Top Ten Challenges Towards Agentic Neural Graph Databases. - Jiaxin Bai; Zihao Wang 001; Yukun Zhou; Hang Yin 008; Weizhi Fei; Qi Hu; Zheye Deng; Jiayang Cheng; Tianshi Zheng; Hong Ting Tsang; Yisen Gao; Zhongwei Xie; et al. (IEEE Data Eng. Bull., 2025)

Transformers for Complex Query Answering over Knowledge Hypergraphs. - Hong Ting Tsang; Zihao Wang 001; Yangqiu Song (CoRR, 2025)

From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery. - Tianshi Zheng; Zheye Deng; Hong Ting Tsang; Weiqi Wang 001; Jiaxin Bai; Zihao Wang 001; Yangqiu Song (CoRR, 2025)

AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora. - Jiaxin Bai; Wei Fan 001; Qi Hu; Qing Zong; Chunyang Li; Hong Ting Tsang; Hongyu Luo; Yauwai Yim; Haoyu Huang; Xiaofang Zhou 001; Feng Qin; Tianshi Zheng; et al. (CoRR, 2025)