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Dunyao Xue

2 accepted papers

2026

An Efficient SE(p)-Invariant Transport Metric Driven by Polar Transport Discrepancy-based Representation

ICLR 2026poster

We introduce SEINT, a novel Special Euclidean group-Invariant (SE(\emph{p})) metric for comparing probability distributions on $p$-dimensional measured Banach spaces. Existing SE(\emph{p})-invariant alignment methods often face high computational costs or lack metric guarantees. To overcome these li…

Cited by 0SourceScholar
2026

Breaking the Echo Chamber: A Dynamic Ensemble Pruning Perspective on MoE

ICML 2026poster

We introduce Mahalanobis-Pruned Mixture-of-Experts (MP-MoE), a novel routing framework that approaches expert selection from the perspective of ensemble pruning. Existing Mixture-of-Experts (MoE) routing strategies often suffer from representation collapse due to greedy top-k selection mechanisms or…

Cited by 0SourceScholar