| 2026 | PAKDD | Compositional Concept-Based Neuron-Level Explanations for Deep Reinforcement Learning. | Zeyu Jiang, Hai Huang, Xingquan Zuo |
| 2025 | AAAI | ADBA: Approximation Decision Boundary Approach for Black-Box Adversarial Attacks. | Feiyang Wang, Xingquan Zuo, Hai Huang, Gang Chen |
| 2025 | ICML | TtBA: Two-third Bridge Approach for Decision-Based Adversarial Attack. | Feiyang Wang, Xingquan Zuo, Hai Huang, Gang Chen |
| 2025 | IJCAI | Query-Based and Unnoticeable Graph Injection Attack from Neighborhood Perspective. | Chang Liu, Hai Huang, Xingquan Zuo |
| 2025 | IJCAI | Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion. | Anjali de Silva, Gang Chen, Hui Ma, Seyed Mohammad Nekooei, Xingquan Zuo |
| 2025 | PAKDD | Multi-granularity Policy Explanation of Deep Reinforcement Learning Based on Saliency Map Clustering. | Yujiao Wang, Hai Huang, Xingquan Zuo |
| 2025 | PRICAI | ERL-BSA: Evolution Strategies-Enhanced Reinforcement Learning for Context-Aware and Workload Balanced Dynamic Bus Scheduling. | Guanqun Ai, Haobo Zhang, Gang Chen, Hui Ma, Xingquan Zuo |
| 2025 | UAI | RDI: An adversarial robustness evaluation metric for deep neural networks based on model statistical features. | Jialei Song, Xingquan Zuo, Feiyang Wang, Hai Huang, Tianle Zhang |
| 2024 | PAKDD | Random Mask Perturbation Based Explainable Method of Graph Neural Networks. | Xinyue Yang, Hai Huang, Xingquan Zuo |
| 2019 | CEC | An Ant Colony Optimization based Approach to Adjust Public Transportation Network. | Wei Hu, Chunlu Wang, Xingquan Zuo |
| 2019 | GECCO | A memetic algorithm to optimize bus timetable with unequal time intervals. | Pengfei Gao, Xingquan Zuo, Qiang Bian, Xinchao Zhao |
| 2019 | GECCO | A genetic algorithm based column generation method for multi-depot electric bus vehicle scheduling. | Congcong Guo, Chunlu Wang, Xingquan Zuo |
| 2018 | ICNC | Inner Product Based Particle Swarm Optimization. | Xinchao Zhao, Jia Liu, Jiaqi Chen, Min Chen, Sai Guo, Xingquan Zuo |
| 2016 | CEC | A MOEA/D based approach for hospital department layout design. | Yanmei Ma, Xingquan Zuo, Xuewen Huang, Fulai Gu, Chunlu Wang, Xinchao Zhao |
| 2016 | CEC | New modified bare-bones particle swarm optimization. | Xinchao Zhao, Huiping Liu, Dongyue Liu, Wenbao Ai, Xingquan Zuo |
| 2015 | CEC | A MOEA/D based approach for solving robust double row layout problem. | Lingling Tang, Xingquan Zuo, Chunlu Wang, Xinchao Zhao |
| 2014 | CEC | Solving dynamic double-row layout problem via an improved simulated annealing algorithm. | Shengli Wang, Xingquan Zuo, Xinchao Zhao |
| 2014 | CEC | A tabu search heuristic for the single row layout problem with shared clearances. | Meng Yu, Xingquan Zuo, Chase C. Murray |
| 2012 | CEC | A cultural clonal selection algorithm based fast vehicle scheduling approach. | Xinguo Shui, Xingquan Zuo, Cheng Chen |
| 2012 | CEC | Multi-DEPSO: A DE and PSO based hybrid algorithm in dynamic environments. | Li Xiao, Xingquan Zuo |
| 2011 | SMC | A Bayesian regularized neural network approach to short-term traffic speed prediction. | Chenye Qiu, Chunlu Wang, Xingquan Zuo, Binxing Fang |
| 2010 | IJCNN | An urban traffic speed fusion method based on principle component analysis and neural network. | Chenye Qiu, Xingquan Zuo, Chunlu Wang, Jianping Wu, Tianle Zhang |
| 2007 | GECCO | Robust scheduling method based on workflow simulation model and biological immune principle. | Xingquan Zuo |