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Over-squashing as Transport Congestion: A Sandpile Dynamics Perspective
KDD 2026 (CCF-A)
When Task Performance Deceives: Task-Geometry Decoupling in Learnable-Curvature Hyperbolic GNNs
Neural Networks (CCF-B)
Majorization Guided Test-Time Adaptation for Vision-Language Models under Modality-Specific Shift
ACM MM 2026 (CCF-A)