3 citations · 4 across the 4 of their papers we have counts for
4 papers
GEAR: Generative Expansion and Real Anchoring for Two-Stage Distillation of Tabular Foundation Models
Qi Qin, Jiajie Zhu, Dali Chen +6
Tabular foundation models (TFMs) achieve strong performance through in-context learning, but context-dependent inference imposes substantial latency and memory costs, hindering lar…
Variational Disentangled Graph Auto-Encoders for Link Prediction
Jun Fu, Xiaojuan Zhang, Shuang Li +1
With the explosion of graph-structured data, link prediction has emerged as an increasingly important task. Embedding methods for link prediction utilize neural networks to generat…
A Segmentation-Oriented Inter-Class Transfer Method: Application to Retinal Vessel Segmentation
Chengzhi Shi, Jihong Liu, Dali Chen
Retinal vessel segmentation, as a principal nonintrusive diagnose method for ophthalmology diseases or diabetics, suffers from data scarcity due to requiring pixel-wise labels. In…
Fractional Calculus In Image Processing: A Review
Qi Yang, Dali Chen, Tiebiao Zhao +1
Over the last decade, it has been demonstrated that many systems in science and engineering can be modeled more accurately by fractional-order than integer-order derivatives, and m…