| 2023 | ISM | Deep Layers Beware: Unraveling the Surprising Benefits of JPEG Compression for Image Classification Pre-processing. | Guruprasad Nayak, Gerald Friedland |
| 2020 | SDM | Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data. | Guruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Varun Mithal, Vipin Kumar |
| 2019 | SDM | Spatial Context-Aware Networks for Mining Temporal Discriminative Period in Land Cover Detection. | Xiaowei Jia, Sheng Li, Ankush Khandelwal, Guruprasad Nayak, Anuj Karpatne, Vipin Kumar |
| 2019 | SDM | Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation: An Application in Land Cover Detection. | Xiaowei Jia, Guruprasad Nayak, Ankush Khandelwal, Anuj Karpatne, Vipin Kumar |
| 2018 | SIGIR | Automated Knowledge Hierarchy Assessment. | Guruprasad Nayak, Sourav Dutta, Deepak Ajwani, Patrick K. Nicholson, Alessandra Sala |
| 2018 | SDM | Classifying Multivariate Time Series by Learning Sequence-level Discriminative Patterns. | Guruprasad Nayak, Varun Mithal, Xiaowei Jia, Vipin Kumar |
| 2017 | KDD | Incremental Dual-memory LSTM in Land Cover Prediction. | Xiaowei Jia, Ankush Khandelwal, Guruprasad Nayak, James Gerber, Kimberly Carlson, Paul C. West, Vipin Kumar |
| 2017 | SDM | Predict Land Covers with Transition Modeling and Incremental Learning. | Xiaowei Jia, Ankush Khandelwal, Guruprasad Nayak, James Gerber, Kimberly Carlson, Paul C. West, Vipin Kumar |