Addressing Sparse Annotation: a Novel Semantic Energy Loss for Tumor Cell Detection from Histopathologic Images. - Zhengyang Xu; Xianglong Du; Yuxin Kang; Hong Lv; Ming Li; Wentao Yang; Lei Cui 004; Hansheng Li; Yaqiong Xing; Jun Feng 003; Lin Yang 002 (BIBM, 2023)

Hard example mining in Multi-Instance Learning for Whole-Slide Image Classification. - Xianglong Du; JiaQi Guo; Zehang Xing; Miao Liu; Zhengyang Xu; Chenglin Ruan; Yuting Wen; Yi Wang; Lei Cui 004; Hansheng Li (EMBC, 2024)

Towards Stealthy and Effective Backdoor Attacks on Lane Detection: A Naturalistic Data Poisoning Approach. - Yifan Liao; Yuxin Cao; Yedi Zhang; Wentao He; Yan Xiao; Xianglong Du; Zhiyong Huang; Jin Song Dong (CoRR, 2025)