Long Duy Nguyen

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Eval Frameworks & Benchmarks (1)Interpretability & Mechanistic Interp (1)Natural Language Processing (1)

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Hiển Minh Phùng (1)Viet Trong Nguyen (1)Anh Thai Nguyen (1)

Papers (1)

Oct 6, 2026

Long Duy Nguyen +31w ago

Valid for Free: Homophily-Gated Conformal Prediction for Training-Free Node Classification with Tabular Foundation Models

Training-free TFMs can outperform trained GCNs in calibration for node classification, and a novel homophily-gated approach significantly shrinks prediction sets without sacrificing validity.

Long Duy Nguyen, Hiển Minh Phùng, Viet Trong Nguyen +1

Eval Frameworks & Benchmarks Interpretability & Mechanistic Interp Natural Language Processing

Long Duy Nguyen

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Long Duy Nguyen

Publication activitypapers/week, last 8 weeks

Research focus

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Papers (1)