1.Zhongjian Hu, Peng Yang, Yuanshuang Jiang, Zijian Bai. Prompting large language model with context and pre-answer for knowledge-based VQA[J]. Pattern Recognition, 2024, 151: 110399.
2.Zhongjian Hu, Peng Yang, Bing Li, Yuankang Sun, Biao Yang. Biomedical extractive question answering based on dynamic routing and answer voting[J]. Information Processing & Management, 2023, 60(4): 103367.
3.Zhongjian Hu, Peng Yang, Fengyuan Liu, Yuan Meng, Xingyu Liu. Prompting Large Language Models with Knowledge-Injection for Knowledge-Based Visual Question Answering[J]. Big Data Mining and Analytics, 2024, 7(3): 843-857.
4.Fengyuan Liu,Zhongjian Hu（共一）, Peng Yang, Xingyu Liu. Iterative Caption Generation with Heuristic Guidance for enhancing knowledge-based visual question answering[J]. Computer Vision and Image Understanding, 2025: 104515.
5.Zhongjian Hu, Peng Yang, et al. An LLM-enabled data augmentation framework for low-resource scenarios[C]. International conference on Knowledge Science, Engineering and Management, 2025.
6.Bing Li, Peng Yang,Zhongjian Hu, Yuankang Sun, Meng Yi. Graph-enhanced multi-answer summarization under question-driven guidance[J]. The Journal of Supercomputing, 2023, 79(18): 20417-20444.
7.Zijian Bai, Peng Yang,Zhongjian Hu, Meng Yi, Yuanyuan Chang. RMHAT: a multi-graph hierarchical attention network model for personalized and granular recipe recommendation[J]. International Journal of Machine Learning and Cybernetics, 2025: 1-19.
8.Bing Li, Peng Yang, Yuankang Sun,Zhongjian Hu, Meng Yi. Advances and challenges in artificial intelligence text generation[J]. Frontiers of Information Technology & Electronic Engineering, 2024, 25(1): 64-83.
9.Peng Yang, Zhangquan Chen, Yuankang Sun,Zhongjian Hu, Bing Li. Bidirectional spatio-temporal generative adversarial network for video super-resolution[J]. Pattern Analysis and Applications, 2025, 28(1): 37.
10.Yuankang Sun, Peng Yang, Bing Li,Zhongjian Hu, Zijian Bai. Triple-wise Perspective Knowledge Learning for Intelligent Machine Commonsense Reasoning[J]. IEEE Internet of Things Journal, 2024.
11.Yuanshuang Jiang, Kai Di, Xingyu Wu,Zhongjian Hu, Fulin Chen, Pan Li. Layered Temporal Spatial Graph Attention Reinforcement Learning for Multiplex Networked Industrial Chains Energy Management[J]. Tsinghua Science and Technology, 2024, 30(2): 528-542.
12.Yuan Meng, Songlin Zhai, Yuxin Zhang,Zhongjian Hu, Guilin Qi. TEF: Causality-Aware Taxonomy Expansion via Front-Door Criterion[C]//Proceedings of the 31st International Conference on Computational Linguistics. 2025: 8285-8294.
