GLASS: Graph-Language Alignment with Spherical Scoring for Transferable Graph-Level Anomaly Detection

arXiv:2609.05253 · cs.LG · Submitted 2026-09-04 · Read on arXiv

cs.LG

Submitted: 2026-09-04

Updated: 2026-09-04

Comments: Preprint. This work and project were done in Apr. 2026. This work was included in Xudong Wang's Ph.D. thesis (Defense Passed on 13 Apr. 2026), "Principled and Effective Graph Representation Learning with Application to Anomaly Detection," deposited with The Chinese University of Hong Kong, Shenzhen Library

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Alignment — 2× in this paper · explained in 1 episode
• Adaptation — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Calibration — 1× in this paper · explained in 7 episodes
• Consistency — 1× in this paper · explained in 3 episodes
• Transferability — 1× in this paper · explained in 4 episodes

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