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33. portfolio

1. Portfolio item number 1

Published: July 12, 2026

Short description of portfolio item number 1

2. Portfolio item number 2

Published: July 12, 2026

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publications

1. On the Convergence of Single-Timescale Multi-Sequence Stochastic Approximation Without Fixed Point Smoothness Permalink

Yue Huang, Zhaoxian Wu, Qing Ling

Published in ICASSP 2024 - IEEE International Conference on Acoustics, Speech and Signal Processing, 2024

2. Byzantine-robust and communication-efficient personalized federated learning Permalink

Jiaojiao Zhang, Xuechao He, Yue Huang, Qing Ling

Published in IEEE Transactions on Signal Processing, 2024

3. Differential Privacy in Distributed Learning: Beyond Uniformly Bounded Stochastic Gradients Permalink

Yue Huang, Jiaojiao Zhang, Qing Ling

Published in The 28th International Conference on Artificial Intelligence and Statistics (AISTATS), 2025

4. Single-timescale multi-sequence stochastic approximation without fixed point smoothness: Theories and applications Permalink

Yue Huang, Zhaoxian Wu, Shiqian Ma, Qing Ling

Published in IEEE Transactions on Signal Processing, 2025

5. Federated Learning with Privacy and Communication Efficiency on Heterogeneous Data Permalink

Jiaojiao Zhang, Yue Huang, Jiang Hu, Qing Ling

Published in 2025 44th Chinese Control Conference (CCC), 2025

6. Memory-Efficient Correlated Noise for Locally Differentially Private Momentum in Distributed Learning Permalink

Yue Huang, Jiaojiao Zhang, Qing Ling

Published in 2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP), 2025

talks

1. Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!

2. Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

More information here

3. Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014