张真宁｜北京工业大学｜学者主页

2026

次模函数在交通优化问题应用的系统综述

周雨阳，邓沙沙，李长锦，李世堃，张真宁，杨文国

《运筹学学报(中英文)》

2025

连续DR次模最大化问题的理论与算法综述

剧嘉琛，杨瑞琪，张真宁，堵丁柱

《中国科学:数学》

2025

Non-Submodular Maximization Subject to a Knapsack Constraint on the Integer Lattice

Zhenning Zhang, Longkun Guo, Kewen Liao, Yishui Wang, Dachuan Xu, Dongmei Zhang

International Journal of Foundations of Computer Science

DOI

2025

Regularized Submodular Maximization over Integer Lattice

Zhicheng Liu, Yang Lv, Yapu Zhang, Zhenning Zhang

Lecture notes in computer science

DOI

2024

Online learning under one sided $$\sigma $$-smooth function

Hongxiang Zhang, Dachuan Xu, Ling Gai, Zhenning Zhang

Journal of Combinatorial Optimization

DOI

2024

Online Weakly DR-Submodular Optimization Under Stochastic Cumulative Constraints

Junkai Feng, Ruiqi Yang, Yapu Zhang, Zhenning Zhang

Tsinghua Science & Technology

DOI

2023

Robust Correlation Clustering Problem with Locally Bounded Disagreements

Sai Ji, Min Li, Mei Liang, Zhenning Zhang

Tsinghua Science & Technology

DOI

2023

A bi-criteria algorithm for online non-monotone maximization problems: DR-submodular+concave

Junkai Feng, Ruiqi Yang, Haibin Zhang, Zhenning Zhang

Theoretical Computer Science

DOI

2023

Maximizing Submodular+Supermodular Functions Subject to a Fairness Constraint

Zhenning Zhang, Kaiqiao Meng, Donglei Du, Yang Zhou

Tsinghua Science & Technology

DOI

2023

A Note on Maximizing Regularized Submodular Functions Under Streaming

Qinqin Gong, Kaiqiao Meng, Ruiqi Yang, Zhenning Zhang

Tsinghua Science & Technology

DOI

2022

带基数约束的次模+超模(BP)函数最大化问题的流算法

连月芳，张真宁，赵中睿，堵丁柱

《运筹学学报(中英文)》

2022

Parallelized maximization of nonmonotone one-sided σ -smooth function

Hongxiang Zhang, Dachuan Xu, Yapu Zhang, Zhenning Zhang

Computers & Electrical Engineering

DOI

2022

Maximizing the Differences Between a Monotone DR-Submodular Function and a Linear Function on the Integer Lattice

Zhenning Zhang, Donglei Du, Ran Ma, Dan Wu

Journal of the Operations Research Society of China

DOI

2022

Private non-monotone submodular maximization

Xin Sun, Gaidi Li, Yapu Zhang, Zhenning Zhang

Journal of Combinatorial Optimization

DOI

2022

Adaptive influence maximization under fixed observation time-step

Yapu Zhang, Shengminjie Chen, Wen‐Qing Xu, Zhenning Zhang

Theoretical Computer Science

DOI

2022

One-pass streaming algorithm for DR-submodular maximization with a knapsack constraint over the integer lattice

Jingjing Tan, Dongmei Zhang, Hongyang Zhang, Zhenning Zhang

Computers & Electrical Engineering

DOI

2022

Weakly k-submodular Maximization Under Matroid Constraint

Yijing Wang, Dongmei Zhang, Yapu Zhang, Zhenning Zhang

Lecture notes in computer science

DOI

2022

Online Non-monotone DR-Submodular Maximization: 1/4 Approximation Ratio and Sublinear Regret

Junkai Feng, Ruiqi Yang, Hai-Bin Zhang, Zhenning Zhang

Lecture notes in computer science

DOI

2022

Online Weakly DR-Submodular Optimization with Stochastic Long-Term Constraints

Junkai Feng, Ruiqi Yang, Yapu Zhang, Zhenning Zhang

Lecture notes in computer science

DOI

2022

Online One-Sided Smooth Function Maximization

Hongxiang Zhang, Dachuan Xu, Ling Gai, Zhenning Zhang

Lecture notes in computer science

DOI

2021

Approximation Algorithm for Min-Max Correlation Clustering Problem with Outliers

Sai Ji, Min Li, Mei Liang, Zhenning Zhang

Lecture notes in computer science

DOI

2021

One‐pass streaming algorithm for monotone lattice submodular maximization subject to a cardinality constraint

Zhenning Zhang, Longkun Guo, Linyang Wang, Juan Zou

Concurrency and Computation Practice and Experience

DOI

2021

Maximizing DR-submodular+supermodular functions on the integer lattice subject to a cardinality constraint

