| 2025 | APWEB | Decision Support System for Stock Trading Based on Priority Box Experience Replay via Deep Q-Network. | Yuxiao Yan, Changsheng Zhang, Bin Zhang |
| 2025 | ECAI | CogniSNN: An Exploration to Random Graph Architecture Based Spiking Neural Networks with Enhanced Depth-Scalability and Path-Plasticity. | Yongsheng Huang, Peibo Duan, Zhipeng Liu, Kai Sun, Changsheng Zhang, Bin Zhang, Mingkun Xu |
| 2025 | ICANN | A Subject-Independent Stress Detection Model Based on Temporal Feature Disentanglement. | Qingwei Zeng, Peibo Duan, Yongsheng Huang, Changsheng Zhang |
| 2025 | ICONIP | Gated Fusion Enhanced Multi-scale Hierarchical Graph Convolutional Network for Stock Movement Prediction. | Xiaosha Xue, Peibo Duan, Zhipeng Liu, Qi Chu, Changsheng Zhang, Bin Zhang |
| 2025 | IJCAI | Template3D-AD: Point Cloud Template Matching Method Based on Center Points for 3D Anomaly Detection. | Yi Liu, Changsheng Zhang, Yufei Yang |
| 2023 | ICDM | E2VQ: Enabling Expressive, Efficient, and Verifiable Queries over Blockchain Databases. | Zexin Wang, Qiang Wang, Zi Jiao, Zhifan Huang, Changsheng Zhang, Fucai Zhou, Che Bian |
| 2023 | ICNC | An Informer Based Method for Stock Intraday Price Praediction. | Ying Ding, Changsheng Zhang, Chen Zhang |
| 2023 | ICNC | Classification of Diabetic Retinopathy Based on Lesion-Sliced Detection. | Shaoqi Dong, Ziyun Song, Yue Liu, Liming Liu, Chen Zhang, Bin Zhang, Changsheng Zhang |
| 2023 | ICSOC | Fast Configuring and Training for Providing Context-Aware Personalized Intelligent Driver Assistance Services. | Jun Na, Handuo Zhang, Ouwen Zhu, Weiye Xie, Bin Zhang, Changsheng Zhang |
| 2019 | ICNC | Deep Learning Training Management Platform Based on Distributed Technologies in Resource-Constrained Scenarios. | Jie Li, Guoteng Wang, Changsheng Zhang, Bin Zhang |
| 2019 | ICNC | Unmanned Aerial Vehicles Path Planning Based on Deep Reinforcement Learning. | Guoqiu Wang, Xuanyu Zheng, Haitong Zhao, Qidong Zhao, Changsheng Zhang, Bin Zhang |
| 2019 | ICNC | A Heuristic Scout Search Mechanism for Artificial Bee Colony Algorithm. | Ying Wu, Jian Xu, Changsheng Zhang |
| 2017 | ICNC | A novel multi-objective genetic algorithm for the QoS based multicast routing and wavelength allocation problem in WDM network. | Ruonan Sun, Shu Zhang, Bin Zhang, Changsheng Zhang |
| 2016 | ICNC | A research of multi-objective service selection problem based on MOACS algorithm. | Liping Huang, Bin Zhang, Xun Yuan, Changsheng Zhang, Anxiang Ma |
| 2016 | ICNC | A multi-objective optimization method for service composition problem with sharing property. | Jiaxu Ning, Haitong Zhao, Changsheng Zhang, Bin Zhang |
| 2016 | ICNC | A multi-objective hybrid genetic algorithm for detecting communities in complex networks. | Xiaohonag Zhng, Bin Zhang, Changsheng Zhang, Anxiang Ma |
| 2016 | ICWS | Cost Optimization Oriented Dynamic Resource Allocation for Service-based System in the Cloud Environment. | Anxiang Ma, Changsheng Zhang, Bin Zhang, Xiaohong Zhang |
| 2015 | ICNC | A novel Bi-Ant colony optimization algorithm for solving multi-objective service selection problem. | Liping Huang, Bin Zhang, Xun Yuan, Changsheng Zhang, Anxiang Ma |
| 2015 | ICNC | Multi-objective service compositon optimization using differential evolution. | Yingqiang Zhou, Changsheng Zhang, Bin Zhang |
| 2015 | SERVICES | A Composite Service Selection Method Supporting Service-Sharing across Multi-SLAs. | Yuesong Zhang, Bin Zhang, Changsheng Zhang, Jiaxuan Wu |
| 2014 | ICWS | Correlation-Supported Composite Service Reselection. | Yuesong Zhang, Bin Zhang, Changsheng Zhang |
| 2012 | ICNC | An improved ant-based clustering algorithm. | Changsheng Zhang, Mengli Zhu, Bin Zhang |
| 2009 | GRC | An efficient discrete particle swarm algorithm for Task Assignment Problems. | Qingyun Yang, Chunjie Wang, Changsheng Zhang |
| 2008 | ICNC | Value Ordering for Solving CSP Based on Preprocessing. | Bo Li, Xingjun Zhu, Changsheng Zhang, Xinhua Wang |
| 2007 | ICNC | A Novel GA-LM Based Hybrid Algorithm. | Changsheng Zhang, Jigui Sun, Qiansheng Wang, Zhe Feng |