Junhao Qiu, Haoyang Zhuang, Fei Liu, Jianjun Liu, Qingfu Zhang. EvoDR: Evolving Dispatching Rules via Large Language Model for Dynamic Flexible Assembly Flow Shop Scheduling. IEEE Transactions on Evolutionary Computation, 2026.
Junhao Qiu, Xin Chen, Liang Ge, Liyong Lin, Zhichao Lu, Qingfu Zhang. Evolving Interdependent Operators with Large Language Models for Multi-Objective Combinatorial Optimization. ICML, 2026.
Ting Liu, Jianjun Liu, Junhao Qiu, Canlin Lai, Zhongming Zhang. Recent advances in assembly flow shop scheduling and its extensions to distributed manufacturing and integrated supply chain[J]. Computers & Industrial Engineering, 2025: 111711.
Rongjie Liao, Jianjun Liu, Junhao Qiu, Chengfeng Peng. Collaborative optimisation framework for multi-stage flexible assembly shop scheduling with mixed production pattern[J]. International Journal of Production Research, 2025: 1-19.
Jianjun Liu, Junhao Qiu, Chaoxiong Mo, Xinjun Lai, Qingxin Chen, Ning Mao. Rolling scheduling of distributed multi-site final-assembly projects under integrated customization requirements[J]. Journal of Mechanical Engineering, 2025, (06): 316-330.
Jianjun Liu, Junhao Qiu, Zhongming Zhang. Human-Computer Interaction Scheduling and Case Studies in Complex Manufacturing System[J]. Journal of Mechanical Engineering, Accepted, 2025.
Junhao Qiu, Jianjun Liu, Chengfeng Peng, Qingxin Chen. A novel predictive-reactive scheduling method for parallel batch processor lot-sizing and scheduling with sequence-dependent setup time[J]. Computers & Industrial Engineering, 2024.
Junhao Qiu, Jianjun Liu, Zhantao Li, Xinjun Lai. A multi-level action coupling reinforcement learning approach for online two-stage flexible assembly Flowshop scheduling[J]. Journal of Manufacturing Systems, 2024, 76: 351-370.
Ziyang Chen, Guoheng Huang, Ying Wang, Junhao Qiu, Fan Yang, Zhiwen Yu, Chi-Man Pun. Bi-deformation-UNet: recombination of differential channels for printed surface defect detection[J]. The Visual Computer, 2022: 1-19.
Genping Zhao, Junhao Qiu, Yeping Peng, Xiaowei Zhang. Development of RGB-D simultaneous localization and mapping in dynamic environments based on motion removal and dense map reconstruction[J]. Journal of Applied Remote Sensing, 2022, 16(4): 044526.
Junhao Qiu, Shangyu Lai, Guoheng Huang, Weiwen Zhang, Junhui Mai, Chi-Man Pun, Wing-Kuen Ling. TriView-ParNet: parallel network for hybrid recognition of touching printed and handwritten strings based on feature fusion and three-view co-training[J]. Applied Intelligence, 2022: 1-20.