Branch and Bound Algorithm for a Single Vehicle Routing Problem with Toll-by-Weight Scheme. - Zizhen Zhang; Hu Qin; Andrew Lim 001; Songshan Guo (IEA/AIE (3), 2010)

A memetic algorithm for solving multiperiod vehicle routing problem with profit. - Chan Hou Che; Zizhen Zhang; Andrew Lim 001 (GECCO (Companion), 2011)

A genetic algorithm for the freight consolidation problem with one-dimensional container loading. - Zizhen Zhang; Hu Qin; Andrew Lim 001 (GECCO, 2011)

The single vehicle routing problem with toll-by-weight scheme: A branch-and-bound approach. - Zizhen Zhang; Hu Qin; Wenbin Zhu; Andrew Lim 001 (Eur. J. Oper. Res., 2012)

Stability and Bifurcation in a Delayed Holling-Tanner Predator-Prey System with Ratio-Dependent Functional Response. - Juan Liu 004; Zizhen Zhang; Ming Fu (J. Appl. Math., 2012)

A Tree-Based Tabu Search Algorithm for the Manpower Allocation Problem with TimeWindows and Job-Teaming Constraints. - Yilin Cai; Zizhen Zhang; Songshan Guo; Hu Qin; Andrew Lim 001 (IJCAI, 2013)

A memetic algorithm for the multiperiod vehicle routing problem with profit. - Zizhen Zhang; Oscar Che; Brenda Cheang; Andrew Lim 001; Hu Qin (Eur. J. Oper. Res., 2013)

Hopf Bifurcation Analysis for a Four-Dimensional Recurrent Neural Network with Two Delays. - Zizhen Zhang; Huizhong Yang (J. Appl. Math., 2013)

A Branch-and-Bound Algorithm for the Talent Scheduling Problem. - Xiaocong Liang; Zizhen Zhang; Hu Qin; Songshan Guo; Andrew Lim 001 (IEA/AIE (1), 2014)

The Stowage Stack Minimization Problem with Zero Rehandle Constraint. - Ning Wang; Zizhen Zhang; Andrew Lim 001 (IEA/AIE (2), 2014)

The Multi-period Profit Collection Vehicle Routing Problem with Time Windows. - Yubin Xie; Zizhen Zhang; Hu Qin; Songshan Guo; Andrew Lim 001 (IEA/AIE (2), 2014)

A memetic algorithm for the capacitated m-ring-star problem. - Zizhen Zhang; Hu Qin; Andrew Lim 001 (Appl. Intell., 2014)

A Tabu Search Algorithm for the Multi-period Inspector Scheduling Problem. - Hu Qin; Zizhen Zhang; Yubin Xie; Andrew Lim 001 (CoRR, 2014)

The freight consolidation and containerization problem. - Hu Qin; Zizhen Zhang; Zhuxuan Qi; Andrew Lim 001 (Eur. J. Oper. Res., 2014)

An Efficient Forest-Based Tabu Search Algorithm for the Split-delivery Vehicle Routing Problem. - Zizhen Zhang; Huang He; Zhixing Luo; Hu Qin; Songshan Guo (AAAI, 2015)

A tabu search algorithm for the multi-period inspector scheduling problem. - Hu Qin; Wei Ming; Zizhen Zhang; Yubin Xie; Andrew Lim 001 (Comput. Oper. Res., 2015)

Stability and bifurcation in a stage-structured predator-prey system with Holling-II functional response and multiple delays. - Zizhen Zhang; Huizhong Yang (Int. J. Comput. Math., 2015)

An enhanced branch-and-bound algorithm for the talent scheduling problem. - Hu Qin; Zizhen Zhang; Andrew Lim 001; Xiaocong Liang (Eur. J. Oper. Res., 2016)

Multiobjective local search for community detection in networks. - Yalan Zhou; Jiahai Wang; Ningbo Luo; Zizhen Zhang (Soft Comput., 2016)

