Towards Hetero-Client Federated Multi-Task Learning. - Yuxiang Lu; Suizhi Huang; Yuwen Yang; Shalayiding Sirejiding; Yue Ding 001; Hongtao Lu 001 (CoRR, 2023)

Fedhca2: Towards Hetero-Client Federated Multi-Task Learning. - Yuxiang Lu; Suizhi Huang; Yuwen Yang; Shalayiding Sirejiding; Yue Ding 001; Hongtao Lu 001 (CVPR, 2024)

YOLO-Med : Multi-Task Interaction Network for Biomedical Images. - Suizhi Huang; Shalayiding Sirejiding; Yuxiang Lu; Yue Ding 001; Leheng Liu; Hui Zhou; Hongtao Lu 001 (ICASSP, 2024)

Task Indicating Transformer for Task-Conditional Dense Predictions. - Yuxiang Lu; Shalayiding Sirejiding; Bayram Bayramli; Suizhi Huang; Yue Ding 001; Hongtao Lu 001 (ICASSP, 2024)

UNIDEAL: Curriculum Knowledge Distillation Federated Learning. - Yuwen Yang; Chang Liu 078; Xun Cai; Suizhi Huang; Hongtao Lu 001; Yue Ding 001 (ICASSP, 2024)

BARTENDER: A simple baseline model for task-level heterogeneous federated learning. - Yuwen Yang; Yuxiang Lu; Suizhi Huang; Shalayiding Sirejiding; Chang Liu 078; Muyang Yi; Zhaozhi Xie; Yue Ding 001; Hongtao Lu 001 (ICME, 2024)

Federated Multi-Task Learning on Non-IID Data Silos: An Experimental Study. - Yuwen Yang; Yuxiang Lu; Suizhi Huang; Shalayiding Sirejiding; Hongtao Lu 001; Yue Ding 001 (ICMR, 2024)

Differentiable Gaussian Representation for Incomplete CT Reconstruction. - Shaokai Wu; Yuxiang Lu; Wei Ji; Suizhi Huang; Fengyu Yang; Shalayiding Sirejiding; Qichen He; Jing Tong; Yanbiao Ji; Yue Ding 001; Hongtao Lu 001 (CoRR, 2024)

Adaptive Task-Wise Message Passing for Multi-Task Learning: A Spatial Interaction Perspective. - Shalayiding Sirejiding; Bayram Bayramli; Yuxiang Lu; Suizhi Huang; Hongtao Lu 001; Yue Ding 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Few-shot Implicit Function Generation via Equivariance. - Suizhi Huang; Xingyi Yang; Hongtao Lu 001; Xinchao Wang (CVPR, 2025)

Towards Personalized Federated Multi-Scenario Multi-Task Recommendation. - Yue Ding 001; Yanbiao Ji; Xun Cai; Xin Xin 003; Yuxiang Lu; Suizhi Huang; Chang Liu 078; Xiaofeng Gao 001; Tsuyoshi Murata; Hongtao Lu 001 (WSDM, 2025)

BECAME: BayEsian Continual Learning with Adaptive Model MErging. - Mei Li; Yuxiang Lu; Qinyan Dai; Suizhi Huang; Yue Ding 001; Hongtao Lu 001 (CoRR, 2025)