Sonia Gupta

18 papers A* 1A 1B 1C 1Journal 5Unranked 9
YearRankTypeTitle / Venue / Authors
2026 A* conf
Kernelized Edge Attention: Addressing Semantic Attention Blurring in Temporal Graph Neural Networks.
AAAI
Govind Waghmare, Srini Rohan Gujulla Leel, Nikhil Tumbde, Sumedh B. G, Sonia Gupta, Srikanta Bedathur
2026 J jnl
Kernelized Edge Attention: Addressing Semantic Attention Blurring in Temporal Graph Neural Networks.
CoRR
Govind Waghmare, Srini Rohan Gujulla Leel, Nikhil Tumbde, Sumedh B. G, Sonia Gupta, Srikanta Bedathur
2025 — conf
Can curriculum learning overcome structural disparity in MP-GNNs?
CODS
Ushmita Pareek, Raunak Pandey, Krisha Shah, B. Srinath Achary, Sonia Gupta, Siddhartha Asthana
2025 J jnl
Efficient Graph Understanding with LLMs via Structured Context Injection.
CoRR
Govind Waghmare, Sumedh B. G, Sonia Gupta, Srikanta Bedathur
2025 A conf
Towards Equitable Coreset Selection: Addressing Challenges Under Class Imbalance.
CIKM
Liyana Sahir Kallooriyakath, Anugu Namratha Reddy, B. Srinath Achary, Ashutosh Sharma, Krisha Shah, Sonia Gupta, Siddhartha Asthana
2024 — conf
A Scalable Approach to Covariate and Concept Drift Management via Adaptive Data Segmentation.
COMAD/CODS (December)
Vennela Yarabolu, Govind Waghmare, Sonia Gupta, Siddhartha Asthana
2024 J jnl
A Scalable Approach to Covariate and Concept Drift Management via Adaptive Data Segmentation.
CoRR
Vennela Yarabolu, Govind Waghmare, Sonia Gupta, Siddhartha Asthana
2024 J jnl
Correlating spirometry findings with auscultation sounds for diagnosis of respiratory diseases.
Biomed. Signal Process. Control.
Sonia Gupta, Monika Agrawal, Desh Deepak
2024 — conf
HeteroFormer: A Structure Aware Heterogeneous Graph Transformer.
BDA (Astronomy, Science, and Engineering)
Himil Vasava, Himank Sehgal, Sonia Gupta, Siddhartha Asthana
2024 — conf
SGD-MLP: Structure Generation and Distillation using a graph free MLP.
COMAD/CODS
Sanjay Kumar Patnala, Sumedh B. G, Akshay Sethi, Sonia Gupta, Siddhartha Asthana
2023 B conf
Auto-TabTransformer: Hierarchical Transformers for Self and Semi Supervised Learning in Tabular Data.
IJCNN
Akshay Sethi, Sonia Gupta, Ayush Agarwal, Nancy Agrawal, Siddhartha Asthana
2023 — conf
Learning Representations for Bipartite Graphs Using Multi-task Self-supervised Learning.
ECML/PKDD (3)
Akshay Sethi, Sonia Gupta, Aakarsh Malhotra, Siddhartha Asthana
2022 — conf
Classification of Auscultation Sounds into Objective Spirometry Findings using MVMD and 3D CNN.
NCC
Sonia Gupta, Monika Agrawal, Desh Deepak
2021 J jnl
Gammatonegram based triple classification of lung sounds using deep convolutional neural network with transfer learning.
Biomed. Signal Process. Control.
Sonia Gupta, Monika Agrawal, Desh Deepak
2019 C conf
Extraction of Adventitious Sounds from Noisy Lung Sound using VMD-KLD and VMD-JSD.
TENCON
Sonia Gupta, Monika Agrawal, Desh Deepak
2017 — conf
Performance Optimization of OpenFOAM* on Clusters of Intel® Xeon Phi (TM) Processors.
HiPC Workshops
Ravi Ojha, Prasad Pawar, Sonia Gupta, Michael Klemm, Manoj Nambiar
2013 — conf
A Bio-Chaotic Block Cryptosystem for Privacy Protection of Multimedia Data.
FICTA
Musheer Ahmad, Sonia Gupta, Amar Kumar Mohapatra
2011 — conf
Fuzzy Logic Based Routing Algorithm for Mobile Ad Hoc Networks.
HPAGC
Sonia Gupta, P. K. Bharti, Vishal Choudhary