Tianru Zhang

12 papers A* 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
InfoHier: Hierarchical Information Extraction via Encoding and Embedding.
CoRR
Tianru Zhang, Li Ju, Prashant Singh, Salman Toor
2025 — —
Intelligent Data Management via Machine Learning: From Storage Hierarchy to Information Hierarchy
Tianru Zhang
2024 — conf
Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning.
IoTDI
Shenghui Li, Edith C. H. Ngai, Fanghua Ye, Li Ju, Tianru Zhang, Thiemo Voigt
2024 J jnl
Data management of scientific applications in a reinforcement learning-based hierarchical storage system.
Expert Syst. Appl.
Tianru Zhang, Ankit Gupta, María Andreína Francisco Rodríguez, Ola Spjuth, Andreas Hellander, Salman Toor
2024 — conf
Demo Abstract: Blades: A Unified Benchmark Suite for Byzantine-Resilient in Federated Learning.
IoTDI
Shenghui Li, Edith C. H. Ngai, Fanghua Ye, Li Ju, Tianru Zhang, Thiemo Voigt
2023 J jnl
Accelerating Fair Federated Learning: Adaptive Federated Adam.
CoRR
Li Ju, Tianru Zhang, Salman Toor, Andreas Hellander
2023 — conf
Comparative Analysis of Rotor Position and Speed Extraction Schemes for Resolver Software Decoding in IPMSM Drive Applications.
ICAC
Linxuan Cheng, Tianru Zhang, Yuqing Chen, Qinyao Liu, Xuchen Wang, Zhuang Xu, Jie Sun
2023 A* conf
Efficient Hierarchical Storage Management Empowered by Reinforcement Learning Extended Abstract.
ICDE
Tianru Zhang, Andreas Hellander, Salman Toor
2023 J jnl
Efficient Hierarchical Storage Management Empowered by Reinforcement Learning.
IEEE Trans. Knowl. Data Eng.
Tianru Zhang, Andreas Hellander, Salman Toor
2022 J jnl
Blades: A Simulator for Attacks and Defenses in Federated Learning.
CoRR
Shenghui Li, Li Ju, Tianru Zhang, Edith C. H. Ngai, Thiemo Voigt
2022 J jnl
Efficient Hierarchical Storage Management Framework Empowered by Reinforcement Learning.
CoRR
Tianru Zhang, Salman Toor, Andreas Hellander
2020 J jnl
A Third-Order Super-Twisting Extended State Observer for Dynamic Performance Enhancement of Sensorless IPMSM Drives.
IEEE Trans. Ind. Electron.
Tianru Zhang, Zhuang Xu, Jing Li, He Zhang, Chris Gerada