| 2026 | AAAI | Kernelized Edge Attention: Addressing Semantic Attention Blurring in Temporal Graph Neural Networks. | Govind Waghmare, Srini Rohan Gujulla Leel, Nikhil Tumbde, Sumedh B. G, Sonia Gupta, Srikanta Bedathur |
| 2025 | CIKM | Towards Equitable Coreset Selection: Addressing Challenges Under Class Imbalance. | Liyana Sahir Kallooriyakath, Anugu Namratha Reddy, B. Srinath Achary, Ashutosh Sharma, Krisha Shah, Sonia Gupta, Siddhartha Asthana |
| 2024 | COMAD | SGD-MLP: Structure Generation and Distillation using a graph free MLP. | Sanjay Kumar Patnala, Sumedh B. G, Akshay Sethi, Sonia Gupta, Siddhartha Asthana |
| 2024 | COMAD | A Scalable Approach to Covariate and Concept Drift Management via Adaptive Data Segmentation. | Vennela Yarabolu, Govind Waghmare, Sonia Gupta, Siddhartha Asthana |
| 2023 | IJCNN | Auto-TabTransformer: Hierarchical Transformers for Self and Semi Supervised Learning in Tabular Data. | Akshay Sethi, Sonia Gupta, Ayush Agarwal, Nancy Agrawal, Siddhartha Asthana |
| 2019 | Tencon | Extraction of Adventitious Sounds from Noisy Lung Sound using VMD-KLD and VMD-JSD. | Sonia Gupta, Monika Agrawal, Desh Deepak |
| 2017 | HiPC | Performance Optimization of OpenFOAM* on Clusters of Intel Xeon Phi (TM) Processors. | Ravi Ojha, Prasad Pawar, Sonia Gupta, Michael Klemm, Manoj Nambiar |