Publications

†Authors contributed equally to this research. ∗Corresponding Author.

Papers

• Ziran Liang, Yuyin Lu, Hegang Chen, Yanghui Rao*. Graph-based relation mining for context-free out-of-vocabulary word embedding learning [PDF] [DOI] [GitHub]. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL), 2023. (CCF-A) (Oral)

• Zhongyu Zhuang, Ziran Liang, Yanghui Rao*, Haoran Xie, Fu Lee Wang. Out-of-vocabulary word embedding learning based on reading comprehension mechanism [J] [PDF] [DOI]. Natural Language Processing Journal, 2023.

• Shurui Chen, Ziran Liang, Yanghui Rao*. Fine-grained semantic knowledge graph enhanced Chinese OOV word embedding learning [J] [PDF] [DOI]. Computer Science, 2023. (CCF-B, 中文期刊)

• Yuyin Lu, Xin Cheng, Ziran Liang, Yanghui Rao*. Graph-based dynamic word embeddings [PDF] [DOI] [GitHub]. Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI), 2022. (CCF-A)

Preprints

• Ziran Liang, Rui An, Wenqi Fan*, Yanghui Rao, Yuxuan Liang. iTFKAN: Interpretable Time Series Forecasting with Kolmogorov-Arnold Network [PDF] [arXiv]. 2025.

• Liangbo Ning, Ziran Liang, Zhuohang Jiang, Haohao Qu, Yujuan Ding, Wenqi Fan*, Xiao-yong Wei, Shanru Lin, Hui Liu, Philip S. Yu, Qing Li*. A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models [PDF] [arXiv]. 2025.

• Zhuohang Jiang†, Pangjing Wu†, Ziran Liang†, Peter Q. Chen†, Xu Yuan†, Ye Jia†, Jiancheng Tu†, Chen Li, Peter H.F. Ng, Qing Li*. HiBench: Benchmarking LLMs capability on hierarchical structure reasoning [PDF] [arXiv] [GitHub]. 2025.