Zhixiong Zhao

Intern, Houmo AI

MS student, Nanyang Technological University

Joined

January 2025

Names

Zhixiong Zhao (Preferred)

Emails

****@e.ntu.edu.sg (Confirmed)

,

****@houmo.ai (Confirmed)

Personal Links

Career & Education History

Intern

Houmo AI (houmo.ai)

2025 – 2030

MS student

Nanyang Technological University (ntu.edu.sg)

2024 – 2026

Advisors, Relations & Conflicts

No relations added

Expertise

Efficient AI

2024 – 2028

Model Compress

2023 – 2028

Publications

QUARK: Quantization-Enabled Circuit Sharing for Transformer Acceleration by Exploiting Common Patterns in Nonlinear Operations
Zhixiong Zhao, Haomin Li, Fangxin Liu, Yuncheng Lu, Zongwu Wang, Tao Yang, Li Jiang, Haibing Guan
- CoRR 2025
- Readers: Everyone
SpecQuant: Spectral Decomposition and Adaptive Truncation for Ultra-Low-Bit LLMs Quantization
Zhixiong Zhao, Fangxin Liu, Junjie Wang, Chenyang Guan, Zongwu Wang, Li Jiang, Haibing Guan
- CoRR 2025
- 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

Co-Authors