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Beyond the Golden Teacher: Enhancing Graph Learning through LLM-GNN Co-teaching
LLM-GNN Co-Teaching replaces golden-teacher design with bidirectional pseudo-label exchange and trajectory-based preference optimization, boosting few-shot graph accuracy by up to 7.86%.
Paris Poster Session 3, Thu, Dec 10, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026
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AI panel: 18 of 20 reviewers recommend it
lenient 5/5
medium 10/10
strict 3/5