Zhuqing Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Bilevel Programming

Distributed Learning

Policy Evaluation

Top Venues

J. Comput. Inf. Sci. Eng.

Publications

Xiao-Dong Liu, Zhuqing Liu, Xianbei Huang, Yao-jun Li, Wei Yang
Study on the suitable high-frequency PIV sample for centrifugal pump visualization based on impeller speed. J. Vis. 27 (2) (2024)
Zhuqing Liu, Xin Zhang, Jia Liu, Zhengyuan Zhu, Songtao Lu
PILOT: An $\mathcal{O}(1/K)$-Convergent Approach for Policy Evaluation with Nonlinear Function Approximation. ICLR (2024)
Zhuqing Liu, Xin Zhang, Songtao Lu, Jia Liu
PRECISION: Decentralized Constrained Min-Max Learning with Low Communication and Sample Complexities. CoRR (2023)
Haibo Yang, Zhuqing Liu, Jia Liu, Chaosheng Dong, Michinari Momma
Federated Multi-Objective Learning. CoRR (2023)
Peiwen Qiu, Yining Li, Zhuqing Liu, Prashant Khanduri, Jia Liu, Ness B. Shroff, Elizabeth Serena Bentley, Kurt A. Turck
DIAMOND: Taming Sample and Communication Complexities in Decentralized Bilevel Optimization. INFOCOM (2023)
Zhuqing Liu, Xin Zhang, Prashant Khanduri, Songtao Lu, Jia Liu
Prometheus: Taming Sample and Communication Complexities in Constrained Decentralized Stochastic Bilevel Learning. ICML (2023)
Haibo Yang, Zhuqing Liu, Jia Liu, Chaosheng Dong, Michinari Momma
Federated Multi-Objective Learning. NeurIPS (2023)
Zhuqing Liu, Xin Zhang, Songtao Lu, Jia Liu
PRECISION: Decentralized Constrained Min-Max Learning with Low Communication and Sample Complexities. MobiHoc (2023)
Zhuqing Liu, Xin Zhang, Jia Liu
SYNTHESIS: A Semi-Asynchronous Path-Integrated Stochastic Gradient Method for Distributed Learning in Computing Clusters. CoRR (2022)
Zhuqing Liu, Xin Zhang, Prashant Khanduri, Songtao Lu, Jia Liu
INTERACT: achieving low sample and communication complexities in decentralized bilevel learning over networks. MobiHoc (2022)
Luning Bi, Yunlong Wang, Fan Zhang, Zhuqing Liu, Yong Cai, Emily Zhao
FD-GATDR: A Federated-Decentralized-Learning Graph Attention Network for Doctor Recommendation Using EHR. CoRR (2022)
Xin Zhang, Minghong Fang, Zhuqing Liu, Haibo Yang, Jia Liu, Zhengyuan Zhu
NET-FLEET: achieving linear convergence speedup for fully decentralized federated learning with heterogeneous data. MobiHoc (2022)
Peiwen Qiu, Yining Li, Zhuqing Liu, Prashant Khanduri, Jia Liu, Ness B. Shroff, Elizabeth Serena Bentley, Kurt Turck
DIAMOND: Taming Sample and Communication Complexities in Decentralized Bilevel Optimization. CoRR (2022)
Haibo Yang, Zhuqing Liu, Xin Zhang, Jia Liu
SAGDA: Achieving $\mathcal{O}(\epsilon^{-2})$ Communication Complexity in Federated Min-Max Learning. NeurIPS (2022)
Xin Zhang, Minghong Fang, Zhuqing Liu, Haibo Yang, Jia Liu, Zhengyuan Zhu
NET-FLEET: Achieving Linear Convergence Speedup for Fully Decentralized Federated Learning with Heterogeneous Data. CoRR (2022)
Zhuqing Liu, Xin Zhang, Prashant Khanduri, Songtao Lu, Jia Liu
INTERACT: Achieving Low Sample and Communication Complexities in Decentralized Bilevel Learning over Networks. CoRR (2022)
Zhuqing Liu, Xin Zhang, Jia Liu
SYNTHESIS: a semi-asynchronous path-integrated stochastic gradient method for distributed learning in computing clusters. MobiHoc (2022)
Haibo Yang, Zhuqing Liu, Xin Zhang, Jia Liu
) Communication Complexity in Federated Min-Max Learning. CoRR (2022)
Xin Zhang, Zhuqing Liu, Jia Liu, Zhengyuan Zhu, Songtao Lu
Taming Communication and Sample Complexities in Decentralized Policy Evaluation for Cooperative Multi-Agent Reinforcement Learning. NeurIPS (2021)
Xianbei Huang, Wei Yang, Yaojun Li, Baoyun Qiu, Qiang Guo, Zhuqing Liu
Review on the sensitization of turbulence models to rotation/curvature and the application to rotating machinery. Appl. Math. Comput. 341 (2019)
Zhuqing Liu, Liyuanjun Lai, Lin Zhang
An empirical learning-based validation procedure for simulation workflow. CoRR (2018)
Luning Bi, Ying Zuo, Fei Tao, T. Warren Liao, Zhuqing Liu
Energy-Aware Material Selection for Product With Multicomponent Under Cloud Environment. J. Comput. Inf. Sci. Eng. 17 (3) (2017)
Zhuqing Liu, Haibin Duan, Yijun Yang, Xiaoguang Hu
Pendulum-like oscillation controller for UAV based on Lévy-flight pigeon-inspired optimization and LQR. SSCI (2016)