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cs.LG2025
TabTreeFormer: Tabular Data Generation Using Hybrid Tree-Transformer
Jiayu Li, Bingyin Zhao, Zilong Zhao +3
Transformers have shown impressive results in tabular data generation. However, they lack domain-specific inductive biases which are critical for preserving the intrinsic character…
cs.LG2020★ 1 cited
Towards Class-Oriented Poisoning Attacks Against Neural Networks
Bingyin Zhao, Yingjie Lao
Poisoning attacks on machine learning systems compromise the model performance by deliberately injecting malicious samples in the training dataset to influence the training process…