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cs.LG2026
Multi-scale Graph Autoregressive Modeling: Molecular Property Prediction via Next Token Prediction
Zhuoyang Jiang, Yaosen Min, Peiran Jin +1
We present Connection-Aware Motif Sequencing (CamS), a graph-to-sequence representation that enables decoder-only Transformers to learn molecular graphs via standard next-token pre…
cs.AI2026
Panning for Gold: Expanding Domain-Specific Knowledge Graphs with General Knowledge
Runhao Zhao, Weixin Zeng, Wentao Zhang +4
Domain-specific knowledge graphs (DKGs) are critical yet often suffer from limited coverage compared to General Knowledge Graphs (GKGs). Existing tasks to enrich DKGs rely primaril…