Publications (+ student advisee, * corresponding author)
Edidem, M.+, B. Xu+, R. Li*, D. Wu+, B. Rekabdar, G. Wang. Identification of Drainage Crossings on High-Resolution Digital Elevation Models Using Explanatory Deep Learning Approaches. Frontiers in Artificial Intelligence (minor revision)
Edidem, M.+, R. Li*, D. Wu+, B. Rekabdar, G. Wang. 2025. GeoAI-based Drainage Crossing Detection for Elevation-derived Hydrographic Mapping. Environmental Modelling and Software. 186, 106338. Full Texts
Wu, D.+, R. Li*, M. Edidem+, G. Wang. 2024, Enhancing Hydrologic LiDAR Digital Elevation Models: Bridging Hydrographic Gaps at Fine Scales. JAWRA Journal of the American Water Resources Association. 60(6), 1253-1269. Full Texts
Nazeri, A., D.W. Godwin, A.M. Panteleaki, I. Anagnostopoulos, M. Edidem, R. Li, T. Shu. 2025. Exploration of TPU Architectures for the Optimized Transformer in Drainage Crossing Detection. Proceedings of 2024 IEEE International Conference on Big Data.
Zhang, Y., D. Pandey, D. Wu+, T. Kundu, R. Li, T. Shu. 2023. Accuracy-Constrained Efficiency Optimization and GPU Profiling of CNN Inference for Detecting Drainage Crossing Locations. The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC23); Denver, CO; Pp. 9. doi: 10.1145/3624062.3624260. Full Text
Li, Y., J. Baik, M.M. Rahman, I. Anagnostopoulos, R. Li, T. Shu. 2023. Pareto Optimization of CNN Models via Hardware-Aware Neural Architecture Search for Drainage Crossing Classification on Resource-Limited Devices. SC23; Denver, CO; Pp. 9. doi: 10.1145/3624062.3624258. Full Texts
Jalalipour, S., S. Ayyalasomayjula, H. Damrah, J. Lin, B. Rekabdar, R. Li. 2023. Deep Learning-Based Spatial Detection of Drainage Structures using Advanced Object Detection Methods. In 2023 International Conference on Transdisciplinary AI; Laguna Hills, CA; p 8. Full Texts
Wu, D.+, R. Li*, C. Talbert, M. Edidem, B. Rekabdar, G. Wang. 2023. Classification of Drainage Crossings on High-resolution Digital Elevation Models: A Deep Learning Approach. GIScience & Remote Sensing. 60:1. https://doi.org/10.1080/15481603.2023.2230706. Full Texts
Bhadra, S.+, R. Li*, D. Wu, G. Wang, B. Rekabdar. 2021. Assessing the Roles of Anthropogenic Drainage Structures on Hydrologic Connectivity Using High-resolution Digital Elevation Models. Transactions in GIS. 25(5), 2596-2611. Full Texts
Talafha, S, D. Wu+, B. Rekabdar, R. Li, G. Wang. 2021. Classification and Feature Extraction for Hydraulic Structures Data Using Advanced CNN Architectures. In 2021 Third International Conference on Transdisciplinary AI, 137–146. Laguna Hills, CA, USA: IEEE https://ieeexplore.ieee.org/document/9565622/. Full Texts