Liu, Zhuanghua

7 publications

AAAI 2024 Decentralized Sum-of-Nonconvex Optimization Zhuanghua Liu, Bryan Kian Hsiang Low

ICMLW 2024 Differentiable Cluster Graph Neural Network Yanfei Dong, Mohammed Haroon Dupty, Lambert Deng, Zhuanghua Liu, Yong Liang Goh, Wee Sun Lee

NeurIPS 2024 Gradient-Free Methods for Nonconvex Nonsmooth Stochastic Compositional Optimization Zhuanghua Liu, Luo Luo, Bryan Kian Hsiang Low

AAAI 2024 Incremental Quasi-Newton Methods with Faster Superlinear Convergence Rates Zhuanghua Liu, Luo Luo, Bryan Kian Hsiang Low

ICML 2024 Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization Zhuanghua Liu, Cheng Chen, Luo Luo, Bryan Kian Hsiang Low

AAAI 2018 Doubly Approximate Nearest Neighbor Classification Weiwei Liu, Zhuanghua Liu, Ivor W. Tsang, Wenjie Zhang, Xuemin Lin

AAAI 2017 Approximate Conditional Gradient Descent on Multi-Class Classification Zhuanghua Liu, Ivor W. Tsang