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20212025
most citedGAD-NR: Graph Anomaly Detection via Neighborhood Reconstruction

96 citations · 96 across the 6 of their papers we have counts for

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cs.CL2025

Transformers Can Learn Connectivity in Some Graphs but Not Others

Amit Roy, Abulhair Saparov

Reasoning capability is essential to ensure the factual correctness of the responses of transformer-based Large Language Models (LLMs), and robust reasoning about transitive relati…

cs.LG2025

LLM-driven Knowledge Distillation for Dynamic Text-Attributed Graphs

Amit Roy, Ning Yan, Masood Mortazavi

Dynamic Text-Attributed Graphs (DyTAGs) have numerous real-world applications, e.g. social, collaboration, citation, communication, and review networks. In these networks, nodes an…