1.  Fengqin Yao, Shengke Wang, Laihui Ding, Guoqiang Zhong, Shu Li, Zhiwei Xu: Attention-Guided Multi-Scale Fusion Network for Similar Objects Semantic
     Segmentation. Cogn. Comput. 16(1): 366-376 (2024)

2.  Zhaoxu Ding, Guoqiang Zhong, Xianping Qin, Qingyang Li, Zhenlin Fan, Zhaoyang Deng, Xiao Ling, Wei Xiang: MF-Net: Multi-frequency intrusion detection
     network for Internet traffic data. Pattern Recognit. 146: 109999 (2024)

3.  Mingchen Song, Fengqin Yao, Guoqiang Zhong, Zhong Ji, Xiaowei Zhang: Matching Multi-Scale Feature Sets in Vision Transformer for Few-Shot Classification.
     IEEE Trans. Circuits Syst. Video Technol. 34(12): 12638-12651 (2024)

4.  Fengqin Yao, Fuzhi Tang, Xiandong Wang, Yuzhen Wang, Shengke Wang, Guoqiang Zhong, Jingfeng Zhang: DewaterGAN: A Physics-Guided Unsupervised
      Image Water Removal for UAV in Coastal Zone. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024).

5.  Mingchen Song, Huiqiang Wang, Guoqiang Zhong: Self-Prompt Mechanism for Few-Shot Image Recognition. AAAI 2024: 4934-4942.

6.  Shuo Yin, Guoqiang Zhong: TextGT: A Double-View Graph Transformer on Text for Aspect-Based Sentiment Analysis. AAAI 2024: 19404-19412

7.  Shaowei Qu, Rachid Hedjam, Zhimin Wang, Yongjian Gu, Lifan Yao, Haitao Li, Guoqiang Zhong: SW-CAM: Class Activation Map with Feature Map Selection and
      Weight Modification. CVIPPR 2024: 53

8.  Shuo Yin, Weihao You, Zhilong Ji, Guoqiang Zhong, Jinfeng Bai: MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data
      Augmentation for Mathematical Reasoning. EMNLP 2024: 4770-4785

9.  Weihao You, Shuo Yin, Xudong Zhao, Zhilong Ji, Guoqiang Zhong, Jinfeng Bai: MuMath: Multi-perspective Data Augmentation for Mathematical Reasoning in
      Large Language Models. NAACL-HLT (Findings) 2024: 2932-2958

10.  Shuo Yin, Weihao You, Zhilong Ji, Guoqiang Zhong, Jinfeng Bai: MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data
      Augmentation for Mathematical Reasoning. CoRR abs/2405.07551 (2024)

11.  牛召阳、张福昌同学的专利“一种学习行为数据挖掘方法、系统、存储介质、处理终端”被授权，申请号：202110384483.X