Publications

Qintong Li, Jiahui Gao, Sheng Wang, Renjie Pi, Xueliang Zhao, Chuan Wu, Xin Jiang, Zhenguo Li, Lingpeng Kong (2025). Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-Induced Exploration. In ICLR 2025.
Preprint Preprint
Sheng Wang, Boyang Xue, Jiacheng Ye, Jiyue Jiang, Liheng Chen, Lingpeng Kong, Chuan Wu (2024). PRoLoRA: Partial rotation empowers more parameter-efficient LoRA. In ACL 2024 Main.
Sheng Wang
Equal contribution
, Liheng Chen, Jiyue Jiang, Boyang Xue, Lingpeng Kong, Chuan Wu (2024). LoRA meets dropout under a unified framework. In ACL 2024 Findings.
Jiyue Jiang, Sheng Wang, Qintong Li, Lingpeng Kong, Chuan Wu (2023). A cognitive stimulation dialogue system with multi-source knowledge fusion for elders with cognitive impairment. In ACL 2023 Main.