Qizhe Zhang

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20212026

most citedBeyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs

3 citations · 8 across the 16 of their papers we have counts for

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cs.LG2024

Proactive Gradient Conflict Mitigation in Multi-Task Learning: A Sparse Training Perspective

Zhi Zhang, Jiayi Shen, Congfeng Cao +5

Advancing towards generalist agents necessitates the concurrent processing of multiple tasks using a unified model, thereby underscoring the growing significance of simultaneous mo…

cs.LG2021

Boosting Certified $ℓ_{\infty}$ Robustness with EMA Method and Ensemble Model

Binghui Li, Shiji Xin, Qizhe Zhang

The neural network with $1$ -Lipschitz property based on $ℓ_{\infty}$ -dist neuron has a theoretical guarantee in certified $ℓ_{\infty}$ robustness. However, due to the inherent di…

Proactive Gradient Conflict Mitigation in Multi-Task Learning: A Sparse Training Perspective

Boosting Certified ℓ∞​ Robustness with EMA Method and Ensemble Model

Boosting Certified $ℓ_{\infty}$ Robustness with EMA Method and Ensemble Model