Qingfu Zhu

Associate Professor, Harbin Institute of Technology

Joined

October 2021

Names

Qingfu Zhu (Preferred)

Emails

****@ir.hit.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

ACL Anthology

Career & Education History

Associate Professor

Harbin Institute of Technology (hit.edu.cn)

2025 – Present

Advisors, Relations & Conflicts

PhD Advisor

Ting Liu

2015 – 2021

PhD Advisor

Weinan Zhang

2015 – 2021

Coauthor

William Yang Wang

2019 – 2020

Coauthor

Lei Cui

2017 – 2018

Expertise

code generation and understanding

2021 – Present

Publications

ProxyAttn: Guided Sparse Attention via Representative Heads
Yixuan Wang, Huang He, Siqi Bao, Hua Wu, Haifeng Wang, Qingfu Zhu, Wanxiang Che
- ICLR 2026 Poster
- Readers: Everyone
Beyond Score: A Multi-Agent System to Discover Capability and Behavioral Weaknesses in LLMs
Xuanliang Zhang, Chenghao Yang, Zhoufutu Wen, Dingzirui Wang, Jiashuo Liu, Ge Zhang, Xiying ZHAO, Tianren Feng, Jianpeng Jiao, Jingkai Liu, Zaiyuan Wang, Zuo Wang, WenyaWu, zhou huan, Wenhao Huang, Qingfu Zhu, Wanxiang Che
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Scaling Law for Code: A More Data-Hungry Regime
Xianzhen Luo, Wenzhen Zheng, Qingfu Zhu, Rongyi Zhang, Houyi Li, Siming Huang, YuanTao Fan, Wanxiang Che
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
How Many Code and Test Cases Are Enough? Evaluating Test Cases Generation from a Binary-Matrix Perspective
Xianzhen Luo, JinYang Huang, Wenzhen Zheng, Qingfu Zhu, Mingzheng Xu, Yiheng Xu, YuanTao Fan, Wanxiang Che
- ICLR 2026 Poster
- Readers: Everyone
Think Before You Accept: Semantic Reflective Verification for Faster Speculative Decoding
Yixuan Wang, Yijun Liu, Shiyu Ji, Yuzhuang Xu, Yang Xu, Qingfu Zhu, Wanxiang Che
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CommonKV: Compressing KV Cache with Cross-layer Parameter Sharing
Yixuan Wang, Haoyu Qiao, Lujun Li, Sirui Han, Qingfu Zhu, Wanxiang Che
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Bounds of Chain-of-Thought Robustness: Reasoning Steps, Embed Norms, and Beyond
Dingzirui Wang, Xuanliang Zhang, Keyan Xu, Qingfu Zhu, Wanxiang Che, Yang Deng
- ICLR 2026 Poster
- Readers: Everyone
Learning-to-Context Slope: Evaluating In-Context Learning Effectiveness Beyond Performance Illusions
Dingzirui Wang, Xuanliang Zhang, Keyan Xu, Qingfu Zhu, Wanxiang Che, Yang Deng
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks
Dingzirui Wang, Xuanliang Zhang, Qiguang Chen, Longxu Dou, Xiao Xu, Rongyu Cao, YINGWEI MA, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li
- Submitted to ICLR 2025
- Readers: Everyone
OneBit: Towards Extremely Low-bit Large Language Models
Yuzhuang Xu, Xu Han, Zonghan Yang, Shuo Wang, Qingfu Zhu, Zhiyuan Liu, Weidong Liu, Wanxiang Che
- NeurIPS 2024 poster
- Readers: Everyone

View all 17 publications

Co-Authors

View all 63 co-authors