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cs.LG2026
Cardinality-Preserving Attention Channels for Graph Transformers in Molecular Property Prediction
Abhijit Gupta
Molecular property prediction is crucial for drug discovery when labeled data are scarce. This work presents CardinalGraphFormer, a graph transformer augmented with a query-conditi…
cs.LG2023★ 1 cited
D4Explainer: In-Distribution GNN Explanations via Discrete Denoising Diffusion
Jialin Chen, Shirley Wu, Abhijit Gupta +1
The widespread deployment of Graph Neural Networks (GNNs) sparks significant interest in their explainability, which plays a vital role in model auditing and ensuring trustworthy g…