Publications
This section contains publications published by ISI over the past several decades.
2024
Timely Wildfire Perimeter Mapping for Unmanned Aerial Platforms
Andrew Rittenbach, Connor Imes, John Paul Walters
Applied Industrial Spectroscopy, FD1. 7, 2024
Evaluating Deep Learning Recommendation Model Training Scalability with the Dynamic Opera Network
Connor Imes, Andrew Rittenbach, Peng Xie, Dong In D Kang, John Paul Walters, Stephen P Crago
Proceedings of the 4th Workshop on Machine Learning and Systems, 169-175, 2024
Virtual Network Embedding as Boolean Satisfiability
Pavel Surynek, Yi Zheng, Erik Kline, Sven Koenig, TK Satish Kumar
2024 IEEE 36th International Conference on Tools with Artificial …, 2024
Impacts of Personalization on Social Network Exposure
Nathan Bartley, Keith Burghardt, Kristina Lerman
International Conference on Advances in Social Networks Analysis and Mining …, 2024
Automatically Constructing Geospatial Feature Taxonomies from OpenStreetMap Data
Basel Shbita, Craig A Knoblock
2024 IEEE 18th International Conference on Semantic Computing (ICSC), 208-211, 2024
Using representation learning and web text to identify competitor networks
Gerard Hoberg, Craig Knoblock, Gordon Phillips, Jay Pujara, Zhiqiang Qiu, Louiqa Raschid
Contextualizing Internet Memes Across Social Media Platforms
Saurav Joshi, Filip Ilievski, Luca Luceri
In the Companion Proceedings of The Web Conference 2024 Best Paper Award …, 2024
Social Approval and Network Homophily as Motivators of Online Toxicity
Julie Jiang, Luca Luceri, Joseph B Walther, Emilio Ferrara
arXiv preprint arXiv:2310.07779, 2024
AVOID: Automatic Verification Of Internet Data-paths
Alexander Marder, Jon Larrea, Kc Claffy, Erik Kline, Kyle Jamieson, Bradley Huffaker, Lincoln Thurlow, Matthew Luckie
MILCOM 2024-2024 IEEE Military Communications Conference (MILCOM), 647-648, 2024
REVEAL: Real-time Evaluation and Verification of External Adversarial Links
Alexander Marder, Jon Larrea, Kc Claffy, Erik Kline, Kyle Jamieson, Bradley Huffaker, Lincoln Thurlow, Matthew Luckie
MILCOM 2024-2024 IEEE Military Communications Conference (MILCOM), 1106-1111, 2024
Synthetic Data Generation for Machine Learning Models with Cognitive Agent Simulations
Jim Blythe, Alexey Tregubov
International Conference on Practical Applications of Agents and Multi-Agent …, 2024
Faith and fate: Limits of transformers on compositionality
Nouha Dziri, Ximing Lu, Melanie Sclar, Xiang Lorraine Li, Liwei Jiang, Bill Yuchen Lin, Sean Welleck, Peter West, Chandra Bhagavatula, Ronan Le Bras, Jena Hwang, Soumya Sanyal, Xiang Ren, Allyson Ettinger, Zaid Harchaoui, Yejin Choi
Advances in Neural Information Processing Systems 36, 2024
Swiftsage: A generative agent with fast and slow thinking for complex interactive tasks
Bill Yuchen Lin, Yicheng Fu, Karina Yang, Faeze Brahman, Shiyu Huang, Chandra Bhagavatula, Prithviraj Ammanabrolu, Yejin Choi, Xiang Ren
Advances in Neural Information Processing Systems 36, 2024
Minds versus machines: Rethinking entailment verification with language models
Soumya Sanyal, Tianyi Xiao, Jiacheng Liu, Wenya Wang, Xiang Ren
arXiv preprint arXiv:2402.03686, 2024
Self-discover: Large language models self-compose reasoning structures
Pei Zhou, Jay Pujara, Xiang Ren, Xinyun Chen, Heng-Tze Cheng, Quoc V Le, Ed Chi, Denny Zhou, Swaroop Mishra, Huaixiu Steven Zheng
arXiv preprint arXiv:2402.03620, 2024
What will my model forget? forecasting forgotten examples in language model refinement
Xisen Jin, Xiang Ren
arXiv preprint arXiv:2402.01865, 2024
Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty
Kaitlyn Zhou, Jena D Hwang, Xiang Ren, Maarten Sap
arXiv preprint arXiv:2401.06730, 2024
Towards real-time myocardial infarction diagnosis: a convergence of machine learning and ion-exchange membrane technologies leveraging miRNA signatures
Xiang Ren, Ruyu Zhou, George Ronan, S Gulberk Ozcebe, Jiaying Ji, Satyajyoti Senapati, Keith L March, Eileen Handberg, David Anderson, Carl J Pepine, Hsueh-Chia Chang, Fang Liu, Pinar Zorlutuna
Lab on a Chip 24 (23), 5203-5214, 2024
Attributing culture-conditioned generations to pretraining corpora
Huihan Li, Arnav Goel, Keyu He, Xiang Ren
arXiv preprint arXiv:2412.20760, 2024
In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search
Huihan Li, Yuting Ning, Zeyi Liao, Siyuan Wang, Xiang Lorraine Li, Ximing Lu, Wenting Zhao, Faeze Brahman, Yejin Choi, Xiang Ren
Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024