| 2026 | GECCO | Deep Reinforcement Learning Driven Strategy Design for Distributed Consensus Black-Box Evolutionary Optimization. | Duomao Zhuang, Wei-Neng Chen, Tai-You Chen |
| 2025 | AAAI | Evolutionary Reinforcement Learning with Parameterized Action Primitives for Diverse Manipulation Tasks. | Xianxu Qiu, Haiming Huang, Weiwei Chen, Qiuzhen Lin, Wei-Neng Chen, Fuchun Sun |
| 2025 | ECAI | Population-Based Multi-Objective Reinforcement Learning with Information Sharing and Differentiation. | Xiaoqiang Wu, Qingling Zhu, Junkai Ji, Qiuzhen Lin, Wei-Neng Chen, Jianqiang Li |
| 2025 | GECCO | Multi-Agent Swarm Optimization for Decentralized Energy Management Considering Game Behaviors of Electric Vehicles. | Tai-You Chen, Feng-Feng Wei, Wei-Neng Chen |
| 2025 | INFOCOM | Decentralized Evolutionary Optimization for Multi-Target Tracking and Data Association with Bearing-only Measurements. | Tai-You Chen, Wei-Neng Chen, Feng-Feng Wei, Yang Wang |
| 2025 | PRICAI | Boost Cross-Distribution Generalization by Expert Multi-head Attention for Capacitated Arc Routing Problem. | Chennuo Hu, Yang Wang, Ya-Hui Jia, Wei-Neng Chen |
| 2025 | SMC | A Tree-Based Broad Learning System-Assisted Evolutionary Algorithm with Incremental Learning for Expensive Optimization. | Fang-Chen Dong, Feng-Feng Wei, Ming-Can Geng, Wei-Neng Chen |
| 2025 | SMC | Crowdsourcing Knowledge Integration Evolutionary Transfer Optimization for Feature Selection. | Shu-Rui Liang, Feng-Feng Wei, Wei-Neng Chen |
| 2025 | SMC | Multi-Agent DRL-Based Online Path Planning for UAV Power Tower Inspection with Travel Time Uncertainty. | Wei Liu, Feng-Feng Wei, Wen-Jin Qiu, Wei-Neng Chen |
| 2024 | AAAI | ERL-TD: Evolutionary Reinforcement Learning Enhanced with Truncated Variance and Distillation Mutation. | Qiuzhen Lin, Yangfan Chen, Lijia Ma, Wei-Neng Chen, Jianqiang Li |
| 2024 | AAAI | Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation. | Qingling Zhu, Xiaoqiang Wu, Qiuzhen Lin, Wei-Neng Chen |
| 2024 | CEC | Generate a Single Heuristic for Multiple Dynamic Flexible Job Shop Scheduling Tasks by Genetic Programming. | Jiayin Chen, Ya-Hui Jia, Ying Bi, Wei-Neng Chen |
| 2024 | CEC | A Bilevel Hybrid Genetic Algorithm for Capacitated Electric Vehicle Routing Problem. | Chang-Tao Feng, Ya-Hui Jia, Qiang Yang, Wei-Neng Chen, Huaiguang Jiang |
| 2024 | GECCO | An Order-aware Adaptive Iterative Local Search Metaheuristic for Multi-depot UAV Pickup and Delivery Problem. | Xiang-Ling Chen, Xiao-Cheng Liao, Feng-Feng Wei, Wei-Neng Chen |
| 2024 | GECCO | An Improved Evolutionary Reinforcement Learning Algorithm for UAV Online Target Tracking. | Bai-Jiang Yu, Feng-Feng Wei, Tai-You Chen, Wei-Neng Chen |
| 2024 | SMC | Influence Distribution for Misinformation Containment Under Competitive Activation Models. | Ming Gu, Wei-Neng Chen, Xiao-Min Hu, Sang-Woon Jeon |
| 2024 | SMC | EARL-Light: An Evolutionary Algorithm-Assisted Reinforcement Learning for Traffic Signal Control. | Jing-Yuan Chen, Feng-Feng Wei, Tai-You Chen, Xiao-Min Hu, Sang-Woon Jeon, Yang Wang, Wei-Neng Chen |
| 2024 | SMC | Evolutionary Reinforcement Learning with Double Replay Buffers for UAV Online Target Tracking. | Bai-Jiang Yu, Feng-Feng Wei, Xiao-Min Hu, Sang-Woon Jeon, Wenjian Luo, Wei-Neng Chen |
| 2023 | GECCO | Adaptive Particle Swarm Optimization with Local Search for Multi-robot Multi-point Dynamic Aggregation. | Shihao Dai, Ya-Hui Jia, Wei-Neng Chen, Yi Mei |
| 2023 | ICONIP | DeepLink: Triplet Embedding and Spatio-Temporal Dynamics Learning of Link Representations for Travel Time Estimation. | Jiezhang Li, Yue-Jiao Gong, Ting Huang, Wei-Neng Chen |
| 2023 | ICONIP | An Interactive Evolutionary Algorithm for Ceramic Formula Design. | Wen-Xiang Song, Wei-Neng Chen, Ya-Hui Jia |
