2 citations · 6 across the 8 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
cs.LG2023★ 2 cited
Advancing Drug Discovery with Enhanced Chemical Understanding via Asymmetric Contrastive Multimodal Learning
Yifei Wang, Yunrui Li, Lin Liu +2
The versatility of multimodal deep learning holds tremendous promise for advancing scientific research and practical applications. As this field continues to evolve, the collective…
cond-mat.soft2023★ 1 cited
A Machine Learning Approach to Robustly Determine Director Fields and Analyze Defects in Active Nematics
Yunrui Li, Zahra Zarei, Phu N. Tran +5
Active nematics are dense systems of rodlike particles that consume energy to drive motion at the level of the individual particles. They exist in natural systems like biological t…
cs.LG2023
Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation
Yifei Wang, Zhengyang Zhou, Liqin Wang +4
When using machine learning to aid decision-making, it is critical to ensure that an algorithmic decision is fair and does not discriminate against specific individuals/groups, par…