Zhenning Zhang, Donglei Du, Yanjun Jiang, Chenchen Wu

Journal of Global Optimization

DOI

2021

Streaming Algorithms for Maximizing Monotone DR-Submodular Functions with a Cardinality Constraint on the Integer Lattice

Zhenning Zhang, Longkun Guo, Yishui Wang, Dachuan Xu, Dongmei Zhang

Asia Pacific Journal of Operational Research

DOI

2021

A Streaming Model for Monotone Lattice Submodular Maximization with a Cardinality Constraint

Zhenning Zhang, Longkun Guo, Linyang Wang, Juan Zou

Lecture notes in computer science

DOI

2021

Streaming Algorithms for Monotone DR-Submodular Maximization Under a Knapsack Constraint on the Integer Lattice

Jingjing Tan, Dongmei Zhang, Hongyang Zhang, Zhenning Zhang

Communications in computer and information science

DOI

2021

Measured Continuous Greedy with Differential Privacy

Xin Sun, Gaidi Li, Yapu Zhang, Zhenning Zhang

Lecture notes in computer science

DOI

2021

Fixed Observation Time-Step: Adaptive Influence Maximization

Yapu Zhang, Shengminjie Chen, Wen‐Qing Xu, Zhenning Zhang

Lecture notes in computer science

DOI

2020

k-均值问题的理论与算法综述

张冬梅，李敏，徐大川，张真宁

《中国科学:数学》

2020

Approximation Algorithms for the Lower-Bounded k-Median and Its Generalizations

Lu Han, Chunlin Hao, Chenchen Wu, Zhenning Zhang

Lecture notes in computer science

DOI

2020

Approximation Algorithms for the Lower-Bounded Knapsack Median Problem

Lu Han, Chunlin Hao, Chenchen Wu, Zhenning Zhang

Lecture notes in computer science

DOI

2020

Maximizing a monotone non-submodular function under a knapsack constraint

Zhenning Zhang, Bin Liu, Yishui Wang, Dachuan Xu, Dongmei Zhang

Journal of Combinatorial Optimization

DOI

2020

A survey on theory and algorithms for bm$k$-means problems

D. Zhang, Zhenning Zhang, Min Li, Da-Chuan Xu

Scientia Sinica Mathematica

DOI

2019

Statistical Einstein manifolds of exponential families with group-invariant potential functions

Linyu Peng, Zhenning Zhang

Journal of Mathematical Analysis and Applications

DOI

2019

A Note on Submodularity Preserved Involving the Rank Functions

Min Li, Donglei Du, Dachuan Xu, Zhenning Zhang

Journal of the Operations Research Society of China

DOI

2019

Local search approximation algorithms for the sum of squares facility location problems

Dongmei Zhang, Dachuan Xu, Yishui Wang, Peng Zhang, Zhenning Zhang

Journal of Global Optimization

DOI

2019

Greedy Algorithm for Maximization of Non-submodular Functions Subject to Knapsack Constraint

Zhenning Zhang, Bin Liu, Yishui Wang, Dachuan Xu, Dongmei Zhang

Lecture notes in computer science

DOI

2019

A spectral partitioning algorithm for maximum directed cut problem

Zhenning Zhang, Donglei Du, Chenchen Wu, Dachuan Xu, Dongmei Zhang

Journal of Combinatorial Optimization

DOI

2018

Local search approximation algorithms for the k-means problem with penalties

Dongmei Zhang, Chunlin Hao, Chenchen Wu, Dachuan Xu, Zhenning Zhang

Journal of Combinatorial Optimization

DOI

2018

A local search approximation algorithm for a squared metric k-facility location problem

Dongmei Zhang, Dachuan Xu, Yishui Wang, Peng Zhang, Zhenning Zhang

Journal of Combinatorial Optimization

DOI

2017

晶粒直径的信息几何结构

张真宁，孙华飞，韩希武，曹丽梅

《北京理工大学学报》

2017

A Local Search Approximation Algorithm for the k-means Problem with Penalties

Dongmei Zhang, Chunlin Hao, Chenchen Wu, Dachuan Xu, Zhenning Zhang

Lecture notes in computer science

DOI

2017

A Local Search Approximation Algorithm for a Squared Metric k-Facility Location Problem

Dongmei Zhang, Dachuan Xu, Yishui Wang, Peng Zhang, Zhenning Zhang

Lecture notes in computer science

DOI

2017

A Spectral Partitioning Algorithm for Maximum Directed Cut Problem

Zhenning Zhang, Donglei Du, Chenchen Wu, Dachuan Xu, Dongmei Zhang

Lecture notes in computer science

DOI

2015

经典理想气体模型的信息几何结构及不稳定性

曹丽梅，张真宁，孙华飞

《北京理工大学学报》

2014

二元Weibull统计流形的对偶几何结构及其不稳定性

张真宁，曹丽梅，柯炳清

《北京工业大学学报》

2014

A Natural Gradient Algorithm for Stochastic Distribution Systems

Zhenning Zhang, Huafei Sun, Linyu Peng, Lin Jiu

Entropy

DOI

2014

An information geometric algorithm for multi-input and multi-output stochastic distribution control systems with output feedback vector

