Qi Zhu

13 papers Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
ClusterUCB: Efficient Gradient-Based Data Selection for Targeted Fine-Tuning of LLMs.
EMNLP (Findings)
Zige Wang, Qi Zhu, Fei Mi, Minghui Xu, Ruochun Jin, Wenjing Yang
2025 J jnl
ClusterUCB: Efficient Gradient-Based Data Selection for Targeted Fine-Tuning of LLMs.
CoRR
Zige Wang, Qi Zhu, Fei Mi, Minghui Xu, Ruochun Jin, Wenjing Yang
2025 J jnl
Dynamic data selection with normalized gradient-based influence approximation for targeted fine-tuning of LLMs.
Knowl. Based Syst.
Zige Wang, Qi Zhu, Fei Mi, Yasheng Wang, Haotian Wang, Lifeng Shang
2025 J jnl
How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study.
CoRR
Zhexin Zhang, Xian Qi Loye, Victor Shea-Jay Huang, Junxiao Yang, Qi Zhu, Shiyao Cui, Fei Mi, Lifeng Shang, Yingkang Wang, Hongning Wang, Minlie Huang
2025 — conf
Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization.
NAACL (Findings)
Yen-Ju Lu, Ting-Yao Hu, Hema Swetha Koppula, Hadi Pouransari, Jen-Hao Rick Chang, Yin Xia, Xiang Kong, Qi Zhu, Simon Wang, Oncel Tuzel, Raviteja Vemulapalli
2025 J jnl
Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization.
CoRR
Yen-Ju Lu, Ting-Yao Hu, Hema Swetha Koppula, Hadi Pouransari, Jen-Hao Rick Chang, Yin Xia, Xiang Kong, Qi Zhu, Simon Wang, Oncel Tuzel, Raviteja Vemulapalli
2025 J jnl
Pitfalls of Rule- and Model-based Verifiers - A Case Study on Mathematical Reasoning.
CoRR
Yuzhen Huang, Weihao Zeng, Xingshan Zeng, Qi Zhu, Junxian He
2025 — conf
Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning.
ACL (1)
Erxin Yu, Jing Li, Ming Liao, Qi Zhu, Boyang Xue, Minghui Xu, Baojun Wang, Lanqing Hong, Fei Mi, Lifeng Shang
2025 J jnl
Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning.
CoRR
Erxin Yu, Jing Li, Ming Liao, Qi Zhu, Boyang Xue, Minghui Xu, Baojun Wang, Lanqing Hong, Fei Mi, Lifeng Shang
2024 — conf
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios.
ACL (Findings)
Shijue Huang, Wanjun Zhong, Jianqiao Lu, Qi Zhu, Jiahui Gao, Weiwen Liu, Yutai Hou, Xingshan Zeng, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruifeng Xu, Qun Liu
2024 J jnl
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios.
CoRR
Shijue Huang, Wanjun Zhong, Jianqiao Lu, Qi Zhu, Jiahui Gao, Weiwen Liu, Yutai Hou, Xingshan Zeng, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruifeng Xu, Qun Liu
2024 J jnl
YODA: Teacher-Student Progressive Learning for Language Models.
CoRR
Jianqiao Lu, Wanjun Zhong, Yufei Wang, Zhijiang Guo, Qi Zhu, Wenyong Huang, Yanlin Wang, Fei Mi, Baojun Wang, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu
2023 J jnl
Data Management For Large Language Models: A Survey.
CoRR
Zige Wang, Wanjun Zhong, Yufei Wang, Qi Zhu, Fei Mi, Baojun Wang, Lifeng Shang, Xin Jiang, Qun Liu