Joshua Fan

11 papers A* 4Journal 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
LabelKAN - Kolmogorov-Arnold Networks for Inter-Label Learning: Avian Community Learning.
AAAI
Marc Grimson, Joshua Fan, Courtney L. Davis, Dylan van Bramer, Daniel Fink, Carla P. Gomes
2026 J jnl
LabelKAN - Kolmogorov-Arnold Networks for Inter-Label Learning: Avian Community Learning.
CoRR
Marc Grimson, Joshua Fan, Courtney L. Davis, Dylan van Bramer, Daniel Fink, Carla P. Gomes
2026 A* conf
Scientifically-Interpretable Reasoning Network (ScIReN): Discovering Hidden Relationships in the Carbon Cycle and Beyond.
AAAI
Joshua Fan, Haodi Xu, Feng Tao, Md Nasim, Marc Grimson, Yiqi Luo, Carla P. Gomes
2025 J jnl
Biogeochemistry-Informed Neural Network (BINN) for Improving Accuracy of Model Prediction and Scientific Understanding of Soil Organic Carbon.
CoRR
Haodi Xu, Joshua Fan, Feng Tao, Lifen Jiang, Fengqi You, Benjamin Z. Houlton, Ying Sun, Carla P. Gomes, Yiqi Luo
2025 J jnl
Scientifically-Interpretable Reasoning Network (ScIReN): Uncovering the Black-Box of Nature.
CoRR
Joshua Fan, Haodi Xu, Feng Tao, Md Nasim, Marc Grimson, Yiqi Luo, Carla P. Gomes
2024 J jnl
AiSciVision: A Framework for Specializing Large Multimodal Models in Scientific Image Classification.
CoRR
Brendan Hogan, Anmol Kabra, Felipe Siqueira Pacheco, Laura Greenstreet, Joshua Fan, Aaron M. Ferber, Marta Ummus, Alecsander Brito, Olivia J. Graham, Lillian R. Aoki, Drew Harvell, Alex Flecker, Carla P. Gomes
2022 A* conf
A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction.
AAAI
Joshua Fan, Junwen Bai, Zhiyun Li, Ariel Ortiz-Bobea, Carla P. Gomes
2022 A* conf
Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-Net.
IJCAI
Joshua Fan, Di Chen, Jiaming Wen, Ying Sun, Carla P. Gomes
2022 J jnl
Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-Net.
CoRR
Joshua Fan, Di Chen, Jiaming Wen, Ying Sun, Carla P. Gomes
2021 J jnl
A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction.
CoRR
Joshua Fan, Junwen Bai, Zhiyun Li, Ariel Ortiz-Bobea, Carla P. Gomes
2018 J jnl
Scalable preprocessing for sparse scRNA-seq data exploiting prior knowledge.
Bioinform.
Sumit Mukherjee, Yue Zhang, Joshua Fan, Georg Seelig, Sreeram Kannan