2019nCoVAS: Developing the Web Service for Epidemic Transmission Prediction, Genome Analysis, and Psychological Stress Assessment for 2019-nCoV. - Ming Xiao; Guangdi Liu; Jianghang Xie; Zichun Dai; Zihao Wei; Ziyao Ren; Jun Yu 004; Le Zhang 004 (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

Data Source Selection in Federated Learning: A Submodular Optimization Approach. - Ruisheng Zhang; Yansheng Wang; Zimu Zhou; Ziyao Ren; Yongxin Tong; Ke Xu 001 (DASFAA (2), 2022)

Fed-LTD: Towards Cross-Platform Ride Hailing via Federated Learning to Dispatch. - Yansheng Wang; Yongxin Tong; Zimu Zhou; Ziyao Ren; Yi Xu 013; Guobin Wu 001; Weifeng Lv (KDD, 2022)

SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning. - Ziyao Ren; Yan Kang 001; Lixin Fan; Linghua Yang; Tao Fan 002; Yongxin Tong; Qiang Yang 001 (CoRR, 2023)

Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning. - Yan Kang 001; Ziyao Ren; Lixin Fan; Linghua Yang; Yongxin Tong; Qiang Yang 001 (CoRR, 2024)