Multiobjective Approaches for the Ship Stowage Planning Problem Considering Ship Stability and Container Rehandles. - Zizhen Zhang; Chung-Yee Lee (IEEE Trans. Syst. Man Cybern. Syst., 2016)

M-NSGA-II: A Memetic Algorithm for Vehicle Routing Problem with Route Balancing. - Yuyan Sun; Yuxuan Liang; Zizhen Zhang; Jiahai Wang (IEA/AIE (1), 2017)

A feasibility-based heuristic for the container pre-marshalling problem. - Ning Wang; Bo Jin 002; Zizhen Zhang; Andrew Lim 001 (Eur. J. Oper. Res., 2017)

Stability and Hopf Bifurcation for a Delayed Computer Virus Model with Antidote in Vulnerable System. - Zizhen Zhang; Yougang Wang; Massimiliano Ferrara (J. Control. Sci. Eng., 2017)

Forest-based Tabu Search to the Split-delivery Capacitated Arc-routing Problem. - Qidong Lai; Zizhen Zhang; Xin Jin; Hu Qin (CASE, 2018)

Multiobjective Optimization Approaches to Airline Crew Rostering Problems: A Case Study. - Zizhen Zhang; MengChu Zhou; Songshan Guo (CASE, 2018)

Adaptive Ant Colony Optimization for Solving the Parking Lot Assignment Problem. - Youchi Zhang; Zizhen Zhang; Shaohua Teng (ICNC-FSKD, 2018)

Solving the last mile delivery problem using iterated local search approach. - Zhongkai Cai; Zizhen Zhang; Huang He (ICNSC, 2018)

A hybrid algorithm for the vehicle routing problem with compatibility constraints. - Can Liu; Zizhen Zhang; Xinxin Su; Hu Qin (ICNSC, 2018)

The Gestation Delay: A Factor Causing Complex Dynamics in Gause-Type Competition Models. - Zizhen Zhang; Ranjit Kumar Upadhyay; Rashmi Agrawal; Jyotiska Datta (Complex., 2018)

The Quay Crane Scheduling Problem With Stability Constraints. - Zizhen Zhang; Ming Liu 008; Chung-Yee Lee; Jiahai Wang (IEEE Trans Autom. Sci. Eng., 2018)

A Delayed Predator-prey Model for Worm Propagation in Computer Systems. - Jian Ding; Zizhen Zhang; Xuemin Chen (ICNSC, 2019)

Restricted Neighborhood Search for Large Scale Vehicle Routing Problems. - Hong Liu; Zizhen Zhang; Xiwang Guo 001 (ICNSC, 2019)

Collective Mobile Sequential Recommendation: A Recommender System for Multiple Taxicabs. - Tongwen Wu; Zizhen Zhang; Yanzhi Li; Jiahai Wang (ICTAI, 2019)

A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems. - Bo Peng; Jiahai Wang; Zizhen Zhang (ISICA, 2019)

MODRL/D-AM: Multiobjective Deep Reinforcement Learning Algorithm Using Decomposition and Attention Model for Multiobjective Optimization. - Hong Wu; Jiahai Wang; Zizhen Zhang (ISICA, 2019)

GMMA: GPU-based multiobjective memetic algorithms for vehicle routing problem with route balancing. - Zizhen Zhang; Yuyan Sun; Hong Xie; Yi Teng; Jiahai Wang (Appl. Intell., 2019)

Hopf Bifurcation Analysis of a Synthetic Drug Transmission Model with Time Delays. - Zizhen Zhang; Fangfang Yang; Wanjun Xia (Complex., 2019)

Structurally Selective Mechanism of Liver X Receptor Ligand: In Silico and In Vitro Studies. - Peng Ding 004; Ziyang Chen; Hao Chen; Zizhen Zhang; Zhihong Liu; Xin Yan 006; Huihao Zhou; Qiong Gu; Chanjuan Li; Jun Xu 017 (J. Chem. Inf. Model., 2019)

Timetable Optimization for Regenerative Energy Utilization in Subway Systems. - Hongjie Liu; MengChu Zhou; Xiwang Guo 001; Zizhen Zhang; Bin Ning; Tao Tang 004 (IEEE Trans. Intell. Transp. Syst., 2019)

