Huihong Shi

Researcher, Li Auto Inc.

Joined

May 2021

Names

Huihong Shi (Preferred)

Emails

****@smail.nju.edu.cn (Confirmed)

****@lixiang.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

Li Auto Inc. (lixiang.com)

2025 – 2026

PhD student

Nanjing University (nju.edu.cn)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Zhongfeng Wang

2020 – 2025

Expertise

autonomous driving

2026 – Present

model compression

2020 – Present

Publications

ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
Haoran You, Yipin Guo, Yichao Fu, Wei Zhou, Huihong Shi, Xiaofan Zhang, Souvik Kundu, Amir Yazdanbakhsh, Yingyan Celine Lin
- NeurIPS 2024 poster
- Readers: Everyone
Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration
Zhongzhi Yu, Zheng Wang, Yonggan Fu, Huihong Shi, Khalid Shaikh, Yingyan Celine Lin
- ICML 2024 Poster
- Readers: Everyone
ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer
Haoran You, Huihong Shi, Yipin Guo, Yingyan Celine Lin
- NeurIPS 2023 poster
- Readers: Everyone
Intelligent Typography: Artistic Text Style Transfer for Complex Texture and Structure
Wendong Mao, Shuai Yang, Huihong Shi, Jiaying Liu, Zhongfeng Wang
- IEEE Trans. Multim. 2023
- Readers: Everyone
ShiftAddViT: Mixture of Multiplication Primitives Towards Efficient Vision Transformer
Haoran You, Huihong Shi, Yipin Guo, Yingyan Lin
- NeurIPS 2023
- Readers: Everyone
Max-Affine Spline Insights Into Deep Network Pruning
Haoran You, Randall Balestriero, Zhihan Lu, Yutong Kou, Huihong Shi, Shunyao Zhang, Shang Wu, Yingyan Lin, Richard Baraniuk
- Accepted by TMLR
- Readers: Everyone
Max-Affine Spline Insights Into Deep Network Pruning
Haoran You, Randall Balestriero, Zhihan Lu, Yutong Kou, Huihong Shi, Shunyao Zhang, Shang Wu, Yingyan Lin, Richard G. Baraniuk
- Trans. Mach. Learn. Res. 2022
- Readers: Everyone
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks
Haoran You, Baopu Li, Huihong Shi, Yingyan Lin
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Max-Affine Spline Insights Into Deep Network Pruning
Randall Balestriero, Haoran You, Zhihan Lu, Yutong Kou, Huihong Shi, Yingyan Lin, Richard Baraniuk
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
LITNet: A Light-weight Image Transform Net for Image Style Transfer
Huihong Shi, Wendong Mao, Zhongfeng Wang
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- IJCNN 2021
- Readers: Everyone