Qiulin Zhang

Researcher, Hikvision Research Institute, Hikvision Research Institute

Joined

February 2020

Names

Qiulin Zhang (Preferred)

Emails

****@bupt.edu.cn (Confirmed)

,

****@qq.com (Confirmed)

,

****@hikvision.com (Confirmed)

Personal Links

Career & Education History

Researcher

Hikvision Research Institute, Hikvision Research Institute (hikvision.com)

2021 – Present

MS student

Artificial Intelligence, Beijing University of Post and Telecommunication (bupt.edu.cn)

2018 – 2021

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2022

Expertise

model compression

Present

model quantization

Present

Publications

From Decoupling to Adaptive Transformation: a Wider Optimization Space for PTQ
Zhaojing Wen, Qiulin Zhang, Yuan Zhang, Rudan Chen, Xichao Yang, Di Xie, Jiang Zhu
- ICLR 2025 Poster
- Readers: Everyone
OCS+: Improving PTQ with Outlier Translation
Qiulin Zhang, Zhaojing Wen, Yuan Zhang, Rudan Chen, Xichao Yang, Di Xie, Jiang Zhu
- Submitted to ICLR 2025
- Readers: Everyone
DECOUPLE QUANTIZATION STEP AND OUTLIER-MIGRATED RECONSTRUCTION FOR PTQ
Zhaojing Wen, Qiulin Zhang, Yuan Zhang, Rudan Chen, Xichao Yang, Di Xie
- Submitted to ICLR 2024
- Readers: Everyone
Dynamic Resolution Network
Mingjian Zhu, Kai Han, Enhua Wu, Qiulin Zhang, Ying Nie, Zhenzhong Lan, Yunhe Wang
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Dynamic Resolution Network
Mingjian Zhu, Kai Han, Enhua Wu, Qiulin Zhang, Ying Nie, Zhenzhong Lan, Yunhe Wang
- 2021 (modified: 09 Nov 2022)
- NeurIPS 2021
- Readers: Everyone
Split to Be Slim: An Overlooked Redundancy in Vanilla Convolution
Qiulin Zhang, Zhuqing Jiang, Qishuo Lu, Jia'nan Han, Zhengxin Zeng, Shang-hua Gao, Aidong Men
- 2020 (modified: 09 Nov 2022)
- IJCAI 2020
- Readers: Everyone
Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets
Kai Han, Yunhe Wang, Qiulin Zhang, Wei Zhang, Chunjing Xu, Tong Zhang
- 2020 (modified: 09 Nov 2022)
- NeurIPS 2020
- Readers: Everyone

Co-Authors