COMT: Co-Training Mean Teachers Semi-Supervised Training Framework for Cervical Segmentation. - Yu Chen 099; Bo Deng; Zilun Peng; Yongle Zhou; Pan Sun; Jin Wan; Jieyun Bai (ISBI, 2025)

Activations as Features: Probing LLMs for Generalizable Essay Scoring Representations. - Jinwei Chi; Ke Wang; Yu Chen 099; Xuanye Lin; Qiang Xu (AAAI, 2026)

IUGC: A benchmark of landmark detection in end-to-end intrapartum ultrasound biometry. - Jieyun Bai; Yitong Tang; Xiao Liu 037; Jiale Hu; Yunda Li; Xufan Chen; Yufeng Wang; Chen Ma; Yunshu Li; Bowen Guo; Jing Jiao; Yi Huang; et al. (Medical Image Anal., 2026)

FUGC: Benchmarking Semi-Supervised Learning Methods for Cervical Segmentation. - Jieyun Bai; Yitong Tang; Zihao Zhou; Mahdi Islam; Musarrat Tabassum; Enrique Almar-Munoz; Hongyu Liu; Hui Meng; Nianjiang Lv; Bo Deng; Yu Chen 099; Zilun Peng; et al. (CoRR, 2026)