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cs.LG2025
Riemannian Consistency Model
Chaoran Cheng, Yusong Wang, Yuxin Chen +3
Consistency models are a class of generative models that enable few-step generation for diffusion and flow matching models. While consistency models have achieved promising results…
cs.LG2025
MCGM: Multi-stage Clustered Global Modeling for Long-range Interactions in Molecules
Haodong Pan, Yusong Wang, Nanning Zheng +1
Geometric graph neural networks (GNNs) excel at capturing molecular geometry, yet their locality-biased message passing hampers the modeling of long-range interactions. Current sol…