Chuan Xu

According to our database, Chuan Xu authored at least 22 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

No More Guessing: a Verifiable Gradient Inversion Attack in Federated Learning.

Francesco Diana, Chuan Xu, André Nusser, Giovanni Neglia

CoRR, April, 2026

Federated Learning for Collaborative Inference Systems: The case of early exit networks.

Chuan Xu, Caelin Kaplan, Angelo Rodio, Tareq Si Salem, Giovanni Neglia

Perform. Evaluation, 2026

2025

Reconciling Communication Compression and Byzantine-Robustness in Distributed Learning.

Diksha Gupta, Nirupam Gupta, Chuan Xu, Giovanni Neglia

CoRR, August, 2025

Cutting Through Privacy: A Hyperplane-Based Data Reconstruction Attack in Federated Learning.

Francesco Diana, André Nusser, Chuan Xu, Giovanni Neglia

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

Attribute Inference Attacks for Federated Regression Tasks.

Francesco Diana, Othmane Marfoq, Chuan Xu, Giovanni Neglia, Frédéric Giroire, Eoin Thomas

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

A Cautionary Tale: On the Role of Reference Data in Empirical Privacy Defenses.

Caelin Kaplan, Chuan Xu, Othmane Marfoq, Giovanni Neglia, Anderson Santana de Oliveira

Proc. Priv. Enhancing Technol., January, 2024

Federated Learning for Cooperative Inference Systems: The Case of Early Exit Networks.

Caelin Kaplan, Tareq Si Salem, Angelo Rodio, Chuan Xu, Giovanni Neglia

CoRR, 2024

Link Inference Attacks in Vertical Federated Graph Learning.

Oualid Zari, Chuan Xu, Javier Parra-Arnau, Ayse Ünsal, Melek Önen

Proceedings of the Annual Computer Security Applications Conference, 2024

2021

Efficient passive membership inference attack in federated learning.

Oualid Zari, Chuan Xu, Giovanni Neglia

CoRR, 2021

Local Model Privacy-Preserving Study for Federated Learning.

Kaiyun Pan, Daojing He, Chuan Xu

Proceedings of the Security and Privacy in Communication Networks, 2021

Time-Optimal Self-Stabilizing Leader Election in Population Protocols.

Janna Burman, Ho-Lin Chen, Hsueh-Ping Chen, David Doty, Thomas Nowak, Eric E. Severson, Chuan Xu

Proceedings of the PODC '21: ACM Symposium on Principles of Distributed Computing, 2021

2020

Throughput-Optimal Topology Design for Cross-Silo Federated Learning.

Othmane Marfoq, Chuan Xu, Giovanni Neglia, Richard Vidal

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Dynamic Backup Workers for Parallel Machine Learning.

Chuan Xu, Giovanni Neglia, Nicola Sebastianelli

Proceedings of the 2020 IFIP Networking Conference, 2020

Decentralized gradient methods: does topology matter?

Giovanni Neglia, Chuan Xu, Don Towsley, Gianmarco Calbi

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Time-Optimal Self-Stabilizing Leader Election in Population Protocols.

Janna Burman, Ho-Lin Chen, Hsueh-Ping Chen, David Doty, Thomas Nowak, Eric E. Severson, Chuan Xu

CoRR, 2019

2017

Power-Aware Population Protocols.

Chuan Xu, Janna Burman, Joffroy Beauquier

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Data Collection in Population Protocols with Non-uniformly Random Scheduler.

Joffroy Beauquier, Janna Burman, Shay Kutten, Thomas Nowak, Chuan Xu

Proceedings of the Algorithms for Sensor Systems, 2017

2015

Stochastic Semidefinite Optimization Using Sampling Methods.

Chuan Xu, Jianqiang Cheng, Abdel Lisser

Proceedings of the Operations Research and Enterprise Systems, 2015

A Sampling Method to Chance-constrained Semidefinite Optimization.

Chuan Xu, Jianqiang Cheng, Abdel Lisser

Proceedings of the ICORES 2015, 2015

Stochastic bilevel network design problems.

Chuan Xu, Alexei A. Gaivoronski, Abdel Lisser

Proceedings of the 13th Cologne Twente Workshop on Graphs and Combinatorial Optimization, 2015

2014

The p-Median Problem with Concave Costs.

Chuan Xu, Abdel Lisser, Janny Leung, Marc Letournel

Proceedings of the ICORES 2014, 2014

A Multicommodity Formulation for Routing in Healthcare Wireless Body Area Networks.

Pablo Adasme, Abdel Lisser, Chuan Xu

Proceedings of the ICORES 2014, 2014