Zihan Wang

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20212023

most citedM^4I: Multi-modal Models Membership Inference

3 citations · 4 across the 4 of their papers we have counts for

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cs.LG2023★ 1 cited

Implicit bias of SGD in $L_{2}$ -regularized linear DNNs: One-way jumps from high to low rank

Zihan Wang, Arthur Jacot

The $L_{2}$ -regularized loss of Deep Linear Networks (DLNs) with more than one hidden layers has multiple local minima, corresponding to matrices with different ranks. In tasks suc…

cs.LG2022★ 3 cited

M^4I: Multi-modal Models Membership Inference

Pingyi Hu, Zihan Wang, Ruoxi Sun +2

With the development of machine learning techniques, the attention of research has been moved from single-modal learning to multi-modal learning, as real-world data exist in the fo…

cs.LG2022

Rethinking the Setting of Semi-supervised Learning on Graphs

Ziang Li, Ming Ding, Weikai Li +4

We argue that the present setting of semisupervised learning on graphs may result in unfair comparisons, due to its potential risk of over-tuning hyper-parameters for models. In th…

Implicit bias of SGD in L2​-regularized linear DNNs: One-way jumps from high to low rank

M^4I: Multi-modal Models Membership Inference

Rethinking the Setting of Semi-supervised Learning on Graphs

Implicit bias of SGD in $L_{2}$ -regularized linear DNNs: One-way jumps from high to low rank