Federated Learning for Internet of Things. - Tuo Zhang; Chaoyang He 001; Tianhao Ma; Lei Gao; Mark Ma; Salman Avestimehr (SenSys, 2021)

Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection. - Tuo Zhang; Chaoyang He 001; Tianhao Ma; Mark Ma; Salman Avestimehr (CoRR, 2021)

An Interactive Platform for a High Performance Digital Twin of a Human Heart. - Yujie Gong; Fenfen Qi; Jing-Yuan Wang; Yingzhi Liu; Tianhao Ma; Zaiheng Cheng; Yi Jiang; Rongliang Chen; Xinhong Wang; Li Luo 003; Xiao-Chuan Cai (MetaCom, 2023)

Nonlinearly preconditioned semismooth Newton algorithms for nonlinear nonsmooth systems. - Haijian Yang; Tianhao Ma; Feng-Nan Hwang; Xiao-Chuan Cai (Int. J. Comput. Math., 2024)

Forming Auxiliary High-confident Instance-level Loss to Promote Learning from Label Proportions. - Tianhao Ma; Han Chen; Juncheng Hu; Yungang Zhu; Ximing Li (CVPR, 2025)

JingFang: A Traditional Chinese Medicine Large Language Model of Expert-Level Medical Diagnosis and Syndrome Differentiation-Based Treatment. - Yehan Yan; Tianhao Ma; Ruotai Li; Xinhan Zheng; Guodong Shan; Chisheng Li (CoRR, 2025)

Fusing Global and Local: Transformer-CNN Synergy for Next-Gen Current Estimation. - Junlang Huang; Hao Chen; Li Luo; Yong Cai; Lexin Zhang; Tianhao Ma; Yitian Zhang; Zhong Guan (CoRR, 2025)

S-Crescendo: A Nested Transformer Weaving Framework for Scalable Nonlinear System in S-Domain Representation. - Junlang Huang; Hao Chen; Li Luo; Yong Cai; Lexin Zhang; Tianhao Ma; Yitian Zhang; Zhong Guan (CoRR, 2025)