Haoyu Huang

PhD student, Beihang University

Joined

May 2024

Names

Haoyu Huang (Preferred)

Emails

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

,

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

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Beihang University (buaa.edu.cn)

2024 – 2029

Advisors, Relations & Conflicts

PhD Advisor

2024 – Present

Expertise

Model Quantization

2024 – Present

Publications

SGR-Q: Saliency-Guided Rescaling for Large Language Model Quantization
Yangyang Ren, Haoyu Huang, Boyu Liu, Linlin Yang, Haodong Zhu, Zichao Feng, Qingcheng Zhu, Zhongqian Fu, Baochang Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Surf3R: Rapid Surface Reconstruction from Sparse RGB Views in Seconds
Haodong Zhu, Changbai Li, Yangyang Ren, Zichao Feng, Xuhui Liu, Haoyu Huang, Hanlin Chen, Xiantong Zhen, Baochang Zhang
- Submitted to ICLR 2026
- Readers: Everyone
SURGE: Surrogate Gradient Adaptation in Binary Neural Networks
Haoyu Huang, Boyu Liu, Linlin Yang, Yanjing Li, Yuguang Yang, Xuhui Liu, Canyu Chen, Haodong Zhu, Zhongqian Fu, Baochang Zhang
- Submitted to ICLR 2026
- Readers: Everyone
JARA: Joint Alignment and Reconstruction Architecture for Region-Aware Vision-Language Pretraining
Canyu Chen, Yuguang Yang, Zhewen Tan, Jun Zhu, Haoyu Huang, Linlin Yang, Chunyu Xie, Dawei Leng, Baochang Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Prompt as Knowledge Bank: Boost Vision-language model via Structural Representation for zero-shot medical detection
Yuguang Yang, Tongfei Chen, Haoyu Huang, Linlin Yang, Chunyu Xie, Dawei Leng, Xianbin Cao, Baochang Zhang
- ICLR 2025 Poster
- Readers: Everyone
Efficient Low-Bit Quantization with Adaptive Scales for Multi-Task Co-Training
Boyu Liu, Haoyu Huang, Linlin Yang, Yanjing Li, Guodong Guo, Xianbin Cao, Baochang Zhang
- ICLR 2025 Poster
- Readers: Everyone

Co-Authors