| 2025 | ICML | Robust Multi-Agent Reinforcement Learning with Stochastic Adversary. | Ziyuan Zhou, Guanjun Liu, Mengchu Zhou, Weiran Guo |
| 2025 | IROS | Robust and Real-Time Perception and Planning for UGVs in Complex Outdoor Environments. | Dongjie Huo, Dengshuo Wang, Dong Zhang, Mengchu Zhou, Zhengcai Cao |
| 2025 | IROS | A Natural Human-Robot Interaction System for Teleoperation Based on Noncontact Haptic Feedback. | Letian Wei, Pengwen Xiong, Qi Wei, Aiguo Song, Mengchu Zhou |
| 2025 | VECoS | Reversibility-Aware Step Graphs for State Space Reduction and Reversibility Checking in Concurrent Systems. | Hao Dou, Mengchu Zhou, Shouguang Wang, Dan You, Wenli Duo |
| 2024 | SMC | Energy and Time-Optimized Task Scheduling with Simulated-Annealing-Based Firefly Algorithm in Hybrid Cloud Edge Computing. | Jing Bi, Xinmin Zhou, Haitao Yuan, Jia Zhang, Mengchu Zhou |
| 2024 | WWW | LARA: A Light and Anti-overfitting Retraining Approach for Unsupervised Time Series Anomaly Detection. | Feiyi Chen, Zhen Qin, Mengchu Zhou, Yingying Zhang, Shuiguang Deng, Lunting Fan, Guansong Pang, Qingsong Wen |
| 2024 | WWW | BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework. | Zhen Qin, Xueqiang Yan, Mengchu Zhou, Shuiguang Deng |
| 2023 | EWSN | Target Coverage-optimized Design and Operation of Wireless. | Xiaojian Zhu, Mengchu Zhou |
| 2023 | SMC | Fast Verification of Petri Net-Based Model of Industrial Decision-Making Systems: A Case Study. | Remigiusz Wisniewski, Justyna Patalas-Maliszewska, Marcin Wojnakowski, Marcin Topczak, Mengchu Zhou |
| 2023 | SMC | Autoencoder and Teaching-learning-based Optimizer for Mobile Edge Computing System Optimization Problems. | Dian Xu, Mengchu Zhou, Haitao Yuan |
| 2022 | ICDCS | Solving Source Location Problems with Particle Swarm Optimizer and Height Information. | Junqi Zhang, Yehao Lu, Mengchu Zhou |
| 2022 | SMC | Conflict-Based Search and Improvement Strategies for Solving a New Lexicographic Bi-Objective Multi-Agent Path Finding Problem. | Siyi Li, Xingyang Li, Mengchu Zhou, Ziyan Zhao, Shixin Liu |
| 2022 | SMC | Robustness Analysis of Generalized Regression Neural Network-based Fault Diagnosis for Transmission Lines. | Fatemeh Mohammadi Shakiba, Milad Shojaee, S. Mohsen Azizi, Mengchu Zhou |
| 2019 | SMC | Density Peak-based Pre-clustering Support Vector Machine for Multi-class Imbalanced Classification. | Zonglin Di, Qi Kang, Daogang Peng, Mengchu Zhou |
| 2019 | SMC | An Efficient Deep Belief Network with Fuzzy Learning for Nonlinear System Modeling. | Gongming Wang, Junfei Qiao, Jing Bi, Mengchu Zhou |
| 2019 | SMC | Learning Locomotion Skills via Model-based Proximal Meta-Reinforcement Learning. | Qing Xiao, Zhengcai Cao, Mengchu Zhou |
| 2018 | SMC | Geographical Scheduling of Multi-application Tasks for Cost Minimization in Distributed Green Data Centers. | Jing Bi, Haitao Yuan, Mengchu Zhou |
| 2018 | SMC | An Adaptive Pre-clustering Support Vector Machine for Binary Imbalanced Classification. | Zonglin Di, SiYa Yao, Qi Kang, Mengchu Zhou |
| 2018 | SMC | Stochastic Disassembly Sequence Optimization for Profit and Energy Consumption. | Yaping Fu, Mengchu Zhou, Xiwang Guo, Liang Qi |
| 2018 | SMC | An ABC-Based Subway Timetable Optimization Model for Regenerative Energy Utilization. | Hong-jie Liu, Mengchu Zhou, Xiwang Guo, Haoyue Liu, Tao Tang |
| 2018 | SMC | Adaptively Adjusting Dynamic Detection Cycle for Fault Detection in Clouds. | Peiyun Zhang, Sheng Shu, Mengchu Zhou |
| 2015 | SMC | Resource-Oriented Petri Net-Based Approach to Deadlock Prevention of AMSs. | Hefeng Chen, Naiqi Wu, Mengchu Zhou |
| 2015 | SMC | Fast Synthesis of Optimal and Structurally Simple Supervisors for Automated Manufacturing Systems. | Bo Huang, Mengchu Zhou |
| 2015 | SMC | A Hessian-Free Optimization-Based Approach to Latent-Factor-Based QoS Predictors with High Accuracy. | Xin Luo, Yunni Xia, Qingsheng Zhu, Mengchu Zhou |
