Dongyan Huo

According to our database, Dongyan Huo authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Piecewise Lyapunov Analysis of Sub-quadratic SGD: Applications to Robust and Quantile Regression.

Yixuan Zhang, Dongyan Lucy Huo, Yudong Chen, Qiaomin Xie

Proceedings of the Abstracts of the 2025 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2025

2024

Prelimit Coupling and Steady-State Convergence of Constant-stepsize Nonsmooth Contractive SA.

Yixuan Zhang, Dongyan Lucy Huo, Yudong Chen, Qiaomin Xie

Proceedings of the Abstracts of the 2024 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2024

The Collusion of Memory and Nonlinearity in Stochastic Approximation With Constant Stepsize.

Dongyan Lucy Huo, Yixuan Zhang, Yudong Chen, Qiaomin Xie

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference.

Dongyan Lucy Huo, Yudong Chen, Qiaomin Xie

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Bias and Extrapolation in Markovian Linear Stochastic Approximation with Constant Stepsizes.

Dongyan Lucy Huo, Yudong Chen, Qiaomin Xie

Proceedings of the Abstract Proceedings of the 2023 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2023