Publications
This section contains publications published by ISI over the past several decades.
2025
Compress, Gather, and Recompute: REFORMing Long-Context Processing in Transformers
Woomin Song, Sai Muralidhar Jayanthi, Srikanth Ronanki, Kanthashree Mysore Sathyendra, Jinwoo Shin, Aram Galstyan, Shubham Katiyar, Sravan Babu Bodapati
arXiv preprint arXiv:2506.01215, 2025
Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation
Tharindu Kumarage, Ninareh Mehrabi, Anil Ramakrishna, Xinyan Zhao, Richard Zemel, Kai-Wei Chang, Aram Galstyan, Rahul Gupta, Charith Peris
arXiv preprint arXiv:2505.21784, 2025
Medical school ranking and neighborhood characteristics of initial practice location among physicians
Navapat Nananukul, Mayank Kejriwal
JAMA Network Open 8 (5), e2512474-e2512474, 2025
Data Flows in You: Benchmarking and Improving Static Data-flow Analysis on Binary Executables
Nicolaas Weideman, Sima Arasteh, Mukund Raghothaman, Jelena Mirkovic, Christophe Hauser
arXiv preprint arXiv:2506.00313, 2025
CapSpeech: Enabling Downstream Applications in Style-Captioned Text-to-Speech
Helin Wang, Jiarui Hai, Dading Chong, Karan Thakkar, Tiantian Feng, Dongchao Yang, Junhyeok Lee, Laureano Moro Velazquez, Jesus Villalba, Zengyi Qin, Shrikanth Narayanan, Mounya Elhiali, Najim Dehak
arXiv preprint arXiv:2506.02863, 2025
MOOSE: Pay Attention to Temporal Dynamics for Video Understanding via Optical Flows
Hong Nguyen, Dung Tran, Hieu Hoang, Phong Nguyen, Shrikanth Narayanan
arXiv preprint arXiv:2506.01119, 2025
Towards disentangling the contributions of articulation and acoustics in multimodal phoneme recognition
Sean Foley, Hong Nguyen, Jihwan Lee, Sudarsana Reddy Kadiri, Dani Byrd, Louis Goldstein, Shrikanth Narayanan
arXiv preprint arXiv:2505.24059, 2025
Deep learning inference with the Event Horizon Telescope-I. Calibration improvements and a comprehensive synthetic data library
M Janssen, C-k Chan, J Davelaar, I Natarajan, H Olivares, B Ripperda, J Röder, M Rynge, M Wielgus
Astronomy & Astrophysics 698, A60, 2025
A Terminology for Scientific Workflow Systems
Frédéric Sutera, Tainã Coleman, İlkay Altintaş, Rosa M Badia, Bartosz Balis, Kyle Chard, Iacopo Colonnelli, Ewa Deelman, Paolo Di Tommaso, Thomas Fahringer, Carole Goble, Shantenu Jha, Daniel S Katz, Johannes Köster, Ulf Leser, Kshitij Mehta, Hilary Oliver, J Peterson, Giovanni Pizzi, Loïc Pottier, Raül Sirvent, Eric Suchyta, Douglas Thain, Sean R Wilkinson, Justin M Wozniak, Rafael Ferreira da Silva
arXiv preprint arXiv:2506.07838, 2025
Misinformation, Bots, and Algorithms: Dr. Emilio Ferrara on Technology's Impact on Democracy
Gabriela Pinto, Emilio Ferrara
XRDS: Crossroads, The ACM Magazine for Students 31 (3), 42-44, 2025
Can LLMs Express Personality Across Cultures? Introducing CulturalPersonas for Evaluating Trait Alignment
Priyanka Dey, Yugal Khanter, Aayush Bothra, Jieyu Zhao, Emilio Ferrara
arXiv preprint arXiv:2506.05670, 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
What if we implemented a congestion charging scheme in Los Angeles? An epidemiological assessment and predicted impacts
Mayank Kejriwal
SocArXiv, 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
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