| 2015 | SMC | Group Decision-Making Inspired Particle Swarm Optimization in Noisy Environment. | Ji Ma, Junqi Zhang, Mengchu Zhou |
| 2015 | SMC | Solving Stationary and Stochastic Point Location Problem with Optimal Computing Budget Allocation. | Junqi Zhang, Liang Zhang, Mengchu Zhou |
| 2015 | SMC | Scheduling Close-Down Processes Subject to Wafer Residency Constraints for Single-Arm Cluster Tools. | Qinghua Zhu, Mengchu Zhou, Yan Qiao, Naiqi Wu |
| 2015 | SEKE | System Architecture of a Train Sensor Network for Ubiquitous Safety Monitoring. | Guoqiang Cai, Mengchu Zhou |
| 2012 | CIS | Adaptive Finite Element Analysis in the Application of Electromagnetic Mechanics. | Tao Wen, Zhengfeng Ming, Mengchu Zhou |
| 2011 | ICWS | Web Service Composition Techniques in a Health Care Service Platform. | Pengwei Wang, Zhijun Ding, Changjun Jiang, Mengchu Zhou |
| 2011 | SMC | Liveness supervision of AMS with complex processes using Petri nets. | Hesuan Hu, Ying Tang, Mengchu Zhou, Zhiwu Li |
| 2010 | ICCSA | DPLWN: A Novel Model for Designing and Implementing Dynamic Business Processes and Process Changes. | Yin Li, Chuang Lin, Shanchen Pang, Mengchu Zhou |
| 2010 | SMC | Performance measurement and analysis of low data rate wireless communication under interference sources in buildings. | Wenqi Guo, William M. Healy, Mengchu Zhou |
| 2010 | SMC | Deadlock resolution method for automated manufacturing systems modeled with Petri nets. | Hesuan Hu, Mengchu Zhou, Zhiwu Li |
| 2009 | ICWS | A Petri Net Siphon Based Solution to Protocol-Level Service Composition Mismatches. | PengCheng Xiong, Mengchu Zhou, Calton Pu |
| 2009 | SMC | An Emerging Technology for Improved Building Automation Control. | Wenqi Guo, Mengchu Zhou |
| 2009 | SMC | Technologies toward Thermal Comfort-based and Energy-efficient HVAC Systems: A Review. | Wenqi Guo, Mengchu Zhou |
| 2009 | SMC | A New Class of Petri Nets for Modeling and Control of Ratio-enforced Resource Allocation Systems. | Hesuan Hu, Mengchu Zhou, Zhiwu Li |
| 2009 | SMC | Design of Petri Net-based Deadlock Prevention Controllers for Flexible Manufacturing Systems. | Weimin Wu, Mengchu Zhou, Guoqiang Zeng, Wei-Jie Mao, Hongye Su, Jian Chu |
| 2008 | SMC | Two generalized-petri-net-based strategies for deadlock prevention in resource allocation systems. | Hesuan Hu, Zhiwu Li, Mengchu Zhou |
| 2007 | SMC | An information-theoretic detector based scheme for registration of speckled medical images. | Zhe Wendy Wang, Gregory G. Slabaugh, Gozde B. Unal, Mengchu Zhou, Tong Fang |
| 2006 | ER | Modeling Service Compatibility with Pi-calculus for Choreography. | ShuiGuang Deng, Zhaohui Wu, Mengchu Zhou, Ying Li, Jian Wu |
| 2005 | SMC | Petri-net modeling of bio-signal networks. | Jingong Pan, Zhiyun Wang, Mengchu Zhou |
| 2003 | SMC | A prioritized parallel transmission MAC protocol for all-IP wireless WAN beyond 3G. | Zaihan Jiang, Mengchu Zhou |
| 2003 | SMC | Low resonant frequency storage and transfer in structured water cluster. | Jingong Pan, Kang-Nian Zhu, Mengchu Zhou, Zhi Y. Wang |
| 2003 | SMC | Design and analysis of sequential function charts using sensor-based stage Petri Nets. | ShihSen Peng, Mengchu Zhou |
| 2002 | SMC | A synopsis of Petri net classes for manufacturing automation. | Mengchu Zhou, ShihSen Peng |
| 2001 | SMC | Conversion between discrete images and organized 3D file formats. | Congzhe Zhang, Mengchu Zhou, Jianlin Gao |
| 1998 | SMC | Formulation of a generic framework for integrated product and process development. | Pingtao Yan, Mengchu Zhou, Donald Sebastian |
| 1997 | ICRA | Deadlock-free scheduling of an automated manufacturing system based on Petri nets. | Huanxin Henry Xiong, Mengchu Zhou |
| 1996 | ICRA | A hybrid heuristic search algorithm for scheduling flexible manufacturing systems. | Huanxin Henry Xiong, Mengchu Zhou, Reggie J. Caudill |