Qinshuo Liu

Joined

January 2024

Names

Qinshuo Liu (Preferred)

Emails

****@connect.hku.hk (Confirmed)

Personal Links

Career & Education History

PhD student

Statistics and Actuarial Science, University of Hong Kong (hku.hk)

2021 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

time series

2023 – 2025

computer vision

2023 – 2024

semiparametric models

2021 – 2023

Publications

Fusing Deep Neural Networks with Multi-PDE Solvers: An Enhanced Approach to Battery Modeling
Qinshuo Liu, Lishuo LIU, Jianfeng Zhang, Lujia Pan, Guodong Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models
Wei Huang, Haotong Qin, Yangdong Liu, Yawei Li, Qinshuo Liu, Xianglong Liu, Luca Benini, Michele Magno, Shiming Zhang, XIAOJUAN QI
- ICML 2025 poster
- Readers: Everyone
From Layers to States: A State Space Model Perspective to Deep Neural Network Layer Dynamics
Qinshuo Liu, Weiqin Zhao, Wei Huang, Yanwen Fang, Lequan Yu, Guodong Li
- ICLR 2025 Poster
- Readers: Everyone
SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models
Wei Huang, Haotong Qin, Yangdong Liu, Yawei Li, Qinshuo Liu, Xianglong Liu, Luca Benini, Michele Magno, Shiming Zhang, XIAOJUAN QI
- Submitted to ICLR 2025
- Readers: Everyone
DNA-SE: Towards Deep Neural-Nets Assisted Semiparametric Estimation
Qinshuo Liu, Zixin Wang, Xi'an Li, Xinyao Ji, Lei Zhang, Lin Liu, Zhonghua Liu
- ICML 2024 Poster
- Readers: Everyone

Co-Authors