Improved Domain Generalization for Cell Detection in Histopathology Images via Test-Time Stain Augmentation. - Chundan Xu; Ziqi Wen; Zhiwen Liu; Chuyang Ye (MICCAI (2), 2022)

Model-Aware Contrastive Learning: Towards Escaping the Dilemmas. - Zizheng Huang; Haoxing Chen; Ziqi Wen; Chao Zhang 078; Huaxiong Li; Bo Wang 027; Chunlin Chen (ICML, 2023)

Source-Free Domain Adaptation for Medical Image Segmentation via Selectively Updated Mean Teacher. - Ziqi Wen; Xinru Zhang; Chuyang Ye (IPMI, 2023)

A Robust Mean Teacher Framework for Semi-Supervised Cell Detection in Histopathology Images. - Ziqi Wen; Chuyang Ye (MIDL, 2023)

Context Matters: Cross-Domain Cell Detection in Histopathology Images via Contextual Regularization. - Ziqi Wen; Qingzhong Wang; Jiang Bian 003; Xuhong Li 002; Yi Liu 040; Haoyi Xiong (MIUA, 2023)

Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity. - Tianqin Li; Ziqi Wen; Yangfan Li; Tai Sing Lee (NeurIPS, 2023)

Does resistance to Style-Transfer equal Shape Bias? Evaluating Shape Bias by Distorted Shape. - Ziqi Wen; Tianqin Li; Tai Sing Lee (CoRR, 2023)

Predicting Reaction Time to Comprehend Scenes with Foveated Scene Understanding Maps. - Ziqi Wen; Jonathan Skaza; Shravan Murlidaran; William Y. Wang; Miguel P. Eckstein (CoRR, 2025)

From Local Cues to Global Percepts: Emergent Gestalt Organization in Self-Supervised Vision Models. - Tianqin Li; Ziqi Wen; Leiran Song; Jun Liu; Zhi Jing 003; Tai Sing Lee (CoRR, 2025)