Tianyue Chu

Researcher, Telefonica Research

Joined

February 2021

Names

Tianyue Chu (Preferred)

Emails

****@imdea.org (Confirmed)

****@telefonica.com (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Researcher

Telefonica Research (telefonica.com)

2025 – Present

PhD student

Universidad Carlos III de Madrid (alumnos.uc3m.es)

2020 – 2025

Researcher

IMDEA Networks (imdea.org)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Nikolaos Laoutaris

2020 – 2025

PhD Advisor

Athina Markopoulou

2022 – 2023

Expertise

Privacy

Present

Federated Learning

2020 – Present

Publications

PriPrune: Quantifying and Preserving Privacy in Pruned Federated Learning
Tianyue Chu, Mengwei Yang, Nikolaos Laoutaris, Athina Markopoulou
- ACM Transactions on Modeling and Performance Evaluation of Computing Systems
- Readers: Everyone
FedQV: Leveraging Quadratic Voting in Federated Learning
Tianyue Chu, Nikolaos Laoutaris
- Proceedings of the ACM on Measurement and Analysis of Computing Systems
- Readers: Everyone
FedQV: Leveraging Quadratic Voting in Federated Learning
Tianyue Chu, Nikolaos Laoutaris
- Submitted to ICLR 2024
- Readers: Everyone
Securing Federated Sensitive Topic Classification against Poisoning Attacks
Tianyue Chu, Álvaro García-Recuero, Costas Iordanou, Georgios Smaragdakis, Nikolaos Laoutaris
- Published: 01 Jan 2023, Last Modified: 17 May 2023
- NDSS 2023
- Readers: Everyone
Securing Federated Sensitive Topic Classification against Poisoning Attacks
Tianyue Chu, Álvaro García-Recuero, Costas Iordanou, Georgios Smaragdakis, Nikolaos Laoutaris
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- CoRR 2022
- Readers: Everyone
Pre-impact Alarm System for Fall Detection Using MEMS Sensors and HMM-based SVM Classifier
Shengyun Liang, Tianyue Chu, Dan Lin, Yunkun Ning, Huiqi Li, Guoru Zhao
- Published: 01 Jan 2018, Last Modified: 17 May 2023
- EMBC 2018
- Readers: Everyone

Tianyue Chu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

PriPrune: Quantifying and Preserving Privacy in Pruned Federated Learning

FedQV: Leveraging Quadratic Voting in Federated Learning

FedQV: Leveraging Quadratic Voting in Federated Learning

Securing Federated Sensitive Topic Classification against Poisoning Attacks

Securing Federated Sensitive Topic Classification against Poisoning Attacks

Pre-impact Alarm System for Fall Detection Using MEMS Sensors and HMM-based SVM Classifier

Co-Authors