Publications
This section contains publications published by ISI over the past several decades.
2025
K2-think: A parameter-efficient reasoning system
Zhoujun Cheng, Richard Fan, Shibo Hao, Taylor W Killian, Haonan Li, Suqi Sun, Hector Ren, Alexander Moreno, Daqian Zhang, Tianjun Zhong, Yuxin Xiong, Yuanzhe Hu, Yutao Xie, Xudong Han, Yuqi Wang, Varad Pimpalkhute, Yonghao Zhuang, Aaryamonvikram Singh, Xuezhi Liang, Anze Xie, Jianshu She, Desai Fan, Chengqian Gao, Liqun Ma, Mikhail Yurochkin, John Maggs, Xuezhe Ma, Guowei He, Zhiting Hu, Zhengzhong Liu, Eric P Xing
arXiv preprint arXiv:2509.07604, 2025
Processing-in-pixel-in-memory for neuromorphic image sensors
AP Jacob, A Jaiswal, M ABDULLAH-AL KAISER
US Patent App. 19/257,303, 2025
K2-V2: A 360-Open, Reasoning-Enhanced LLM
Zhengzhong Liu, Liping Tang, Linghao Jin, Haonan Li, Nikhil Ranjan, Desai Fan, Shaurya Rohatgi, Richard Fan, Omkar Pangarkar, Huijuan Wang, Zhoujun Cheng, Suqi Sun, Seungwook Han, Bowen Tan, Gurpreet Gosal, Xudong Han, Varad Pimpalkhute, Shibo Hao, Ming Shan Hee, Joel Hestness, Haolong Jia, Liqun Ma, Aaryamonvikram Singh, Daria Soboleva, Natalia Vassilieva, Renxi Wang, Yingquan Wu, Yuekai Sun, Taylor Killian, Alexander Moreno, John Maggs, Hector Ren, Guowei He, Hongyi Wang, Xuezhe Ma, Yuqi Wang, Mikhail Yurochkin, Eric P Xing, K2 Team
arXiv preprint arXiv:2512.06201, 2025
Natural language question generation
A Kumar, Y Fung, P Natarajan, A Galstyan, H Ji
US Patent 12,456,015, 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
Management Of Rural Acute Coronary Syndromes (MORACS)–A randomized controlled trial of diagnostic support for patients in rural hospitals with acute coronary syndromes
Matthew French, Georgia Meagher, Christopher Ray Chen, Fiona Dee, Lindsay Savage, James Leitch, Conrad Loten, Olivia Watson, Kerry Inder, Dawn McIvor, Trent Williams, Peter Fletcher, John K French, Ammar Albayati, Shanathan Sritharan, Daniel Barker, Ashleigh Stuart, Mohammed Sami Al-Omary, Allan Davies, John Attia, John Wiggers, Aaron L Sverdlov, Nicholas Collins, Andrew J Boyle
medRxiv.11. 26.25341123, 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
GRAVITY: A Framework for Personalized Text Generation via Profile-Grounded Synthetic Preferences
Priyanka Dey, Daniele Rosa, Wenqing Zheng, Daniel Barcklow, Jieyu Zhao, Emilio Ferrara
arXiv preprint arXiv:2510.11952, 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