Tianru Zhang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Benchmark Suite

Storage Management

Reinforcement Learning

Top Venues

IEEE Trans. Ind. Electron.

Publications

Shenghui Li, Edith C. H. Ngai, Fanghua Ye, Li Ju, Tianru Zhang, Thiemo Voigt
Demo Abstract: Blades: A Unified Benchmark Suite for Byzantine-Resilient in Federated Learning. IoTDI (2024)
Tianru Zhang, Ankit Gupta, María Andreína Francisco Rodríguez, Ola Spjuth, Andreas Hellander, Salman Toor
Data management of scientific applications in a reinforcement learning-based hierarchical storage system. Expert Syst. Appl. 237 (Part B) (2024)
Shenghui Li, Edith C. H. Ngai, Fanghua Ye, Li Ju, Tianru Zhang, Thiemo Voigt
Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning. IoTDI (2024)
Li Ju, Tianru Zhang, Salman Toor, Andreas Hellander
Accelerating Fair Federated Learning: Adaptive Federated Adam. CoRR (2023)
Linxuan Cheng, Tianru Zhang, Yuqing Chen, Qinyao Liu, Xuchen Wang, Zhuang Xu, Jie Sun
Comparative Analysis of Rotor Position and Speed Extraction Schemes for Resolver Software Decoding in IPMSM Drive Applications. ICAC (2023)
Tianru Zhang, Andreas Hellander, Salman Toor
Efficient Hierarchical Storage Management Empowered by Reinforcement Learning Extended Abstract. ICDE (2023)
Tianru Zhang, Andreas Hellander, Salman Toor
Efficient Hierarchical Storage Management Empowered by Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Shenghui Li, Li Ju, Tianru Zhang, Edith C. H. Ngai, Thiemo Voigt
Blades: A Simulator for Attacks and Defenses in Federated Learning. CoRR (2022)
Tianru Zhang, Salman Toor, Andreas Hellander
Efficient Hierarchical Storage Management Framework Empowered by Reinforcement Learning. CoRR (2022)
Tianru Zhang, Zhuang Xu, Jing Li, He Zhang, Chris Gerada
A Third-Order Super-Twisting Extended State Observer for Dynamic Performance Enhancement of Sensorless IPMSM Drives. IEEE Trans. Ind. Electron. 67 (7) (2020)