1、ScienceDB AI: An LLM-Driven Agentic Recommender System for Large-Scale Scientific Data Sharing Service，32st ACM SIGKDD Conference on Knowledge Discovery and Data Mining（KDD 2026），通讯作者

2、SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models. 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining（KDD 2025），通讯作者

3、A Comprehensive Survey on Data Augmentation.IEEE Transactions on Knowledge and Data Engineering(IEEE TKDE），2026，通讯作者

4、Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification. IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE)，2023，通讯作者

5、GeneCompass: Deciphering Universal Gene Regulatory Mechanisms with a Knowledge-Informed Cross-Species Foundation Model. Cell Research，2024（封面文章），通讯作者

6、Cell-Graph Compass: Modeling Single Cells with Graph Structure Foundation Model. National Science Review（NSR），2025，通讯作者

7、scCompass: An integrated multi-species scRNA-seq database for AI-ready. Advanced Science， 2025，通讯作者

8、从AI-Ready到Agent-Ready：智能体AI时代科学数据共享服务的新模式，中国科学院院刊，2026，第一作者