WAEGAN: A GANs-Based Data Augmentation Method for GPR Data. - Di Zhao; Guinan Guo; Zhi-Kang Ni; Jun Pan 005; Kun Yan; Guangyou Fang (IEEE Geosci. Remote. Sens. Lett., 2023)

Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning. - Songning Lai; Jiakang Li; Guinan Guo; Xifeng Hu; Yulong Li; Yuan Tan; Zichen Song; Yutong Liu; Zhaoxia Ren; Chun Wang; Danmin Miao; Zhi Liu 004 (IJCNN, 2024)

GLCAN: Global-Local Collaborative Auxiliary Network for Local Learning. - Feiyu Zhu; Yuming Zhang; Changpeng Cai; Guinan Guo; Jiao Li; Xiuyuan Guo; Quanwei Zhang; Peizhe Wang; Chenghao He; Junhao Su (CoRR, 2024)

Faster Multi-GPU Training with PPLL: A Pipeline Parallelism Framework Leveraging Local Learning. - Xiuyuan Guo; Chengqi Xu; Guinan Guo; Feiyu Zhu; Changpeng Cai; Peizhe Wang; Xiaoming Wei; Junhao Su; Jialin Gao (CoRR, 2024)

SPEAK: Speech-Driven Pose and Emotion-Adjustable Talking Head Generation. - Changpeng Cai; Guinan Guo; Jiao Li; Junhao Su; Fei Shen; Chenghao He; Jing Xiao; Yuanxu Chen; Lei Dai; Feiyu Zhu (ICASSP, 2025)

Enhancing domain adaptation for plant diseases detection through Masked Image Consistency in Multi-Granularity Alignment. - Guinan Guo; Songning Lai; Qingyang Wu; Yuntao Shou; Wenxu Shi (Expert Syst. Appl., 2025)

Instance-Level Multitask Learning for 3-D Building Extraction From Monocular Off-Nadir Satellite Sensor Imagery. - Wenxu Shi; Qingyan Meng; Linlin Zhang; Maofan Zhao; Chen Su; Guinan Guo; Ting Li; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2025)