Zhenning Zhang, Xu Zhao, Juntong Zhou

Chinese Control Conference (CCC)

DOI

2014

A Statistical Cohomogeneity One Metric on the Upper Plane with Constant Negative Curvature

Limei Cao, Didong Li, Erchuan Zhang, Zhenning Zhang, Huafei Sun

Advances in Mathematical Physics

DOI

2013

Natural gradient algorithm for stochastic distribution systems with output feedback

Zhenning Zhang, Huafei Sun, Linyu Peng

Differential Geometry and its Applications

DOI

2011

信息几何及其应用

孙华飞，彭林玉，张真宁

《数学进展》

2007

股票收益率的信息几何

曹丽梅，孙华飞，张真宁

《北京理工大学学报》

2007

Fisher Z分布流形的几何结构

仲锋惟，孙华飞，张真宁

《科技导报》

精选作品

期刊论文

次模函数在交通优化问题应用的系统综述

连续DR次模最大化问题的理论与算法综述

Non-Submodular Maximization Subject to a Knapsack Constraint on the Integer Lattice

Regularized Submodular Maximization over Integer Lattice

Online learning under one sided $$\sigma $$-smooth function

Online Weakly DR-Submodular Optimization Under Stochastic Cumulative Constraints

Robust Correlation Clustering Problem with Locally Bounded Disagreements

A bi-criteria algorithm for online non-monotone maximization problems: DR-submodular+concave

Maximizing Submodular+Supermodular Functions Subject to a Fairness Constraint

A Note on Maximizing Regularized Submodular Functions Under Streaming

带基数约束的次模+超模(BP)函数最大化问题的流算法

Parallelized maximization of nonmonotone one-sided σ -smooth function

Maximizing the Differences Between a Monotone DR-Submodular Function and a Linear Function on the Integer Lattice

Private non-monotone submodular maximization

Adaptive influence maximization under fixed observation time-step

One-pass streaming algorithm for DR-submodular maximization with a knapsack constraint over the integer lattice

Weakly k-submodular Maximization Under Matroid Constraint

Online Non-monotone DR-Submodular Maximization: 1/4 Approximation Ratio and Sublinear Regret

Online Weakly DR-Submodular Optimization with Stochastic Long-Term Constraints

Online One-Sided Smooth Function Maximization

Approximation Algorithm for Min-Max Correlation Clustering Problem with Outliers

One‐pass streaming algorithm for monotone lattice submodular maximization subject to a cardinality constraint

Maximizing DR-submodular+supermodular functions on the integer lattice subject to a cardinality constraint

Streaming Algorithms for Maximizing Monotone DR-Submodular Functions with a Cardinality Constraint on the Integer Lattice

A Streaming Model for Monotone Lattice Submodular Maximization with a Cardinality Constraint

Streaming Algorithms for Monotone DR-Submodular Maximization Under a Knapsack Constraint on the Integer Lattice

Measured Continuous Greedy with Differential Privacy

Fixed Observation Time-Step: Adaptive Influence Maximization

k-均值问题的理论与算法综述

Approximation Algorithms for the Lower-Bounded k-Median and Its Generalizations

Approximation Algorithms for the Lower-Bounded Knapsack Median Problem

Maximizing a monotone non-submodular function under a knapsack constraint

A survey on theory and algorithms for bm$k$-means problems

Statistical Einstein manifolds of exponential families with group-invariant potential functions

A Note on Submodularity Preserved Involving the Rank Functions

Local search approximation algorithms for the sum of squares facility location problems

Greedy Algorithm for Maximization of Non-submodular Functions Subject to Knapsack Constraint

A spectral partitioning algorithm for maximum directed cut problem

Local search approximation algorithms for the k-means problem with penalties

A local search approximation algorithm for a squared metric k-facility location problem

晶粒直径的信息几何结构

A Local Search Approximation Algorithm for the k-means Problem with Penalties

A Local Search Approximation Algorithm for a Squared Metric k-Facility Location Problem

A Spectral Partitioning Algorithm for Maximum Directed Cut Problem

经典理想气体模型的信息几何结构及不稳定性

二元Weibull统计流形的对偶几何结构及其不稳定性

A Natural Gradient Algorithm for Stochastic Distribution Systems

An information geometric algorithm for multi-input and multi-output stochastic distribution control systems with output feedback vector

A Statistical Cohomogeneity One Metric on the Upper Plane with Constant Negative Curvature

Natural gradient algorithm for stochastic distribution systems with output feedback

信息几何及其应用

股票收益率的信息几何

Fisher Z分布流形的几何结构

预印本

A Local Search Approximation Algorithm for a Sum-of-Squares 𝑘-Facility Location Problem

研究方向