Publications
This section contains publications published by ISI over the past several decades.
2026
Emergent coordinated behaviors in networked LLM agents: Modeling the strategic dynamics of information operations
Gian Marco Orlando, Jinyi Ye, Valerio La Gatta, Mahdi Saeedi, Vincenzo Moscato, Emilio Ferrara, Luca Luceri
Proceedings of the ACM Web Conference 2026, 4805-4816, 2026
Gravity: A framework for personalized text generation via profile-grounded synthetic preferences
Priyanka Dey, Daniele Rosa, Wenqing Zheng, Daniel Barcklow, Jieyu Zhao, Emilio Ferrara
Proceedings of the 19th Conference of the European Chapter of the …, 2026
From Sensors to Insight: Rapid, Edge-to-Core Application Development for Sensor-Driven Applications
Komal Thareja, Anirban Mandal, Ewa Deelman
arXiv preprint arXiv:2605.02859, 2026
Decentralized coordination of autonomous agents in the Compute Continuum using consensus
Xavier Casas-Moreno, Komal Thareja, Pablo de Juan Vela, Rajiv Mayani, Josep Fanals-i-Batllori, Anirban Mandal, Ewa Deelman, Rosa M Badia, Francesc Lordan
Frontiers in Complex Systems 4, 1800101, 2026
LATTICE: Evaluating Decision Support Utility of Crypto Agents
Aaron Chan, Tengfei Li, Tianyi Xiao, Angela Chen, Junyi Du, Xiang Ren
arXiv preprint arXiv:2604.26235, 2026
Time-resolved EEG decoding reveals altered neural dynamics of affective semantic evaluation in depression and suicidality
Woojae Jeong, Aditya Kommineni, Kleanthis Avramidis, Colin McDaniel, Donald Berry, Myzelle Hughes, Thomas McGee, Elsi Kaiser, Dani Byrd, Assal Habibi, B Rael Cahn, Idan A Blank, Kristina Lerman, Dimitrios Pantazis, Sudarsana R Kadiri, Takfarinas Medani, Shrikanth Narayanan, Richard M Leahy
Communications Biology, 2026
Exploring contrastive alignment across conversational turns for modeling vocal entrainment in interactions involving children with autism
Rimita Lahiri, So Hyun Kim, Somer Bishop, Catherine Lord, Helen Tager-Flusberg, Shrikanth Narayanan
Computer Speech & Language, 101993, 2026
Dominance and Complementarity in Cross-Modal Representation Learning for Wearable Time Series
Dominika Kunc, Joanna Komoszyńska, Kleanthis Avramidis, Tiantian Feng, Shrikanth Narayanan, Przemysław Kazienko, Stanisław Saganowski
Information Fusion, 104439, 2026
The False Resonance: A Critical Examination of Emotion Embedding Similarity for Speech Generation Evaluation
Yun-Shao Tsai, Yi-Cheng Lin, Huang-Cheng Chou, Tzu-Wen Hsu, Yun-Man Hsu, Chun Wei Chen, Shrikanth Narayanan, Hung-yi Lee
arXiv preprint arXiv:2604.26347, 2026
Looking Into the Past: Eye Movements Characterize Elements of Autobiographical Recall in Interviews with Holocaust Survivors
Emily Zhou, Marcus Ma, Kleanthis Avramidis, Gabor Mihaly Toth, Shrikanth Narayanan
arXiv preprint arXiv:2604.22016, 2026
Smiling Regulates Emotion During Traumatic Recollection
Marcus Ma, Emily Zhou, Leonard Ludwig, Julia Hörath, Christina Winkler, Kleanthis Avramidis, Tiantian Feng, Gabor Toth, Alina Bothe, Shrikanth Narayanan
arXiv preprint arXiv:2604.19019, 2026
Neural evidence of disrupted self-referential processing in suicidal depression
Colin McDaniel, Myzelle L Hughes, Takfarinas Medani, Woojae Jeong, Thomas A McGee, Aditya Kommineni, Kleanthis Avramidis, Hamzeh Alturk, Dani Byrd, Kristina Lerman, Sudarsana R Kadiri, Idan A Blank, Richard M Leahy, Shrikanth Narayanan, B Rael Cahn, Assal Habibi
Journal of Affective Disorders, 121817, 2026
Autoencoder Based Optimized SSL Representations: Complexity Minimization and Improved Dysarthric ASR
Paban Sapkota, Hemant Kumar Kathania, Mikko Kurimo, Shrikanth Narayanan, Sudarsana Reddy Kadiri
2026 National Conference on Communications (NCC), 590-595, 2026
Articulatory kinematics of penultimate and final lengthening in Setswana: Evidence from real-time MRI
Yubin Zhang, Xuan Shi, Kevin Huang, Prakash Kumar, Kevin Lee, Boitumelo Moshoete, Keneilwe Matlhaku, Dani Byrd, Louis Goldstein, Krishna Nayak, Shrikanth Narayanan
Proc. SpeechProsody 2026, 53-57, 2026
Rescind: Countering Image Misconduct in Biomedical Publications with Vision-Language and State-Space Modeling
S. Nandi, P. Natarajan
Proceedings of the AAAI Conference on Artificial Intelligence 40 (46), 39061 …, 2026
Sparse Layers are Critical to Scaling Looped Language Models
Ryan Lee, Jacob Biloki, Edward J Hu, Jonathan May
arXiv preprint arXiv:2605.09165, 2026
How Language Models Process Negation
Zhejian Zhou, Tianyi Zhou, Robin Jia, Jonathan May
arXiv preprint arXiv:2605.03052, 2026
EMO: Frustratingly Easy Progressive Training of Extendable MoE
Linghao Jin, Chufan Shi, Huijuan Wang, Nuan Wen, Zhengzhong Liu, Eric Xing, Xuezhe Ma
arXiv preprint arXiv:2605.13247, 2026
Emergent Strategic Reasoning Risks in AI: A Taxonomy-Driven Evaluation Framework
Tharindu Kumarage, Lisa Bauer, Yao Ma, Dan Rosen, Yashasvi Raghavendra Guduri, Anna Rumshisky, Kai-Wei Chang, Aram Galstyan, Rahul Gupta, Charith Peris
arXiv preprint arXiv:2604.22119, 2026
ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System
Jiacheng Liang, Yao Ma, Tharindu Kumarage, Satyapriya Krishna, Rahul Gupta, Kai-Wei Chang, Aram Galstyan, Charith Peris
arXiv preprint arXiv:2604.18789, 2026