Huixin Sun

Visiting PhD, SoC, National University of Singapore

PhD student, EE, Beihang University

Joined

May 2022

Names

Huixin Sun (Preferred)

Emails

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

,

****@u.nus.edu (Confirmed)

Personal Links

Career & Education History

Visiting PhD

SoC, National University of Singapore (u.nus.edu)

2024 – 2026

PhD student

EE, Beihang University (buaa.edu.cn)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Present

PhD Advisor

Present

Expertise

Model Compression

2022 – Present

Object Detection

2022 – Present

Publications

SET: Spectral Enhancement for Tiny Object Detection
Huixin Sun, Runqi Wang, Yanjing Li, Linlin Yang, Shaohui Lin, Xianbin Cao, Baochang Zhang
- CVPR 2025
- Readers: Everyone
AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries
Runqi Wang, Huixin Sun, Linlin Yang, Shaohui Lin, Chuanjian Liu, Yan Gao, Yao Hu, Baochang Zhang
- AAAI 2024
- Readers: Everyone
P4Q: Learning to Prompt for Quantization in Visual-language Models
Huixin Sun, Runqi Wang, Yanjing Li, Xianbin Cao, Xiaolong Jiang, Yao Hu, Baochang Zhang
- CoRR 2024
- Readers: Everyone
MAFormer: A transformer network with multi-scale attention fusion for visual recognition
Huixin Sun, Yunhao Wang, Xiaodi Wang, Bin Zhang, Ying Xin, Baochang Zhang, Xianbin Cao, Errui Ding, Shumin Han
- Neurocomputing 2024
- Readers: Everyone
P4Q: Learning to Prompt for Quantization in Visual-language Models
Huixin Sun, Runqi Wang, Xianbin Cao, Yanjing Li, Xiaolong Jiang, Yao Hu, Baochang Zhang
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Q-YOLO: Efficient Inference for Real-Time Object Detection
Mingze Wang, Huixin Sun, Jun Shi, Xuhui Liu, Xianbin Cao, Luping Zhang, Baochang Zhang
- ACPR (3) 2023
- Readers: Everyone
Confidence-driven Bounding Box Localization for Small Object Detection
Huixin Sun, Baochang Zhang, Yanjing Li, Xianbin Cao
- Published: 01 Jan 2023, Last Modified: 24 May 2023
- CoRR 2023
- Readers: Everyone
MAFormer: A Transformer Network with Multi-scale Attention Fusion for Visual Recognition
Huixin Sun, Yunhao Wang, Xiaodi Wang, Bin Zhang, Chao Li, Ying Xin, Baochang Zhang, Errui Ding, Shumin Han
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
MAFormer: A Transformer Network with Multi-scale Attention Fusion for Visual Recognition
Yunhao Wang, Huixin Sun, Xiaodi Wang, Bin Zhang, Chao Li, Ying Xin, Baochang Zhang, Errui Ding, Shumin Han
- 2022 (modified: 11 Nov 2022)
- CoRR 2022
- Readers: Everyone

Co-Authors