.28981, 2026
A terminology for scientific workflow systems
İlkay Altintaş, Rosa M Badia, Bartosz Balis, Kyle Chard, Tainã Coleman, Iacopo Colonnelli, Ewa Deelman, Paolo Di Tommaso, Thomas Fahringer, Rafael Ferreira da Silva, Carole Goble, Shantenu Jha, Daniel S Katz, Johannes Köster, Ulf Leser, Kshitij Mehta, Hilary Oliver, J-Luc Peterson, Giovanni Pizzi, Loïc Pottier, Raül Sirvent, Eric Suchyta, Frédéric Suter, Douglas Thain, Sean R Wilkinson, Justin M Wozniak
Future Generation Computer Systems 174 (C), 2026
Extending Observation Arcs and Tracking for Non‑Cooperative Objects in Cislunar Space with Visible and Thermal Infrared Sensors
Shinsuke Takahashi, David Barnhart
From Models to Burns: Accelerating Science-Driven Prescribed Fire Planning With BurnPro3D
Ilkay Altintas, Melissa Floca, Daniel Crawl, Yolanda Gil, Kevin J Hiers, Rodman Linn
Computing in Science & Engineering 28 (3), 113-120, 2026
Graph-Regularized Sparse Autoencoders for LLM Safety Steering
Jehyeok Yeon, Federico Cinus, Yifan Wu, Luca Luceri
Advances in neural information processing systems (NeurIPS), 2026
When Chatbots Accommodate: Auditing the Response Policies of AI Companions in Vulnerable Conversations
Minh Duc Chu, Yifan Wu, Zhiyi Chen, Angel Hsing-Chi Hwang, Luca Luceri
Findings of the Association for Computational Linguistics: EMNLP 2026, 45168 …, 2026
Automated Multi-Agent Organization Design: From Architecture Search to Organizational Learning
Shao-Jun Xia, Yuner Zhang, Huixin Zhang, Di Wang, Yifan Jiang, Liangxi Liu
arXiv preprint arXiv:2610.27531, 2026
Chartographer: Counterfactual Chart Generation for Evaluating Vision-Language Models
Yifan Jiang, Dae Yon Hwang, Jesse C Cresswell, Freda Shi
arXiv preprint arXiv:2605.27311, 2026
ARBOR: Locating Reasoning Failures in Long Chains of Thought through Reasoning State Tracking
Huihan Li, Siyuan Wang, Naga Vamsi Ramana Dinavahi, Xiaohui Liu, Xiang Ren
arXiv preprint arXiv:2610.22717, 2026
SPARC: Spoken Profile Authorship Recognition Corpus
Efthymios Tsaprazlis, Bowen Yi, Tiantian Feng, Junghwan Kim, David Jurgens, Shrikanth Narayanan
arXiv preprint arXiv:2610.25265, 2026
Vox-Profile: A Speech Foundation Model Benchmark for Characterizing Diverse Speaker Traits and Speech Properties
Tiantian Feng, Jihwan Lee, Anfeng Xu, Yoonjeong Lee, Thanathai Lertpetchpun, Xuan Shi, Helin Wang, Thomas Thebaud, Laureano Moro-Velazquez, Dani Byrd, Najim Dehak, Shrikanth Narayanan
Journal of Data-centric Machine Learning Research, 2026