9.8k citations
- University of MinnesotaUS458 papers
- California Institute of TechnologyUS301 papers
- Fermi National Accelerator LaboratoryUS270 papers
- Massachusetts Institute of TechnologyUS269 papers
- University of FloridaUS266 papers
- University of Maryland, College ParkUS262 papers
- University of WarsawPL260 papers
- Tata Institute of Fundamental ResearchIN253 papers
- Seoul National UniversityKR250 papers
- Cornell UniversityUS249 papers
- University of PerugiaIT248 papers
- Carnegie Mellon UniversityUS244 papers
Showing 2025 · cs.LGShow all
3 papers · 2 filters
cs.LG2025
DR-CircuitGNN: Training Acceleration of Heterogeneous Circuit Graph Neural Network on GPUs
Yuebo Luo, Shiyang Li, Junran Tao +6
The increasing scale and complexity of integrated circuit design have led to increased challenges in Electronic Design Automation (EDA). Graph Neural Networks (GNNs) have emerged a…
cs.LG2025
Conditional Generative Modeling for Enhanced Credit Risk Management in Supply Chain Finance
Qingkai Zhang, L. Jeff Hong, Houmin Yan
The rapid expansion of cross-border e-commerce (CBEC) has created significant opportunities for small- and medium-sized sellers, yet financing remains a critical challenge due to t…
cs.LG2025
Model Privacy: A Unified Framework for Understanding Model Stealing Attacks and Defenses
Ganghua Wang, Yuhong Yang, Jie Ding
The use of machine learning (ML) has become increasingly prevalent in various domains, highlighting the importance of understanding and ensuring its safety. One pressing concern is…