Ziqing Qiao

According to our database, Ziqing Qiao authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

KARL: Mitigating Hallucinations in LLMs via Knowledge-Boundary-Aware Reinforcement Learning.

Cheng Gao, Cheng Huang, Kangyang Luo, Ziqing Qiao, Shuzheng Si, Huimin Chen, Chaojun Xiao, Maosong Sun

CoRR, April, 2026

Toward Communication-Efficient and Data-Free Collaborative Fine-Tuning Between Small and Large Language Models.

Zhenya Ma, Yongheng Deng, Ziqing Qiao, Yongjian Fu, Sheng Yue, Ju Ren

IEEE Trans. Netw., 2026

A Fine-Tuning Data Recovery Attack on Generative Language Models via Backdooring.

Zhenya Ma, Yongheng Deng, Ziqing Qiao, Quan Zhang, Chijin Zhou, Fan Wu, Yaoxue Zhang, Ju Ren

IEEE Trans. Inf. Forensics Secur., 2026

2025

ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning.

Ziqing Qiao, Yongheng Deng, Jiali Zeng, Dong Wang, Lai Wei, Fandong Meng, Jie Zhou, Ju Ren, Yaoxue Zhang

CoRR, May, 2025

CrossLM: A Data-Free Collaborative Fine-Tuning Framework for Large and Small Language Models.

Yongheng Deng, Ziqing Qiao, Ye Zhang, Zhenya Ma, Yang Liu, Ju Ren

Proceedings of the 23rd Annual International Conference on Mobile Systems, 2025

ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning.

Ziqing Qiao, Yongheng Deng, Jiali Zeng, Dong Wang, Lai Wei, Guanbo Wang, Fandong Meng, Jie Zhou, Ju Ren, Yaoxue Zhang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2023

Mutual Enhancement of Large and Small Language Models with Cross-Silo Knowledge Transfer.

Yongheng Deng, Ziqing Qiao, Ju Ren, Yang Liu, Yaoxue Zhang

CoRR, 2023