Zhuanghua Liu

15 papers A* 7Journal 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Near-Optimal Decentralized Stochastic Nonconvex Optimization with Heavy-Tailed Noise.
CoRR
Menglian Wang, Zhuanghua Liu, Luo Luo
2025 J jnl
Dimensionality reduction algorithm of spatial-domain steganalytic features based on PCA and equal interval division.
Multim. Tools Appl.
Xiangyuan Gu, Xiaoming Li, Zhuanghua Liu, Yi Lv
2025 J jnl
Stochastic Bilevel Optimization with Heavy-Tailed Noise.
CoRR
Zhuanghua Liu, Luo Luo
2024 A* conf
Decentralized Sum-of-Nonconvex Optimization.
AAAI
Zhuanghua Liu, Bryan Kian Hsiang Low
2024 J jnl
Decentralized Sum-of-Nonconvex Optimization.
CoRR
Zhuanghua Liu, Bryan Kian Hsiang Low
2024 J jnl
Differentiable Cluster Graph Neural Network.
CoRR
Yanfei Dong, Mohammed Haroon Dupty, Lambert Deng, Zhuanghua Liu, Yong Liang Goh, Wee Sun Lee
2024 A* conf
Gradient-Free Methods for Nonconvex Nonsmooth Stochastic Compositional Optimization.
NeurIPS
Zhuanghua Liu, Luo Luo, Bryan Kian Hsiang Low
2024 J jnl
Incremental Gauss-Newton Methods with Superlinear Convergence Rates.
CoRR
Zhiling Zhou, Zhuanghua Liu, Chengchang Liu, Luo Luo
2024 A* conf
Incremental Quasi-Newton Methods with Faster Superlinear Convergence Rates.
AAAI
Zhuanghua Liu, Luo Luo, Bryan Kian Hsiang Low
2024 J jnl
Incremental Quasi-Newton Methods with Faster Superlinear Convergence Rates.
CoRR
Zhuanghua Liu, Luo Luo, Bryan Kian Hsiang Low
2024 A* conf
Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization.
ICML
Zhuanghua Liu, Cheng Chen, Luo Luo, Bryan Kian Hsiang Low
2021 A* conf
Practical Approach to Asynchronous Multivariate Time Series Anomaly Detection and Localization.
KDD
Ahmed Abdulaal, Zhuanghua Liu, Tomer Lancewicki
2020 J jnl
Towards Sharper First-Order Adversary with Quantized Gradients.
CoRR
Zhuanghua Liu, Ivor W. Tsang
2018 A* conf
Doubly Approximate Nearest Neighbor Classification.
AAAI
Weiwei Liu, Zhuanghua Liu, Ivor W. Tsang, Wenjie Zhang, Xuemin Lin
2017 A* conf
Approximate Conditional Gradient Descent on Multi-Class Classification.
AAAI
Zhuanghua Liu, Ivor W. Tsang