| 2025 | ICDM | Advancing Climate Model Interpretability: Feature Attribution for Arctic Melt Anomalies. | Tolulope Ale, Nicole-Jeanne Schlegel, Vandana P. Janeja |
| 2025 | ICDM | Predicting Antarctic Sea Ice with Scalable Deep Learning Models. | Sai Vikas Amaraneni, Maloy Kumar Devnath, Shalini Srinivasa, Chhaya Kulkarni, Sudip Chakraborty, Vandana P. Janeja |
| 2025 | ICDM | Reliable Audio Deepfake Detection in Variable Conditions via Quantum-Kernel SVMs. | Lisan Al Amin, Vandana P. Janeja |
| 2025 | ICDM | XCheck: A Consistency-Based Validation Framework for Englacial Layers Annotations. | Muhammad Behroze Hassan, Bayu Adhi Tama, Sanjay Purushotham, Vandana P. Janeja |
| 2025 | ICDM | Community Member and Scientific Queries for Climate Resilience: An Assessment of the LLM Landscape. | Rhoda Nankabirwa, Vandana P. Janeja |
| 2025 | SAC | MorphoLayerTrace (MLT): A Modified Automated Radio-Echo Sounding Englacial Layer-tracing Algorithm for Englacial Layer Annotation in Ice Penetrating Radar Data. | Bayu Adhi Tama, Sanjay Purushotham, Vandana P. Janeja |
| 2025 | SIGCSE | Engaging K-12 Learners in Data Annotation for AI Climate Models. | Michael MacFerrin, Edward Boyda, Kimberly Young, Josephine M. Namayanja, Aneesh Subramanian, Mohamed F. Mokbel, Lujie Karen Chen, Vandana P. Janeja |
| 2025 | SDM | Blue Sky: Expert-in-the-Loop Representation Learning Framework for Audio Anti-Spoofing: Multimodal, Multilingual, Multi-speaker, Multi-attack (4M) Scenarios. | Zahra Khanjani, Vandana P. Janeja, Christine Mallinson, Sanjay Purushotham |
| 2024 | ICMLA | SEATTNET: UNET Enhanced with Squeeze-Excited Attention Gates for Ice-Calving Front Segmentation. | Rohan Putatunda, Sanjay Purushotham, Vandana P. Janeja |
| 2024 | IGARSS | Assessing Annotation Accuracy in Ice Sheets Using Quantitative Metrics. | Bayu Adhi Tama, Vandana P. Janeja, Sanjay Purushotham |
| 2024 | IGARSS | Harnessing Feature Clustering For Enhanced Anomaly Detection With Variational Autoencoder And Dynamic Threshold. | Tolulope Ale, Vandana P. Janeja, Nicole-Jeanne Schlegel |
| 2024 | SIGCSE | Adopting Foundational Data Science Curriculum with Diverse Institutional Contexts. | Vandana P. Janeja, Maria Sanchez, Yi Xuan Khoo, Claudia von Vacano, Lujie Karen Chen |
| 2023 | IGARSS | Metrics for the Quality and Consistency of Ice Layer Annotations. | Naomi Tack, Bayu Adhi Tama, Atefeh Jebeli, Vandana P. Janeja, Don Engel, Rebecca M. Williams |
| 2023 | IGARSS | TSSA: Two-Step Semi-Supervised Annotation for Radargrams on the Greenland Ice Sheet. | Atefeh Jebeli, Bayu Adhi Tama, Vandana P. Janeja, Nicholas Holschuh, Claire Jensen, Mathieu Morlighem, Joseph A. MacGregor, Mark A. Fahnestock |
| 2023 | IGARSS | Multi-Contextual Learning : Analyzing Melt Over the Greenland Ice Sheet. | Chhaya Kulkarni, Vandana P. Janeja, Nicole-Jeanne Schlegel |
| 2023 | ISI | Learning to Listen and Listening to Learn: Spoofed Audio Detection Through Linguistic Data Augmentation. | Zahra Khanjani, Lavon Davis, Anna Tuz, Kifekachukwu Nwosu, Christine Mallinson, Vandana P. Janeja |
| 2022 | IGARSS | Benchmarking Probabilistic Machine Learning Models for Arctic Sea Ice Forecasting. | Sahara Ali, Seraj Al Mahmud Mostafa, Xingyan Li, Sara Khanjani, Jianwu Wang, James R. Foulds, Vandana P. Janeja |
| 2019 | HiPC | Measuring Peer Mentoring Effectiveness in Computing Courses: A Case Study in Data Analytics for Cybersecurity. | Abu Zaher Md Faridee, Vandana P. Janeja |
| 2019 | SmartComp | Anomaly Detection: Under the [data] Hood in Smart Cars. | Faisal Quader, Vandana P. Janeja |
| 2018 | SIGCSE | Enhancing Interest in Cybersecurity Careers: A Peer Mentoring Perspective. | Vandana P. Janeja, Abu Zaher Md Faridee, Aryya Gangopadhyay, Carolyn B. Seaman, Amy Everhart |
| 2017 | DASFAA | PhenomenaAssociater: Linking Multi-domain Spatio-Temporal Datasets. | Prathamesh Walkikar, Vandana P. Janeja |
| 2017 | SAC | MILES: multiclass imbalanced learning in ensembles through selective sampling. | Ali Azari, Vandana P. Janeja, Scott Levin |
| 2016 | ISI | Cybersecurity workforce development: A peer mentoring approach. | Vandana P. Janeja, Carolyn B. Seaman, Kerrie Kephart, Aryya Gangopadhyay, Amy Everhart |
| 2015 | AMIA | Clinico-genomic Decision Support System for Precision Diagnostics and Management. | Anuja Kench, Vandana P. Janeja, Amanda Niskar, Yelena Yesha, Naphtali Rishe |