Scholar
Quantong Qiu
Google Scholar ID: -NrbKG0AAAAJ
Soochow University
LLM
Sparse Attention
KV Cache
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
4
H-index
1
i10-index
0
Publications
3
Co-authors
8
list available
Contact
Email
qtqiu@stu.suda.edu.cn
CV
Open ↗
GitHub
Open ↗
Publications
6 items
Flux Attention: Context-Aware Hybrid Attention for Efficient LLMs Inference
2026
Cited
0
Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient Transformers
2026
Cited
0
LongRM: Revealing and Unlocking the Context Boundary of Reward Modeling
2025
Cited
0
CaliDrop: KV Cache Compression with Calibration
2025
Cited
0
LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework
2025
Cited
0
Accurate KV Cache Quantization with Outlier Tokens Tracing
2025
Cited
0
Resume (English only)
Academic Achievements
ACL 2025 Long Paper (CCF A): 'OTT: Accurate KV Cache Quantization with Outlier Tokens Tracing' (*equal contribution).
AAAI 2025: 'CaliDrop: KV Cache Compression with Calibration'.
Preprint: 'LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework'.
First Prize (National Level, Team Leader) in the 25th China Robot and Artificial Intelligence Competition, June 2023.
Second Prize (National Level, Team Leader) in the Chinese Collegiate Computing Competition, 16th (Aug 2023) and 17th (Aug 2024).
Outstanding Student Pacesetter (Top 10 Students) and Outstanding Undergraduate Thesis, Jiangxi University of Finance and Economics, 2025.
Co-authors
8 total
Juntao Li
Soochow University
Min Zhang
Professor of Computer Science, Soochow University
Yi Su
Soochow University
Xinyu Duan
Huawei Cloud
Ping Li
Huawei Cloud
Qingrong Xia
Soochow University
Yuechi Zhou (周月驰)
Soochow University
Zecheng Tang (汤泽成)
Soochow University
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