A Transfer Framework for Enhancing Temporal Graph Learning in Data-Scarce Settings

no code implementations • 2 Mar 2025 • Sidharth Agarwal, Tanishq Dubey, Shubham Gupta, Srikanta Bedathur

Dynamic interactions between entities are prevalent in domains like social platforms, financial systems, healthcare, and e-commerce.

Graph Learning Recommendation Systems +1

PublicCheck: Public Integrity Verification for Services of Run-time Deep Models

no code implementations • 21 Mar 2022 • Shuo Wang, Sharif Abuadbba, Sidharth Agarwal, Kristen Moore, Ruoxi Sun, Minhui Xue, Surya Nepal, Seyit Camtepe, Salil Kanhere

Existing integrity verification approaches for deep models are designed for private verification (i. e., assuming the service provider is honest, with white-box access to model parameters).

Model Compression