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2020 – today
- 2025
[j1]Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song:
Top Ten Challenges Towards Agentic Neural Graph Databases. IEEE Data Eng. Bull. 49(1): 104-123 (2025)- [i7]Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song:
Top Ten Challenges Towards Agentic Neural Graph Databases. CoRR abs/2501.14224 (2025) - [i6]Hong Ting Tsang, Zihao Wang, Yangqiu Song:
Transformers for Complex Query Answering over Knowledge Hypergraphs. CoRR abs/2504.16537 (2025) - [i5]Tianshi Zheng, Zheye Deng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Zihao Wang, Yangqiu Song:
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery. CoRR abs/2505.13259 (2025) - [i4]Jiaxin Bai, Wei Fan, Qi Hu, Qing Zong, Chunyang Li, Hong Ting Tsang, Hongyu Luo, Yauwai Yim, Haoyu Huang, Xiaofang Zhou, Feng Qin, Tianshi Zheng, Xi Peng, Xin Yao, Huiwen Yang, Leijie Wu, Yi Ji, Gong Zhang, Renhai Chen, Yangqiu Song:
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora. CoRR abs/2505.23628 (2025) - [i3]Qiao Xiao, Hong Ting Tsang, Jiaxin Bai:
TERAG: Token-Efficient Graph-Based Retrieval-Augmented Generation. CoRR abs/2509.18667 (2025) - [i2]Baixuan Xu, Tianshi Zheng, Zhaowei Wang, Hong Ting Tsang, Weiqi Wang, Tianqing Fang, Yangqiu Song:
The Cognitive Bandwidth Bottleneck: Shifting Long-Horizon Agent from Planning with Actions to Planning with Schemas. CoRR abs/2510.07091 (2025) - [i1]Tianshi Zheng, Kelvin Kiu-Wai Tam, Newt Hue-Nam K. Nguyen, Baixuan Xu, Zhaowei Wang, Jiayang Cheng, Hong Ting Tsang, Weiqi Wang, Jiaxin Bai, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See:
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents. CoRR abs/2510.07172 (2025)
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