Chi Zhang

Orcid: 0000-0002-5735-4454

Affiliations:

National University of Singapore, Department of Mathematics, Singapore
Institute of High Performance Computing, Singapore (2019 - 2023)
Nanyang Technological University, Interdisciplinary Graduate School, Singapore (PhD)

According to our database¹, Chi Zhang authored at least 18 papers between 2015 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Machine Unlearning under Retain-Forget Entanglement.

[BibT_eX]

[DOI]

CoRR, March, 2026

Safeguarding Federated Learning From Data Reconstruction Attacks via Gradient Dropout.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2026

2025

Generative Image Reconstruction From Gradients.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., January, 2025

2024

Augmented Multi-Party Computation Against Gradient Leakage in Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, December, 2024

Parameter-Efficient Fine-Tuning with Controls.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

An Optimal Control View of LoRA and Binary Controller Design for Vision Transformers.

[BibT_eX]

[DOI]

Chi Zhang

Jingpu Cheng

Qianxiao Li

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Generative Gradient Inversion via Over-Parameterized Networks in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2021

Distributed Monitoring for Energy Infrastructures: A Two-Tier Analysis over Wireless Networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2021

Distributed optimization for degenerate loss functions arising from over-parameterization.

[BibT_eX]

[DOI]

Chi Zhang

Qianxiao Li

Artif. Intell., 2021

Partially Encrypted Multi-Party Computation for Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020

Collaborative Inference for Efficient Remote Monitoring.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Distributed Optimization for Over-Parameterized Learning.

[BibT_eX]

[DOI]

Chi Zhang

Qianxiao Li

CoRR, 2019

Decentralized Optimization with Edge Sampling.

[BibT_eX]

[DOI]

Chi Zhang

Qianxiao Li

Peilin Zhao

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Second-Order Online Active Learning and Its Applications.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Distributed multi-task classification: a decentralized online learning approach.

[BibT_eX]

[DOI]

Mach. Learn., 2018

2016

ROM: A Robust Online Multi-task Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

SOAL: Second-Order Online Active Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2015

GazeTry: Swipe Text Typing Using Gaze.

[BibT_eX]

[DOI]

Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction, 2015

Chi Zhang

Timeline

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Bibliography

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