Quantong Qiu

MS student, Soochow University

Joined

February 2025

Names

Quantong Qiu (Preferred)

Emails

****@outlook.com (Confirmed)

,

****@stu.jxufe.edu.cn (Confirmed)

,

****@stu.suda.edu.cn (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

MS student

Soochow University (suda.edu.cn)

2025 – 2028

Undergrad student

Jiangxi University of Finance and Economics (jxufe.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

LongRM: Revealing and Unlocking the Context Boundary of Reward Modeling
Zecheng Tang, Baibei Ji, Quantong Qiu, Haitian Wang, Xiaobo Liang, Juntao Li, Min Zhang
- CoRR 2025
- 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
LongRM: Revealing and Unlocking the Context Boundary of Reward Modeling
Zecheng Tang, Baibei Ji, Quantong Qiu, Haitian Wang, Xiaobo Liang, Juntao Li, Min Zhang
- Submitted to ICLR 2026
- Readers: Everyone
LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework
Zecheng Tang, Haitian Wang, Quantong Qiu, Baibei Ji, Ruoxi Sun, Keyan Zhou, Juntao Li, Min Zhang
- CoRR 2025
- Readers: Everyone
CaliDrop: KV Cache Compression with Calibration
Yi Su, Quantong Qiu, Yuechi Zhou, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhe-Feng Wang, Min Zhang
- CoRR 2025
- Readers: Everyone
Accurate KV Cache Quantization with Outlier Tokens Tracing
Yi Su, Yuechi Zhou, Quantong Qiu, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhe-Feng Wang, Min Zhang
- CoRR 2025
- Readers: Everyone
Accurate KV Cache Quantization with Outlier Tokens Tracing
Yi Su, Yuechi Zhou, Quantong Qiu, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhefeng Wang, Min Zhang
- ACL (1) 2025
- Readers: Everyone

Co-Authors