Solving multitrip pickup and delivery problem with time windows and manpower planning using multiobjective algorithms. - Jiahai Wang; Yuyan Sun; Zizhen Zhang; Shangce Gao (IEEE CAA J. Autom. Sinica, 2020)

Harmonic mean type dynamics of a delayed giving up smoking model and optimal control strategy via legislation. - Zizhen Zhang; Ghaus ur Rahman; Ravi P. Agarwal (J. Frankl. Inst., 2020)

Construction-Based Optimization Approaches to Airline Crew Rostering Problem. - Zizhen Zhang; MengChu Zhou; Jiahai Wang (IEEE Trans Autom. Sci. Eng., 2020)

Cooperative Evolutionary Framework With Focused Search for Many-Objective Optimization. - Jiahai Wang; Binzhong Cen; Shangce Gao; Zizhen Zhang; Yuren Zhou (IEEE Trans. Emerg. Top. Comput. Intell., 2020)

Multi-Objective Optimization for the Vehicle Routing Problem With Outsourcing and Profit Balancing. - Zizhen Zhang; Hu Qin; Yanzhi Li (IEEE Trans. Intell. Transp. Syst., 2020)

A Hybrid Multiobjective Memetic Algorithm for Multiobjective Periodic Vehicle Routing Problem With Time Windows. - Jiahai Wang; Wenbin Ren; Zizhen Zhang; Han Huang 002; Yuren Zhou (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Tri-Goal Evolution Framework for Constrained Many-Objective Optimization. - Yalan Zhou; Min Zhu; Jiahai Wang; Zizhen Zhang; Yi Xiang; Jun Zhang 003 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

MODRL/D-EL: Multiobjective Deep Reinforcement Learning with Evolutionary Learning for Multiobjective Optimization. - Yongxin Zhang; Jiahai Wang; Zizhen Zhang; Yalan Zhou (IJCNN, 2021)

Solving Time-Dependent Traveling Salesman Problem with Time Windows with Deep Reinforcement Learning. - Guojin Wu; Zizhen Zhang; Hong Liu; Jiahai Wang (SMC, 2021)

Meta-Learning-based Deep Reinforcement Learning for Multiobjective Optimization Problems. - Zizhen Zhang; Zhiyuan Wu; Jiahai Wang (CoRR, 2021)

The inbound container space allocation in the automated container terminals. - Mingzhu Yu; Zhuobin Liang; Yi Teng; Zizhen Zhang; Xuwen Cong (Expert Syst. Appl., 2021)

Planning of Garbage Collection Service: An Arc-Routing Problem With Time-Dependent Penalty Cost. - Xin Jin; Hu Qin; Zizhen Zhang; Mengchu Zhou; Jiahai Wang (IEEE Trans. Intell. Transp. Syst., 2021)

Multiobjective Multiple Neighborhood Search Algorithms for Multiobjective Fleet Size and Mix Location-Routing Problem With Time Windows. - Jiahai Wang; Liangsheng Yuan; Zizhen Zhang; Shangce Gao; Yuyan Sun; Yalan Zhou (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Enhanced Branch-and-Bound Framework for a Class of Sequencing Problems. - Zizhen Zhang; Luyao Teng; Mengchu Zhou; Jiahai Wang; Hua Wang 002 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

UECA-Prompt: Universal Prompt for Emotion Cause Analysis. - Xiaopeng Zheng; Zhiyue Liu; Zizhen Zhang; Zhaoyang Wang; Jiahai Wang (COLING, 2022)

Edge-based Formulation with Graph Attention Network for Practical Vehicle Routing Problem with Time Windows. - Yongxin Zhang; Jiahai Wang; Zizhen Zhang (IJCNN, 2022)

Deep Reinforcement Learning with Two-Stage Training Strategy for Practical Electric Vehicle Routing Problem with Time Windows. - Jinbiao Chen; Huanhuan Huang; Zizhen Zhang; Jiahai Wang (PPSN (1), 2022)

