Publications

This section contains publications published by ISI over the past several decades.

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

FlashMap: Flow Map Speculative Decoding

Jeff Shen, Zhejian Zhou, Ryan Lee, Jonathan May, Shirley Ho
arXiv preprint arXiv:2610.24365,  2026

Edit, Don't Imitate: Minimal-Edit On-Policy Distillation for Multimodal Reasoning

Wen Ye, Ailin Deng, Zirui Wang, Shixing Yu, Han Zhang, Tian Yun, Nikhil Mehta, Tarun Kalluri, Xuefei Cao, Xuezhe Ma, Hengduo Li
arXiv preprint arXiv:2610.30231,  2026

Towards Looped Models Done Right, Part I: Topology, Input Injection, Recurrent-State Design

Benhao Huang, Chufan Shi, Junlin Chen, Shicheng Wen, Zhengzhong Liu, Eric Xing, Xuezhe Ma
arXiv preprint arXiv:2610.23036,  2026

From Relevant Memories to Sufficient Evidence: Rethinking Memory Utilization in LLM Agents

Shixuan Li, Wei Yang, Peiyu Zhang, Anzhe Cheng, Heng Ping, Xiaole Zhang, Jesse Thomason, Xuezhe Ma, Yue Zhao, Paul Bogdan
arXiv preprint arXiv:2610.22668,  2026

SynCo: Data Synthesis Co-Training for Self-Evolving LLMs via Multi-Agent Reinforcement Learning

Wei Yang, Shawn Li, Yuehan Qin, Yawei Wang, Mingxi Wang, Shixuan Li, Tiankai Yang, Jiate Li, Jesse Thomason, Xuezhe Ma, Yue Zhao
arXiv preprint arXiv:2610.11345,  2026

UReason: Benchmarking Reasoning-to-Generation Alignment in Unified Multimodal Models

Cheng Yang, Chufan Shi, Bo Shui, Yaokang Wu, Muzi Tao, Huijuan Wang, Ivan Lee, Yong Liu, Xuezhe Ma, Taylor Berg-Kirkpatrick
Proceedings of the 2026 Conference on Empirical Methods in Natural Language …,  2026

MIRROR: Learning from the Other View for Multi-Modal Reasoning

Wen Ye, Yuxiao Qu, Aviral Kumar, Xuezhe Ma
arXiv preprint arXiv:2607.21552,  2026