Ziyan Yang

Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks

Jinghui Chen, Yuan Cao, Quanquan Gu, 2020, IJCAI.

Training Deep Neural Networks with Partially Adaptive Momentum

Jinghui Chen, Yuan Cao, Quanquan Gu, 2019 .

Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations

Kushal Kafle, Franck Dernoncourt, Ziyan Yang, 2022, ArXiv.

Backpropagation-Based Decoding for Multimodal Machine Translation

Vicente Ordonez, Franck Dernoncourt, Ziyan Yang, 2022, Frontiers in Artificial Intelligence.

SCoRD: Subject-Conditional Relation Detection with Text-Augmented Data

Vicente Ordonez, Kushal Kafle, Ziyan Yang, 2023, ArXiv.

Improved Visual Grounding through Self-Consistent Explanations

Ziyan Yang, Paola Cascante-Bonilla, Ruozhen He, 2023, 2312.04554.

Molecular Mechanism and Inhibitors of Clathrin-Mediated Endocytosis

Ziyan Yang, Zhangping He, Lu Han, 2023 .

Improving Visual Grounding by Encouraging Consistent Gradient-Based Explanations

Kushal Kafle, Franck Dernoncourt, Ziyan Yang, 2022, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).