| 2025 | CVPR | What Makes a Good Dataset for Knowledge Distillation? | Logan Frank, Jim Davis |
| 2024 | WACV | Design Choices for Enhancing Noisy Student Self-Training. | Aswathnarayan Radhakrishnan, Jim Davis, Zachary Rabin, Benjamin Lewis, Matthew Scherreik, Roman Ilin |
| 2023 | ICCV | Inducing Neural Collapse to a Fixed Hierarchy-Aware Frame for Reducing Mistake Severity. | Tong Liang, Jim Davis |
| 2022 | ECCV | Revisiting Batch Norm Initialization. | Jim Davis, Logan Frank |
| 2022 | ICPR | S-FINCH: An Optimized Streaming Adaptation to FINCH Clustering. | James Cunningham, Jim Davis, Kyle Tarplee, Juan Vasquez |
| 2022 | ISVC | Learning When to Say "I Don't Know". | Nicholas Kashani Motlagh, Jim Davis, Tim Anderson, Jeremy Gwinnup |
| 2021 | WACV | Confidence-Driven Hierarchical Classification of Cultivated Plant Stresses. | Logan Frank, Christopher Wiegman, Jim Davis, Scott A. Shearer |
| 2020 | ICPR | Hierarchical Classification with Confidence using Generalized Logits. | Jim Davis, Tong Liang, James Enouen, Roman Ilin |
| 2019 | ISVC | Hierarchical Semantic Labeling with Adaptive Confidence. | Jim Davis, Tong Liang, James Enouen, Roman Ilin |
| 2019 | ISVC | A Framework for Collecting and Classifying Objects in Satellite Imagery. | Aswathnarayan Radhakrishnan, James Cunningham, Jim Davis, Roman Ilin |
| 2016 | ICCS | A Smart Manufacturing Use Case: Furnace Temperature Balancing in Steam Methane Reforming Process via Kepler Workflows. | Prakashan Korambath, Jianwu Wang, Ankur Kumar, Jim Davis, Robert B. Graybill, Brian Schott, Michael Baldea |
| 2014 | ICCS | Deploying Kepler Workflows as Services on a Cloud Infrastructure for Smart Manufacturing. | Prakashan Korambath, Jianwu Wang, Ankur Kumar, Lorin Hochstein, Brian Schott, Robert B. Graybill, Michael Baldea, Jim Davis |
| 2014 | ICCS | Workflow as a Service in the Cloud: Architecture and Scheduling Algorithms. | Jianwu Wang, Prakashan Korambath, Ilkay Altintas, Jim Davis, Daniel Crawl |
| 1997 | Group | Flexible specification of workflow compensation scopes. | Weimin Du, Jim Davis, Ming-Chien Shan |
| 1993 | WETICE | AgentX: an environment for coordinating distributed problem solving in product development. | Jim Davis, Srikanth Kannapan |