| 2026 | ACL | ToxiTrace: Gradient-Aligned Training for Explainable Chinese Toxicity Detection. | Boyang Li, Hongzhe Shou, Yuanyuan Liang, Jingbin Zhang, Fang Zhou |
| 2026 | ACL | COCOGEC: Counterfactual Generation for Robust Grammatical Error Correction. | Qianyu Wang, Xiaoman Wang, Yuanyuan Liang, Xinyuan Li, Yunshi Lan |
| 2025 | COLING | Retrieval Augmented Instruction Tuning for Open NER with Large Language Models. | Tingyu Xie, Jian Zhang, Yan Zhang, Yuanyuan Liang, Qi Li, Hongwei Wang |
| 2025 | ICONIP | ProKG-Dial: A Progressive LLM-Driven Approach to Building Knowledge-Intensive Multi-turn Dialogue Datasets with Domain Knowledge Graphs. | Yuanyuan Liang, Xiaoman Wang, Tingyu Xie, Lei Pan |
| 2025 | ICONIP | STTS-EAD: Improving Spatio-Temporal Learning Based Time Series Prediction via Embedded Anomaly Detection. | Yuanyuan Liang, Tianhao Zhang, Xiaoman Wang, Lei Pan, Tingyu Xie |
| 2025 | ICONIP | Unsupervised Text Style Transfer via LLMs and Mask-Filling with Multi-way Interactions. | Lei Pan, Yuanyuan Liang, Hongshen Xu, Da Ma, Su Zhu, Shuai Fan |
| 2024 | CIKM | Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL. | Yuanyuan Liang, Keren Tan, Tingyu Xie, Wenbiao Tao, Siyuan Wang, Yunshi Lan, Weining Qian |
| 2023 | EMNLP | Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation. | Yuanyuan Liang, Jianing Wang, Hanlun Zhu, Lei Wang, Weining Qian, Yunshi Lan |
| 2019 | ICNC | Efficient Algorithm for Maximal Biclique Enumeration on Bipartite Graphs. | Caixia Qin, Mingxue Liao, Yuanyuan Liang, Changwen Zheng |