Kohonen Self-Organizing Map based Route Planning: A Revisit. - Qingshu Guan; Xiaopeng Hong; Wei Ke 003; Liangfei Zhang; Guanghui Sun; Yihong Gong (IROS, 2021)

Multitargets Joint Training Lightweight Model for Object Detection of Substation. - Xingyu Yan; Lixin Jia; Hui Cao 003; Yajie Yu; Tao Wang; Feng Zhang; Qingshu Guan (IEEE Trans. Neural Networks Learn. Syst., 2024)

Fast Minimum Error Entropy for Linear Regression. - Qiang Li; Xiao Liao; Wei Cui; Ying Wang; Hui Cao 003; Qingshu Guan (Algorithms, 2024)

Synergetic attention-driven transformer: A deep reinforcement learning approach for vehicle routing problems. - Qingshu Guan; Hui Cao 003; Lixin Jia; Dapeng Yan; Badong Chen (Expert Syst. Appl., 2025)

Dynamic embedding-based deep reinforcement learning for heterogeneous capacitated VRPs with unloading time constraints. - Qingshu Guan; Shuangsi Xue; Junkai Tan; Lixin Jia; Hui Cao 003; Badong Chen (Expert Syst. Appl., 2025)

Diverse route-driven deep reinforcement learning for vehicle routing problems. - Qingshu Guan; Hui Cao 003; Tiansen Niu; Lixin Jia; Shuangsi Xue; Badong Chen (Neurocomputing, 2025)

CR-FND: Robustness-enhanced multimodal fake news detection against content variance. - Tiansen Niu; Suchuan Ma; Dapeng Yan; Qingshu Guan; Peiqi Hou; Jiarun Sun; Hui Cao 003 (Neurocomputing, 2025)

Finite-time safe reinforcement learning control of multi-player nonzero-sum game for quadcopter systems. - Junkai Tan; Shuangsi Xue; Qingshu Guan; Kai Qu; Hui Cao 003 (Inf. Sci., 2025)