Learning to Schedule Job-Shop Problems via Hierarchical Reinforcement Learning. - Zijun Liao; Qiwen Li; Yuanzhi Dai; Zizhen Zhang (SMC, 2022)

Weight-Specific-Decoder Attention Model to Solve Multiobjective Combinatorial Optimization Problems. - Te Ye; Zizhen Zhang; Jinbiao Chen; Jiahai Wang (SMC, 2022)

Solving Quadratic Traveling Salesman Problem with Deep Reinforcement Learning. - Hang Zhang; Zizhen Zhang; Jinbiao Chen; Jiahai Wang (SMC, 2022)

Benefits of market information and professional advice in a vertical agricultural supply chain: the role of government provision. - Mingzhu Yu; Yan Chen; Zelong Yi; Qi Wang; Zizhen Zhang (Int. J. Prod. Res., 2022)

Two-echelon vehicle routing problem with time windows and simultaneous pickup and delivery. - Hang Zhou; Hu Qin; Zizhen Zhang; Jiliu Li (Soft Comput., 2022)

Split-Delivery Capacitated Arc-Routing Problem With Time Windows. - Qidong Lai; Zizhen Zhang; Mingzhu Yu; Jiahai Wang (IEEE Trans. Intell. Transp. Syst., 2022)

VC-PPQ: Privacy-Preserving Q-Learning Based Video Caching Optimization in Mobile Edge Networks. - Zizhen Zhang; Tengfei Cao; Xiaoying Wang 002; Han Xiao; Jianfeng Guan (IEEE Trans. Netw. Sci. Eng., 2022)

Cooperative Multiobjective Evolutionary Algorithm With Propulsive Population for Constrained Multiobjective Optimization. - Jiahai Wang; Yanyue Li; Qingfu Zhang 001; Zizhen Zhang; Shangce Gao (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Hopf Bifurcation of a Delayed SVEIS Worm Propagation Model with Nonlinear Incidence Rate. - Zizhen Zhang; Weishi Zhang; Anwar Zeb (ICCSA (Workshops 1), 2023)

Solving Job-Shop Scheduling Problem via Deep Reinforcement Learning with Attention Model. - Zijun Liao; Jinbiao Chen; Zizhen Zhang (IEA/AIE (2), 2023)

Dynamic Attention Model - A Deep Reinforcement Learning Approach for Container Relocation Problem. - Fengwei Liu; Te Ye; Zizhen Zhang (IEA/AIE (2), 2023)

Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization. - Jinbiao Chen; Jiahai Wang; Zizhen Zhang; Zhiguang Cao; Te Ye; Siyuan Chen 005 (NeurIPS, 2023)

Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement. - Jinbiao Chen; Zizhen Zhang; Zhiguang Cao; Yaoxin Wu; Yining Ma 001; Te Ye; Jiahai Wang (NeurIPS, 2023)

Effect of Delay in SMS Worm Propagation in Mobile Network with Saturated Incidence Rate. - Zizhen Zhang; V. Madhusudanan; B. S. N. Murthy (Wirel. Pers. Commun., 2023)

Solving Dynamic Traveling Salesman Problems With Deep Reinforcement Learning. - Zizhen Zhang; Hong Liu; MengChu Zhou; Jiahai Wang (IEEE Trans. Neural Networks Learn. Syst., 2023)

Meta-Learning-Based Deep Reinforcement Learning for Multiobjective Optimization Problems. - Zizhen Zhang; Zhiyuan Wu; Hang Zhang; Jiahai Wang (IEEE Trans. Neural Networks Learn. Syst., 2023)

Generative Flow Networks with Symmetry Enhancement to Solve Vehicle Routing Problems. - Zizhen Zhang; Guoyao Rao; Deying Li 001; Yongcai Wang; Wenping Chen; Yuqing Zhu 002 (COCOA (2), 2024)

Generative Flow Networks for Influence Maximization in Social Networks. - Zizhen Zhang; Deying Li 001; Yongcai Wang; Wenping Chen; Yuqing Zhu 002 (COCOON (2), 2024)

