Subbareddy Batreddy

According to our database, Subbareddy Batreddy authored at least 11 papers between 2019 and 2025.

Collaborative distances:

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

2025

Inpainting-Driven Graph Learning via Explainable Neural Networks.

Subbareddy Batreddy, Pushkal Mishra, Kakarla Yaswanth, Aditya Siripuram

IEEE Signal Process. Lett., 2025

Learning bipartite graphs from spectral templates.

Subbareddy Batreddy, Aditya Siripuram, Jingxin Zhang

Signal Process., 2025

Robust Graph Classification with Instance Independent Noisy Labels: An EM Approach using Kolmogorov-Arnold Networks.

Arif Khan Pathan, Raghavendra Kulkarni, Subbareddy Batreddy, Giridhar Pamisetty, Priya Verma, Ch. Sobhan Babu

Proceedings of the International Joint Conference on Neural Networks, 2025

HiCARE-EHR: Hierarchical Conditional AutoRegressive Events for High-Fidelity EHRs.

Giridhar Pamisetty, Subbareddy Batreddy, Priya Verma, Ch. Sobhan Babu

Proceedings of the IEEE International Conference on Big Data, 2025

UniFi-LLM: A Unified Large Language Model for Financial Data Generation and Fraud Prediction.

Giridhar Pamisetty, Subbareddy Batreddy, Priya Verma, Ch. Sobhan Babu

Proceedings of the IEEE International Conference on Big Data, 2025

EHR Can-Flow: Contrastively Aligned Normalizing Flows for Conditional EHR Generation.

Subbareddy Batreddy, Giridhar Pamisetty, Priya Verma, Ch. Sobhan Babu

Proceedings of the IEEE International Conference on Big Data, 2025

2024

Joint Data Inpainting and Graph Learning via Unrolled Neural Networks.

Subbareddy Batreddy, Pushkal Mishra, Kakarla Yaswanth, Aditya Siripuram

CoRR, 2024

EHRGPT: Leveraging language models for generating synthetic health records.

Giridhar Pamisetty, Subbareddy Batreddy, Priya Verma, Ch. Sobhan Babu

Proceedings of the IEEE International Conference on Big Data, 2024

Adaptive Neighborhood Sampling and KAN-Based Edge Features for Enhanced Fraud Detection.

Subbareddy Batreddy, Giridhar Pamisetty, Manish Kothuri, Priya Verma, Ch. Sobhan Babu

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Robust graph learning for classification.

Subbareddy Batreddy, Aditya Siripuram, Jingxin Zhang

Signal Process., October, 2023

2019

On Using Graph Signal Processing for Electrical Load Disaggregation.

Subbareddy Batreddy, Kriti Kumar, M. Girish Chandra

Proceedings of the 26th International Conference on High Performance Computing, 2019