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Poster
Wed 16:30 DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment
Gongpei Zhao · Tao Wang · Congyan Lang · Yi Jin · Yidong Li · Haibin Ling
Poster
Wed 11:00 GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules
Burouj Armgaan · Manthan Dalmia · Sourav Medya · Sayan Ranu
Poster
Wed 16:30 Integrating GNN and Neural ODEs for Estimating Non-Reciprocal Two-Body Interactions in Mixed-Species Collective Motion
Masahito Uwamichi · Simon Schnyder · Tetsuya J. Kobayashi · Satoshi Sawai
Poster
LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings
Duo Wang · Yuan Zuo · Fengzhi Li · Junjie Wu
Workshop
Improving generalisability of 3D binding affinity models in low data regimes
Julia Milena Buhmann · Ward Haddadin · Alan Bilsland · Lukáš Pravda · Hagen Triendl
Workshop
Random Propagations in GNNs
Thu Bui · Anugunj Naman · Carola-Bibiane Schönlieb · Bruno Ribeiro · Beatrice Bevilacqua · Moshe Eliasof