Publications
This section contains publications published by ISI over the past several decades.
2025
Unmasking the Internet: A Survey of Fine-Grained Network Traffic Analysis
Yebo Feng, Jun Li, Jelena Mirkovic, Cong Wu, Chong Wang, Hao Ren, Jiahua Xu, Yang Liu
IEEE Communications Surveys & Tutorials, 2025
ELI-Why: Evaluating the Pedagogical Utility of Language Model Explanations
Brihi Joshi, Keyu He, Sahana Ramnath, Sadra Sabouri, Kaitlyn Zhou, Souti Chattopadhyay, Swabha Swayamdipta, Xiang Ren
arXiv preprint arXiv:2506.14200, 2025
Improving Language Model Personas via Rationalization with Psychological Scaffolds
Brihi Joshi, Xiang Ren, Swabha Swayamdipta, Rik Koncel-Kedziorski, Tim Paek
arXiv preprint arXiv:2504.17993, 2025
Equity and reliability of public electric vehicle charging stations in the United States
Qiao Yu, Tristan Que, Lara J Cushing, Gregory Pierce, Ke Shen, Mayank Kejriwal, Yuan Yao, Yifang Zhu
Nature Communications 16 (1), 1-13, 2025
Syntactic and semantic control of large language models via sequential monte carlo
João Loula, Benjamin LeBrun, Li Du, Ben Lipkin, Clemente Pasti, Gabriel Grand, Tianyu Liu, Yahya Emara, Marjorie Freedman, Jason Eisner, Ryan Cotterell, Vikash Mansinghka, Alexander K Lew, Tim Vieira, Timothy J O'Donnell
arXiv preprint arXiv:2504.13139, 2025
Information Suppression in Large Language Models: Auditing, Quantifying, and Characterizing Censorship in DeepSeek
Peiran Qiu, Siyi Zhou, Emilio Ferrara
arXiv preprint arXiv:2506.12349, 2025
PDB-IHM: A system for deposition, curation, validation, and dissemination of integrative structures
Brinda Vallat, Benjamin M Webb, Arthur Zalevsky, Hongsuda Tangmunarunkit, Monica R Sekharan, Serban Voinea, Aref Shafaeibejestan, Jared Sagendorf, Jeffrey C Hoch, Genji Kurisu, Kyle L Morris, Sameer Velankar, Carl Kesselman, Stephen K Burley, Helen M Berman, Andrej Sali
Journal of Molecular Biology, 168963, 2025
Bolstering Democracy in the Age of AI: Insights from the 2024 US Election
Luca Luceri
XRDS: Crossroads, The ACM Magazine for Students 31 (3), 34-41, 2025
Developing a High-performance Framework for Speech Emotion Recognition in Naturalistic Conditions Challenge for Emotional Attribute Prediction
Thanathai Lertpetchpun, Tiantian Feng, Dani Byrd, Shrikanth Narayanan
arXiv preprint arXiv:2506.10930, 2025
Joint ASR and Speaker Role Tagging with Serialized Output Training
Anfeng Xu, Tiantian Feng, Shrikanth Narayanan
arXiv preprint arXiv:2506.10349, 2025
Rhythm Features for Speaker Identification
Nick Mehlman, Thomas Thebaud, Dani Byrd, Shri Narayanan
arXiv preprint arXiv:2506.06834, 2025
Neural Responses to Affective Sentences Reveal Signatures of Depression
Aditya Kommineni, Woojae Jeong, Kleanthis Avramidis, Colin McDaniel, Myzelle Hughes, Thomas McGee, Elsi Kaiser, Kristina Lerman, Idan A Blank, Dani Byrd, Assal Habibi, B Rael Cahn, Sudarsana Kadiri, Takfarinas Medani, Richard M Leahy, Shrikanth Narayanan
arXiv preprint arXiv:2506.06244, 2025
LSM-2: Learning from Incomplete Wearable Sensor Data
Maxwell A Xu, Girish Narayanswamy, Kumar Ayush, Dimitris Spathis, Shun Liao, Shyam A Tailor, Ahmed Metwally, A Ali Heydari, Yuwei Zhang, Jake Garrison, Samy Abdel-Ghaffar, Xuhai Xu, Ken Gu, Jacob Sunshine, Ming-Zher Poh, Yun Liu, Tim Althoff, Shrikanth Narayanan, Pushmeet Kohli, Mark Malhotra, Shwetak Patel, Yuzhe Yang, James M Rehg, Xin Liu, Daniel McDuff
arXiv preprint arXiv:2506.05321, 2025
Adversarial Robustness of Self-Supervised Learning Features
Nick Mehlman, Shri Narayanan
IEEE Open Journal of Signal Processing, 2025
Association of Machine Learning Rated Supportive Counseling Skills with Psychotherapy Outcome
Xinyao Zhang, Simon B Goldberg, Scott A Baldwin, Michael J Tanana, Lauren M Weitzman, Shrikanth S Narayanan, David C Atkins, Zac E Imel
Journal of Consulting and Clinical Psychology 93 (2), 2025
Method for assessing visual saliency in children with cerebral/cortical visual impairment using generative artificial intelligence
Kate Matsunaga, Kleanthis Avramidis, Mark S Borchert, Shrikanth Narayanan, Melinda Y Chang
Frontiers in Human Neuroscience 18, 1506286, 2025
Modeling Information Narrative Evolution on Telegram During the Russia-Ukraine War
Patrick Gerard, Svitlana Volkova, Louis Penafiel, Kristina Lerman, Tim Weninger
Proceedings of the International AAAI Conference on Web and Social Media 19 …, 2025
Polarized Online Discourse on Abortion: Frames and Hostile Expressions Among Liberals and Conservatives
Ashwin Rao, Rong-Ching Chang, Qiankun Zhong, Kristina Lerman, Magdalena Wojcieszak
Proceedings of the International AAAI Conference on Web and Social Media 19 …, 2025
What if we implemented a congestion charging scheme in Los Angeles? An epidemiological assessment and predicted impacts
Mayank Kejriwal
SocArXiv, 2025
Accelerated Test-Time Scaling with Model-Free Speculative Sampling
Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Bhavana Ganesh, Jinwoo Shin, Aram Galstyan, Sravan Babu Bodapati
arXiv preprint arXiv:2506.04708, 2025