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Ronghui Zhang

2 accepted papers

2026

Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling

AAAI 2026technical

Understanding how chemical perturbations propagate through biological systems is essential for robust molecular property prediction. While most existing methods focus on chemical structures alone, recent advances highlight the crucial role of cellular responses such as morphology and gene expression

Cited by 0SourcePDFScholar
2022

BA-Net: Bridge Attention for Deep Convolutional Neural Networks

ECCV 2022poster

"In attention mechanism research, most existing methods are hard to utilize well the information of the neural network with high computing efficiency due to heavy feature compression in the attention layer. This paper proposes a simple and general approach named Bridge Attention to address this issu…