Govind Waghmare

According to our database, Govind Waghmare authored at least 7 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• 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

Flow Matters: Directional and Expressive GNNs for Heterophilic Graphs.

Arman Gupta, Govind Waghmare, Gaurav Oberoi, Nitish Srivastava

CoRR, September, 2025

Efficient Graph Understanding with LLMs via Structured Context Injection.

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

CoRR, September, 2025

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

2023

Learning Temporal Representations of Bipartite Financial Graphs.

Pritam Kumar Nath, Govind Waghmare, Nikhil Tumbde, Nitish Kumar, Siddhartha Asthana

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

2022

Modeling Inter-Dependence Between Time and Mark in Multivariate Temporal Point Processes.

Govind Waghmare, Ankur Debnath, Siddhartha Asthana, Aakarsh Malhotra

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Adversarial Generation of Temporal Data: A Critique on Fidelity of Synthetic Data.

Ankur Debnath, Nitish Gupta, Govind Waghmare, Hardik Wadhwa, Siddhartha Asthana, Ankur Arora

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021