Qingrong Xia

Researcher, Huawei Technologies Ltd.

Joined

December 2019

Names

Qingrong Xia

Emails

****@gmail.com (Confirmed)

****@huawei.com (Confirmed)

Personal Links

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2022 – Present

PhD student

Soochow University, China (suda.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Min Zhang

2018 – 2022

Coauthor

Zhenghua Li

2016 – 2022

Expertise

large language modeling

2022 – Present

semantic parsing

2016 – Present

Publications

Accelerating Large Language Model Inference via Speculative Decoding with Progressive Tree Drafting
Zipeng Gao, Zhi Zheng, Qingrong Xia, Xi Zhu, Ziwei Zhao, Tong Xu, Zhefeng Wang, Enhong Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
CaliDrop: KV Cache Compression with Query-based Calibration
Yi Su, Quantong Qiu, Yuechi Zhou, Qingrong Xia, Ping Li, Xinyu Duan, Zhefeng Wang, Juntao Li, Min Zhang
- Submitted to ICLR 2026
- Readers: Everyone
SinkQ: Accurate 2-bit KV Cache Quantization with Dynamic Sink Tracking
Yi Su, Yuechi Zhou, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhefeng Wang, Min Zhang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Beware of Calibration Data for Pruning Large Language Models
Yixin Ji, Yang Xiang, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhefeng Wang, Min Zhang
- ICLR 2025 Poster
- Readers: Everyone
CASD: Enhancing Generation Accuracy via Context-Aware Speculative Decoding
Jikai Wang, Zhenxu Tian, Juntao Li, Qingrong Xia, Xinyu Duan, Zhefeng Wang, Baoxing Huai, Min Zhang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
When and How to Grow? On Efficient Pre-training via Model Growth
Jikai Wang, Juntao Li, Min Zhang, Zechang Li, Qingrong Xia, Xinyu Duan, Zhefeng Wang, Baoxing Huai
- ACML 2024 Conference Track
- Readers: Everyone
Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations
yisheng xiao, Juntao Li, Zechen Sun, Zechang Li, Qingrong Xia, Xinyu Duan, Zhefeng Wang, Min Zhang
- ICLR 2024 poster
- Readers: Everyone
Syntax-Aware Neural Semantic Role Labeling.
Qingrong Xia, Zhenghua Li, Min Zhang, Meishan Zhang, Guohong Fu, Rui Wang, Luo Si
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone

Co-Authors

View all 27 co-authors