| 2023 | SMC | Heuristic Navigation Model Based on Genetic Programming for Multi-UAV Power Inspection Problem with Charging Stations. | Xiang-Ling Chen, Xiao-Cheng Liao, Wei-Neng Chen |
| 2023 | SMC | Influence Maximization with Reverse Influence Sampling and Evolutionary Algorithm. | Ying-Hao Du, Wen-Jin Qiu, Wei-Neng Chen |
| 2023 | SMC | Automated Order Dispatching Strategies Design Using Genetic Programming for Dynamic Ridesharing Problem. | Chong-Jiong Fan, Ya-Hui Jia, Wei-Neng Chen |
| 2023 | SMC | Handling Data Distortion in IM Based on Network Embedding and Ant Colony Optimization. | Jin-Yong Li, Xuan-Li Shi, Wei-Neng Chen |
| 2023 | SMC | An Adaptive Community-Based Influence Maximization Algorithm in Social Networks. | Kun Pan, Wen-Jin Qiu, Wei-Neng Chen |
| 2023 | SMC | Genetic Algorithm with Dynamic Fitness Sharing Niching Method for Multimodal Opinion Maximization Problem. | Rong Wan, Wei-Neng Chen, Xuan-Li Shi, Ming-Can Geng |
| 2023 | SMC | ECdo: An Edge Computing Distributed Data-Driven Evolutionary Optimization Platform. | Qing-Ye Zeng, Feng-Feng Wei, Xiao-Qi Guo, Wei-Neng Chen |
| 2023 | SMC | A Nash-Based Evolutionary Algorithm for Dynamic Optimization in Multi-target UAV Tracking. | Rui Zhu, Tai-You Chen, Wei-Neng Chen |
| 2022 | GECCO | Multi-workflow scheduling in industrial edge: a genetic algorithm with heuristic strategy. | Xiang-Ling Chen, Zhi-Xuan Zhang, Ming-Can Geng, Wei-Neng Chen |
| 2022 | GECCO | A distributed particle swarm optimization algorithm for distributed clustering. | Zi-Xing Li, Xiao-Qi Guo, Wei-Neng Chen, Xiao-Min Hu |
| 2022 | GECCO | A classification-assisted level-based learning evolutionary algorithm for expensive multiobjective optimization problems. | Zhuo Liu, Xiaolin Xiao, Feng-Feng Wei, Wei-Neng Chen |
| 2022 | GECCO | A surrogate-assisted multi-objective evolutionary algorithm for shelter locating and evacuation planning. | Shi-Cheng Zha, Wei-Neng Chen, Wen-Jin Qiu, Xiao-Min Hu |
| 2022 | ICONIP | Combining Traffic Assignment and Traffic Signal Control for Online Traffic Flow Optimization. | Xiao-Cheng Liao, Wen-Jin Qiu, Feng-Feng Wei, Wei-Neng Chen |
| 2022 | SMC | A Distributed Cooperative Co-Evolutionary Algorithm Based on Ring Network for Distributed Large-Scale Optimization. | Wen-Jie Ou, Xuan-Li Shi, Wei-Neng Chen |
| 2022 | SMC | A Voronio-Diagram-Based Fine-Grained Model For Layout Of Charging Piles With An Adaptive Particle Swarm Optimizer. | Xue-Yue Yang, Zhe-Xi Wen, Wei-Neng Chen |
| 2021 | GECCO | An empirical study of cooperative frequency in distributed cooperative co-evolution. | Ling-Yu Li, Wen-Jie Ou, Xiao-Min Hu, Wei-Neng Chen, An Song |
| 2020 | CEC | One-stage and Dual-heuristic Particle Swarm optimization for Virtual Network Embedding. | An Song, Wei-Neng Chen, Xiao-Min Hu |
| 2020 | GECCO | Multi-objective ant colony optimization for task allocation in vehicle-based crowdsourcing. | Jian Shi, Wei-Neng Chen |
| 2020 | ICONIP | Dynamic Cloud Workflow Scheduling with a Heuristic-Based Encoding Genetic Algorithm. | Jian-Ping Xiao, Xiao-Min Hu, Wei-Neng Chen |
| 2020 | SMC | A Gaussian Process Assisted Offline Estimation of Multivariate Gaussian Distribution Algorithm. | Xin-Xin Ma, Wei-Neng Chen, Qiang Yang |
| 2020 | SMC | An Ant Colony Optimization Approach to Connection-Aware Virtual Machine Placement for Scientific Workflows. | Li-Tao Tan, Wei-Neng Chen, Xiao-Min Hu |
| 2020 | SMC | Discrete Resource Allocation in Epidemic Control with Heuristic Majority-Voting Particle Swarm Optimization. | Tianfang Zhao, Wei-Neng Chen, Xiaokun Wu, Liang Yang, Qiang Yang |
| 2019 | CEC | A Histogram Estimation of Distribution Algorithm for Reversible Lanes Optimization Problems. | Rui You, Wei-Neng Chen, Yue-Jiao Gong, Ying Lin, Jun Zhang |
