Zhixuan Chen

Researcher, chip algorithm departmant, houmo

Joined

September 2024

Names

Zhixuan Chen (Preferred)

Emails

****@163.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Researcher

chip algorithm departmant, houmo (houmo.ai)

2024 – Present

MS student

Automation school, Nanjing University of Aeronautics and Astronautics (nuaa.edu.cn)

2014 – 2017

Advisors, Relations & Conflicts

Coauthor

Chen Xu

2024 – 2025

Coauthor

Xing Hu

2024 – 2025

Expertise

large language model

2023 – 2024

deep learning

2017 – 2024

Publications

OTARo: Once Tuning for All Precisions toward Robust On-Device LLMs
Shaoyuan Chen, Zhixuan Chen, Dawei Yang, Zhihang Yuan, Qiang Wu
- CoRR 2025
- Readers: Everyone
SAES-SVD: Self-Adaptive Suppression of Accumulated and Local Errors for SVD-based LLM Compression
Xing Hu, Dawei Yang, Yuan Cheng, Zhixuan Chen, Zukang Xu
- ICLR 2026 Poster
- Readers: Everyone
BiMoE：Pushing the Limit of Post-Training Quantization for MoE-based LLMs
Zhixiong Zhao, Zukang Xu, Zhixuan Chen, Fangxin Liu, Li Jiang, Dawei Yang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
KBVQ-MoE: KLT-guided SVD with Bias-Corrected Vector Quantization for MoE Large Language Models
Zukang Xu, Zhixiong Zhao, Xing Hu, Zhixuan Chen, Dawei Yang
- ICLR 2026 Poster
- Readers: Everyone
MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance
Xing Hu, Zhixuan Chen, Dawei Yang, Zukang Xu, Chen Xu, Zhihang Yuan, Sifan Zhou, Jiangyong Yu
- CoRR 2025
- Readers: Everyone
RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization
Chen Xu, Yuxuan Yue, Zukang Xu, Xing Hu, Jiangyong Yu, Zhixuan Chen, Sifan Zhou, Zhihang Yuan, Dawei Yang
- CoRR 2025
- Readers: Everyone
RWKVQuant: Quantizing the RWKV Family with Proxy Guided Hybrid of Scalar and Vector Quantization
XUCHEN, Yuxuan Yue, Zukang Xu, Xing Hu, JiangyongYu, Zhixuan Chen, Sifan Zhou, Zhihang Yuan, Dawei Yang
- ICML 2025 poster
- Readers: Everyone
MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance
Zhixuan Chen, Xing Hu, Dawei Yang, Zukang Xu, XUCHEN, Zhihang Yuan, Sifan Zhou, JiangyongYu
- ICML 2025 poster
- Readers: Everyone
MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods
Zukang Xu, Yuxuan Yue, Xing Hu, Dawei Yang, Zhihang Yuan, Zixu Jiang, Zhixuan Chen, Jiangyong Yu, Chen Xu, Sifan Zhou
- ICLR 2025
- Readers: Everyone

View all 16 publications