近年来主要研究领域包括：自然语言处理、答案选择、文本生成。共发表学术论文10余篇，部分论文列表如下：

期刊论文：

1.Hierarchical Sliding Inference Generator for Question-driven Abstractive Answer Summarization[J]. ACM Transactions on Information Systems (TOIS), 2023, 41(1): 1-27.

2.Multi-view pre-trained transformer via hierarchical capsule network for answer sentence selection. Applied Intelligence, 2024，54:10561–10580.

3.Advances and challenges in artificial intelligence text generation. Frontiers of Information Technology & Electronic Engineering, 2024, 25(1): 64-83.

4.Graph-enhanced multi-answer summarization under question-driven guidance [J]. Journal of Supercomputing, 2023: 20417-20444.

5.Biomedical extractive question answering based on dynamic routing and answer voting, Information Processing & Management, 2023, 60(4): 103367.

6.Triple-Wise Perspective Knowledge Learning for Intelligent Machine Commonsense Reasoning. IEEE Internet of Things Journal, 2024, 11(22): 37100-37113.

7.AISE: Attending to Intent and Slots Explicitly for Better Spoken Language Understanding[J]. Knowledge-Based Systems. 2021, 211: 106537.

8.EKPN: Enhanced Knowledge-aware Path Network for Recommendation[J]. Applied Intelligence, 2022, 52: 9308-9319.

9.Implicit Relation Inference with Deep Path Extraction for Commonsense Question Answering[J]. Neural Processing Letters, 2022: 1-18.

10.Aspect-based Sentiment Analysis Using Adversarial BERT with Capsule Networks[J]. Neural Processing Letters, 2023: 8041–8058 .

11.An optimized environment-adaptive computation offloading strategy for real-time cross-camera task in edge computing networks[J]. Multimedia Tools and Applications, 2024, 83(6): 17251-17279.

12.A computation offloading strategy for multi-access edge computing based on DQUIC protocol[J]. The Journal of Supercomputing, 2024: 1-34.

13.Resource Cooperative Scheduling Optimization Considering Security in Edge Mobile Networks[C]//International Conference on Collaborative Computing: Networking, Applications and Worksharing. Cham: Springer Nature Switzerland, 2023: 54-74.

14.Soca: secure offloading considering computational acceleration for multi-access edge computing[J]. Wireless Networks, 2024: 1-15.