| 2019 | ICONIP | Ant Colony System for Carpool Service Problem with High Seating Capacity. | Zhi-Min Huang, Wei-Neng Chen, Wen Shi, Xiao-Min Hu |
| 2019 | ISNN | An Improved Selection Operator for Multi-objective Optimization. | Hong Zhao, Zhi-Hui Zhan, Wei-Neng Chen, Xiaonan Luo, Tianlong Gu, Ren-Chu Guan, Lan Huang, Jun Zhang |
| 2018 | GECCO | A histogram estimation of distribution algorithm for resource scheduling. | Li-Tao Tan, Wei-Neng Chen, Jun Zhang |
| 2018 | ICONIP | An Estimation of Distribution Algorithm for Large-Scale Optimization with Cooperative Co-evolution and Local Search. | Jia-Ying Lin, Wei-Neng Chen, Jun Zhang |
| 2018 | ISNN | Estimation of Distribution Algorithm for Autonomous Underwater Vehicles Path Planning. | Run-Dong Liu, Zhi-Hui Zhan, Wei-Neng Chen, Zhiwen Yu, Jun Zhang |
| 2017 | CEC | A parallel Ant Colony System based on region decomposition for Taxi-Passenger Matching. | Xin Situ, Wei-Neng Chen, Yue-Jiao Gong, Ying Lin, Wei-Jie Yu, Zhiwen Yu, Jun Zhang |
| 2017 | CEC | Link mapping-oriented ant colony system for virtual network embedding. | Hong-Kun Zheng, Jing-Jing Li, Yue-Jiao Gong, Wei-Neng Chen, Zhiwen Yu, Zhi-Hui Zhan, Ying Lin |
| 2017 | GECCO | Fast 3D path planning based on heuristic-aided differential evolution. | Ning Ma, Xue Yu, Wei-Neng Chen, Jun Zhang |
| 2017 | GECCO | Fast pedestrian detection using multimodal estimation of distribution algorithms. | Da-Zhao Tan, Wei-Neng Chen, Jun Zhang, Wei-Jie Yu |
| 2017 | SMC | Overlapped cooperative co-evolution for large scale optimization. | An Song, Wei-Neng Chen, Peng-Ting Luo, Yue-Jiao Gong, Jun Zhang |
| 2017 | SMC | An ant colony system based virtual network embedding algorithm. | Jiabin Wang, Wei-Neng Chen, Hao Cong, Zhi-Hui Zhan, Jun Zhang |
| 2016 | CEC | Differential evolution with double-level archives for bi-objective cloud task scheduling. | Fei-Long He, Wei-Neng Chen, Xiao-Min Hu |
| 2016 | CEC | A random-based dynamic grouping strategy for large scale multi-objective optimization. | An Song, Qiang Yang, Wei-Neng Chen, Jun Zhang |
| 2016 | CEC | Multiple parents guided differential evolution for large scale optimization. | Qiang Yang, Han-Yu Xie, Wei-Neng Chen, Jun Zhang |
| 2015 | CEC | Composite differential evolution with queueing selection for multimodal optimization. | Yuhui Zhang, Yue-Jiao Gong, Wei-Neng Chen, Jun Zhang |
| 2015 | GECCO | An Ant Colony Optimizing Algorithm Based on Scheduling Preference for Maximizing Working Time of WSN. | Yu Liu, Wei-Neng Chen, Xiaomin Hu, Jun Zhang |
| 2015 | GECCO | A Dimension-Decreasing Particle Swarm Optimization Method for Portfolio Optimization. | Jiabin Wang, Wei-Neng Chen, Jun Zhang, Ying Lin |
| 2015 | GECCO | A Set-based Comprehensive Learning Particle Swarm Optimization with Decomposition for Multiobjective Traveling Salesman Problem. | Xue Yu, Wei-Neng Chen, Xiaomin Hu, Jun Zhang |
| 2015 | SMC | An Analysis of Binary Particle Swarm Optimizers for Task Assigning Problem in Wireless Sensor Networks. | Xu-Long Zeng, Wei-Neng Chen, Jun Zhang |
| 2014 | GECCO | A PSO approach for software project planning. | Ya-Hui Jia, Wei-Neng Chen, Xiaomin Hu |
| 2014 | GECCO | Energy aware virtual machine placement scheduling in cloud computing based on ant colony optimization approach. | Xiao Fang Liu, Zhi-Hui Zhan, Ke-Jing Du, Wei-Neng Chen |
| 2014 | GECCO | Normalization group brain storm optimization for power electronic circuit optimization. | Guang-Wei Zhang, Zhi-Hui Zhan, Ke-Jing Du, Wei-Neng Chen |
| 2014 | ICNC | Pseudo multi-population differential evolution for multimodal optimization. | Hao-Feng Li, Yue-Jiao Gong, Zhi-Hui Zhan, Wei-Neng Chen, Jun Zhang |