Publications
This section contains publications published by ISI over the past several decades.
2025
Systems and methods for updating large language models
K Mishra, T Soliman, A Galstyan, A Kumar, AK Ramakrishna
US Patent 12,456,020, 2025
High-Speed Compact Look-Up Table with Input Select and Registers
YH Cho, Y Widjaja
US Patent App. 18/866,501, 2025
A universal black-box quantum Monte Carlo approach to quantum phase transitions
Nic Ezzell, Lev Barash, Itay Hen
npj Computational Materials, 2025
Mixing Inference-time Experts for Enhancing LLM Reasoning
Soumya Sanyal, Tianyi Xiao, Xiang Ren
Proceedings of the 2025 Conference on Empirical Methods in Natural Language …, 2025
CISAF: A Framework for Estimating the Security Posture of Academic and Research Cyberinfrastructure
Qishen Liang, Jelena Mirkovic, Brian Kocoloski
arXiv preprint arXiv:2509.00266, 2025
Optimizing SFQ Circuit Design: A Timing-Driven Framework for Performance-Constrained Area Minimization
Robert S Aviles, Rassul Bairamkulov, Ziyu Liu, Peter A Beerel
2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2025
Be My Eyes: Extending Large Language Models to New Modalities Through Multi-Agent Collaboration
James Y Huang, Sheng Zhang, Qianchu Liu, Guanghui Qin, Tinghui Zhu, Tristan Naumann, Muhao Chen, Hoifung Poon
arXiv preprint arXiv:2511.19417, 2025
OmniStruct: Universal Text-to-Structure Generation across Diverse Schemas
James Y Huang, Wenxuan Zhou, Nan Xu, Fei Wang, Qin Liu, Sheng Zhang, Hoifung Poon, Muhao Chen
arXiv preprint arXiv:2511.18335, 2025
Poster: Rough Edges for IPv6 in VPNs
Yejin Cho, John Heidemann
Proceedings of the 2025 ACM Internet Measurement Conference, 1048-1049, 2025
Poster: Rediscovering Recurring Routing Results
Xiao Song, John Heidemann
Proceedings of the 2025 ACM Internet Measurement Conference, 1074-1075, 2025
Unsupervised Multimodal Deepfake Detection Through Explicit Intra-Modal and Cross Modal Inconsistency Discovery
Mulin Tian, Mahyar Khayatkhoei, Joe Mathai, Wael AbdAlmageed
No Free Lunch in Language Model Bias Mitigation? Targeted Bias Reduction Can Exacerbate Unmitigated LLM Biases
Shireen Chand, Faith Baca, Emilio Ferrara
arXiv preprint arXiv:2511.18635, 2025
Reinforcing Stereotypes of Anger: Emotion AI on African American Vernacular English
Rebecca Dorn, Christina Chance, Casandra Rusti, Charles Bickham Jr, Kai-Wei Chang, Fred Morstatter, Kristina Lerman
arXiv preprint arXiv:2511.10846, 2025
A2SD: Accelerating Scientific Innovation Through Autonomous Discovery Systems
Michela Taufer, Rafael Ferreira da Silva, Benjamin Mintz, Milad Abolhasani, Rosa M Badia, Ewa Deelman, Robert G Moore, John Shalf
International Conference on High Performance Computing, 668-674, 2025
Functional Genomics Studies of Psychiatric Disorders in Individuals of Latin American Populations: A Scoping Review
LM Porras, I Rodríguez‐Lausell, G Iglesias‐Maldonado, EVF Tuliao, ...
American Journal of Medical Genetics Part B: Neuropsychiatric Genetics, 2025
RedVTP: Training-Free Acceleration of Diffusion Vision-Language Models Inference via Masked Token-Guided Visual Token Pruning
Jingqi Xu, Jingxi Lu, Chenghao Li, Sreetama Sarkar, Souvik Kundu, Peter A Beerel
arXiv preprint arXiv:2511.12428, 2025
Large-scale detection of multilingual coordinated activity on Telegram
Leonardo Blas, Diya Saraf, Tanishq Salkar, Nora Adadurova, Luca Luceri, Emilio Ferrara
npj Complexity 2 (1), 33, 2025
VIDEOP2R: Video Understanding from Perception to Reasoning
Yifan Jiang, Yueying Wang, Rui Zhao, Toufiq Parag, Zhimin Chen, Zhenyu Liao, Jayakrishnan Unnikrishnan
arXiv preprint arXiv:2511.11113, 2025
Rethinking Hallucinations: A Cognitive-Inspired Taxonomy and Comprehensive Survey in Large Language Models, Large Vision-Language Models, and Multimodal Large Language Models
Shao-Jun Xia, Huixin Zhang, Yifan Jiang, Xiaoyang Chen, Yike Chen, Zitong Li, Zhongwei Wan, Anlan Sun
Large Vision-Language Models, and Multimodal Large Language Models (November …, 2025