Multi-Perspective Dialogue Non-Quota Selection with loss monitoring for dialogue state tracking. - Jinyu Guo; Zhaokun Wang; Jingwen Pu; Wenhong Tian; Guiduo Duan; Guangchun Luo (Expert Syst. Appl., 2025)

Noise-Robustness Through Noise: Asymmetric LoRA Adaption with Poisoning Expert. - Zhaokun Wang; Jinyu Guo; Jingwen Pu; Lingfeng Chen; Hongli Pu; Jie Ou; Libo Qin 001; Wenhong Tian (CoRR, 2025)