Publications

Xinyi Leng, Jason Liang, Jack Mauro, Xu Wang, James Chapman, Andrea L. Bertozzi, Junyuan Lin, Bohan Chen, Chenchen Ye, Temple Daniel (2024). Narrative Analysis of True Crime Podcasts With Knowledge Graph-Augmented Large Language Models. Proceedings of the 33rd International Conference on Information and Knowledge Management, GTA3 Workshop-2024.

Bohan Chen, Kevin Miller, Andrea L. Bertozzi, Jon Schwenk (2024). CGAP: A Hybrid Contrastive and Graph-based Active Learning Pipeline to Detect Water and Sediment in Multispectral Images.

Bohan Chen, Kevin Miller, Andrea L. Bertozzi, Jon Schwenk (2024). Batch Active Learning for Multispectral and Hyperspectral Image Segmentation Using Similarity Graphs. Communications on Applied Mathematics and Computation.

Bohan Chen, Andrea L. Bertozzi (2023). AutoKG: Efficient Automated Knowledge Graph Generation for Language Models. 2023 IEEE International Conference on Big Data (BigData).

Jason Brown, Bohan Chen, Harris Hardiman-Mostow, Adrien Weihs, Andrea L. Bertozzi, Jocelyn Chanussot (2023). Material Identification in Complex Environments: Neural Network Approaches to Hyperspectral Image Analysis. 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Bohan Chen, Yifei Lou, Andrea L. Bertozzi, Jocelyn Chanussot (2023). Graph-Based Active Learning for Nearly Blind Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing.

Bohan Chen, Kevin Miller, Andrea L. Bertozzi, Jon Schwenk (2023). Graph-Based Active Learning for Surface Water and Sediment Detection in Multispectral Images. IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium.

James Chapman, Bohan Chen, Zheng Tan, Jeff Calder, Kevin Miller, Andrea L. Bertozzi (2023). Novel batch active learning approach and its application to synthetic aperture radar datasets. Algorithms for Synthetic Aperture Radar Imagery XXX.

Bohan Chen, Pujan Shrestha, Andrea L. Bertozzi, George Mohler, Frederic Schoenberg (2022). A Novel Point Process Model for COVID-19: Multivariate Recursive Hawkes Process. Predicting Pandemics in a Globally Connected World, Volume 1: Toward a Multiscale, Multidisciplinary Framework through Modeling and Simulation.

Bohan Chen, Kaiyan Peng, Christian Parkinson, Andrea L. Bertozzi, Tara Lyn Slough, Johannes Urpelainen (2021). Modeling illegal logging in Brazil. Research in the Mathematical Sciences.