A Third-Order Super-Twisting Extended State Observer for Dynamic Performance Enhancement of Sensorless IPMSM Drives. - Tianru Zhang; Zhuang Xu; Jing Li 017; He Zhang 013; Chris Gerada (IEEE Trans. Ind. Electron., 2020)

Efficient Hierarchical Storage Management Framework Empowered by Reinforcement Learning. - Tianru Zhang; Salman Toor; Andreas Hellander (CoRR, 2022)

Blades: A Simulator for Attacks and Defenses in Federated Learning. - Shenghui Li; Li Ju; Tianru Zhang; Edith C. H. Ngai; Thiemo Voigt (CoRR, 2022)

Efficient Hierarchical Storage Management Empowered by Reinforcement Learning Extended Abstract. - Tianru Zhang; Andreas Hellander; Salman Toor (ICDE, 2023)

Comparative Analysis of Rotor Position and Speed Extraction Schemes for Resolver Software Decoding in IPMSM Drive Applications. - Linxuan Cheng; Tianru Zhang; Yuqing Chen; Qinyao Liu; Xuchen Wang; Zhuang Xu; Jie Sun (ICAC, 2023)

Accelerating Fair Federated Learning: Adaptive Federated Adam. - Li Ju; Tianru Zhang; Salman Toor; Andreas Hellander (CoRR, 2023)

Efficient Hierarchical Storage Management Empowered by Reinforcement Learning. - Tianru Zhang; Andreas Hellander; Salman Toor (IEEE Trans. Knowl. Data Eng., 2023)

Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning. - Shenghui Li; Edith C. H. Ngai; Fanghua Ye 001; Li Ju; Tianru Zhang; Thiemo Voigt (IoTDI, 2024)

Demo Abstract: Blades: A Unified Benchmark Suite for Byzantine-Resilient in Federated Learning. - Shenghui Li; Edith C. H. Ngai; Fanghua Ye 001; Li Ju; Tianru Zhang; Thiemo Voigt (IoTDI, 2024)

Data management of scientific applications in a reinforcement learning-based hierarchical storage system. - Tianru Zhang; Ankit Gupta 018; María Andreína Francisco Rodríguez; Ola Spjuth; Andreas Hellander; Salman Toor (Expert Syst. Appl., 2024)

Intelligent Data Management via Machine Learning: From Storage Hierarchy to Information Hierarchy - Tianru Zhang (2025)

InfoHier: Hierarchical Information Extraction via Encoding and Embedding. - Tianru Zhang; Li Ju; Prashant Singh; Salman Toor (CoRR, 2025)