Sonia Gupta

According to our database, Sonia Gupta authored at least 16 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

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

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Efficient Graph Understanding with LLMs via Structured Context Injection.

Govind Waghmare, Sumedh B. G, Sonia Gupta, Srikanta Bedathur

CoRR, September, 2025

Can curriculum learning overcome structural disparity in MP-GNNs?

Ushmita Pareek, Raunak Pandey, Krisha Shah, B. Srinath Achary, Sonia Gupta, Siddhartha Asthana

Proceedings of the 13th ACM IKDD International Conference on Data Science, 2025

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

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

Correlating spirometry findings with auscultation sounds for diagnosis of respiratory diseases.

Sonia Gupta, Monika Agrawal, Desh Deepak

Biomed. Signal Process. Control., January, 2024

A Scalable Approach to Covariate and Concept Drift Management via Adaptive Data Segmentation.

Vennela Yarabolu, Govind Waghmare, Sonia Gupta, Siddhartha Asthana

Proceedings of the 8th International Conference on Data Science and Management of Data (12th ACM IKDD CODS and 30th COMAD), 2024

SGD-MLP: Structure Generation and Distillation using a graph free MLP.

Sanjay Kumar Patnala, Sumedh B. G, Akshay Sethi, Sonia Gupta, Siddhartha Asthana

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

HeteroFormer: A Structure Aware Heterogeneous Graph Transformer.

Himil Vasava, Himank Sehgal, Sonia Gupta, Siddhartha Asthana

Proceedings of the Big Data Analytics in Astronomy, Science, and Engineering, 2024

2023

Learning Representations for Bipartite Graphs Using Multi-task Self-supervised Learning.

Akshay Sethi, Sonia Gupta, Aakarsh Malhotra, Siddhartha Asthana

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Auto-TabTransformer: Hierarchical Transformers for Self and Semi Supervised Learning in Tabular Data.

Akshay Sethi, Sonia Gupta, Ayush Agarwal, Nancy Agrawal, Siddhartha Asthana

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Classification of Auscultation Sounds into Objective Spirometry Findings using MVMD and 3D CNN.

Sonia Gupta, Monika Agrawal, Desh Deepak

Proceedings of the 27th National Conference on Communications, 2022

2021

Gammatonegram based triple classification of lung sounds using deep convolutional neural network with transfer learning.

Sonia Gupta, Monika Agrawal, Desh Deepak

Biomed. Signal Process. Control., 2021

2019

Extraction of Adventitious Sounds from Noisy Lung Sound using VMD-KLD and VMD-JSD.

Sonia Gupta, Monika Agrawal, Desh Deepak

Proceedings of the TENCON 2019, 2019

2017

Performance Optimization of OpenFOAM* on Clusters of Intel® Xeon Phi (TM) Processors.

Ravi Ojha, Prasad Pawar, Sonia Gupta, Michael Klemm, Manoj Nambiar

Proceedings of the 24th IEEE International Conference on High Performance Computing Workshops, 2017

2013

A Bio-Chaotic Block Cryptosystem for Privacy Protection of Multimedia Data.

Musheer Ahmad, Sonia Gupta, Amar Kumar Mohapatra

Proceedings of the International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2013, 2013

2011

Fuzzy Logic Based Routing Algorithm for Mobile Ad Hoc Networks.

Sonia Gupta, P. K. Bharti, Vishal Choudhary

Proceedings of the High Performance Architecture and Grid Computing, 2011