Graph-based Dynamic Word Embeddings. - Yuyin Lu; Xin Cheng; Ziran Liang; Yanghui Rao (IJCAI, 2022)

Graph-based Relation Mining for Context-free Out-of-vocabulary Word Embedding Learning. - Ziran Liang; Yuyin Lu; Hegang Chen; Yanghui Rao (ACL (1), 2023)

Out-of-vocabulary word embedding learning based on reading comprehension mechanism. - Zhongyu Zhuang; Ziran Liang; Yanghui Rao; Haoran Xie 001; Fu Lee Wang (Nat. Lang. Process. J., 2023)

HiBench: Benchmarking LLMs Capability on Hierarchical Structure Reasoning. - Zhuohang Jiang; Pangjing Wu; Ziran Liang; Peter Q. Chen; Xu Yuan; Ye Jia; Jiancheng Tu; Chen Li 023; Peter H. F. Ng; Qing Li 001 (CoRR, 2025)

A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models. - Liangbo Ning 001; Ziran Liang; Zhuohang Jiang; Haohao Qu; Yujuan Ding; Wenqi Fan; Xiaoyong Wei; Shanru Lin; Hui Liu 031; Philip S. Yu; Qing Li 001 (CoRR, 2025)

iTFKAN: Interpretable Time Series Forecasting with Kolmogorov-Arnold Network. - Ziran Liang; Rui An; Wenqi Fan; Yanghui Rao; Yuxuan Liang (CoRR, 2025)

Damba-ST: Domain-Adaptive Mamba for Efficient Urban Spatio-Temporal Prediction. - Rui An; Yifeng Zhang 007; Ziran Liang; Wenqi Fan; Yuxuan Liang; Xuequn Shang 001; Qing Li 001 (CoRR, 2025)