Neural Combinatorial Optimization for Robust Routing Problem with Uncertain Travel Times. - Pei Xiao 006; Zizhen Zhang; Jinbiao Chen; Jiahai Wang; Zhenzhen Zhang (NeurIPS, 2024)

Learning Node-Pair Insertion for the Pickup and Delivery Problem with Time Windows. - Zhanhong Fang; Jinbiao Chen; Zizhen Zhang; Dawei Su (SMC, 2024)

A Discrete Diffusion-Based Approach for Solving Multi-Objective Traveling Salesman Problem. - Dawei Su; Zizhen Zhang; Jinbiao Chen; Zhanhong Fang (SMC, 2024)

Large Language Model Implemented Simulated Annealing Algorithm for Traveling Salesman Problem. - Debing Wang; Zizhen Zhang; Yi Teng (SMC, 2024)

Neural Model Embedded Heuristics for Robust Traveling Salesman Problem with Interval Uncertainty. - Pei Xiao 006; Zizhen Zhang; Jinbiao Chen; Jiahai Wang (SMC, 2024)

PTCC: A Privacy-Preserving and Trajectory Clustering-Based Approach for Cooperative Caching Optimization in Vehicular Networks. - Tengfei Cao; Zizhen Zhang; Xiaoying Wang 002; Han Xiao; Changqiao Xu (IEEE Trans. Sustain. Comput., 2024)

Greedy-based user selection for federated graph neural networks with limited communication resources. - Hancong Huangfu; Zizhen Zhang (Comput. Intell., 2024)

Beyond Minimum-of-N: Rethinking the Evaluation and Methods of Pedestrian Trajectory Prediction. - Linhui Li; Xiaotong Lin 002; Yejia Huang; Zizhen Zhang; Jian-Fang Hu (IEEE Trans. Circuits Syst. Video Technol., 2024)

Spatial-Aware Enhancement Based Dehazing Method for Low Illumination Images. - Juan Wang; Guanhai Chen; Sheng Wang; Nan Zhao; Hao Yang; Zizhen Zhang; Xuan Wang; Jixiang Shao (AINA (7), 2025)

Enhanced Nighttime Pedestrian Detection Algorithm Utilizing YOLOv8. - Juan Wang; Yv Pang; Shuyao Hu; Nan Zhao; Sheng Wang; Hao Yang; Jixiang Shao; Xuan Wang; Zizhen Zhang (AINA (2), 2025)

Rethinking Neural Multi-Objective Combinatorial Optimization via Neat Weight Embedding. - Jinbiao Chen; Zhiguang Cao; Jiahai Wang; Yaoxin Wu; Hanzhang Qin; Zizhen Zhang; Yue-Jiao Gong (ICLR, 2025)

Detection of moving small targets in infrared images for urban traffic monitoring. - Juan Wang 019; Hao Yang 063; Zizhen Zhang; Nan Zhao 006; Jixiang Shao; Minghua Wu; Zhigang Ma; Jialu Zhu; Xuan Wang; Haina Song (Internet Things, 2025)

Sequential decision based learning method for influence maximization. - Zizhen Zhang; Deying Li 001; Yongcai Wang; Wenping Chen; Yuqing Zhu 002 (Theor. Comput. Sci., 2025)

BOPO: Neural Combinatorial Optimization via Best-anchored and Objective-guided Preference Optimization. - Zijun Liao; Jinbiao Chen; Debing Wang; Zizhen Zhang; Jiahai Wang (CoRR, 2025)

Fairness-constrained multigroup influence maximization. - Zizhen Zhang; Deying Li 001; Yongcai Wang; Wenping Chen; Yuqing Zhu 002 (Knowl. Inf. Syst., 2025)

Solving Multiobjective Combinatorial Optimization via Learning to Improve Method. - Te Ye; Zizhen Zhang; Qingfu Zhang 001; Jinbiao Chen; Jiahai Wang (IEEE Trans. Emerg. Top. Comput. Intell., 2025)