Brief Bio

I received my Ph.D and Master degrees from NUDT and National Defense Technology Innovation Institute in 2024 and 2020, respectively. Before that, I received my B.E. degree from Tianjin University in 2017. Currently, I'm an assistant professor with the College of Electronic Science and Technology, NUDT. My research interests focus on optical image processing, interpretation and application, particularly on infrared small target detection, weakly supervised semantic segmentation, and neural network compression and accelerating.

Publications --- 2024

Mixed-Precision Network Quantization for Infrared Small Target Segmentation
Boyang Li, Longguang Wang, Yingqian Wang, Tianhao Wu, Zaiping Lin, Miao Li, Wei An, Yulan Guo
IEEE TGRS, 2024.
| Paper | Code
Single-frame Infrared Small Target Detection via Gaussian Curvature Inspired Network
Mingjin Zhang, Ke Yue, Boyang Li, Yunsong Li, Xinbo Gao
IEEE TGRS, 2024.
| Paper | Code
MCGC: A Multiscale Chain Growth Clustering Algorithm for Generating Infrared Small Target Mask Under Single-Point Supervision
Renke Kou, Chunping Wang, Qiang Fu, Zhanwu Li, Ying Luo, Boyang Li, Wei Li, Zhenming Peng
IEEE TGRS, 2024.
| Paper | Code
Publications --- 2023

Monte Carlo Linear Clustering with Single-Point Supervision is Enough for Infrared Small Target Detection
Boyang Li, Yingqian Wang, Longguang Wang, Fei Zhang, Ting Liu, Zaiping Lin, Wei An, Yulan Guo
IEEE ICCV, 2023.
| Paper | Supp | Webpage | Code
Ddaug: Differentiable data augmentation for weakly supervised semantic segmentation
Boyang Li, Fei Zhang, Longguang Wang, Yingqian Wang, Ting Liu, Zaiping Lin, Wei An, Yulan Guo
IEEE TMM, 2023.
| Paper | Code
Uncovering prototypical knowledge for weakly open-vocabulary semantic segmentation
Fei Zhang, Tianfei Zhou, Boyang Li, Hao He, Chaofan Ma, Tianjiao Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang
NeurIPS, 2023.
| Paper | Code
MTU-Net: Multilevel TransUNet for space-based infrared tiny ship detection
Tianhao Wu, Boyang Li, Yihang Luo, Yingqian Wang, Chao Xiao, Ting Liu, Jungang Yang, Wei An, Yulan Guo
IEEE TGRS, 2023 (ESI Highly Cited Paper)
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Infrared small target detection via nonconvex tensor tucker decomposition with factor prior
Ting Liu, Jungang Yang, Boyang Li, Yingqian Wang, Wei An
IEEE TGRS, 2023.
| Paper | Code
Learning remote sensing object detection with single point supervision
Shitian He, Huanxin Zou, Yingqian Wang, Boyang Li, Xu Cao, Ning Jing
IEEE TGRS, 2023.
| Paper | Code
Representative coefficient total variation for efficient infrared small target detection
Ting Liu, Jungang Yang, Boyang Li, Yingqian Wang, Wei An
IEEE TGRS, 2023.
| Paper | Code
Direction-coded temporal U-shape module for multiframe infrared small target detection
Ruojing Li, Wei An, Chao Xiao, Boyang Li, Yingqian Wang, Miao Li, Yulan Guo
IEEE TNNLS, 2023.
| Paper | Code
Publications --- 2022

Dense Nested Attention Network for Infrared Small Target Detection
Boyang Li, Chao Xiao, Longguang Wang, Yingqian Wang, Zaiping Lin, Miao Li, Wei An, Yulan Guo
IEEE TIP, 2022 (ESI Hot Cited Paper)
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Publications --- 2021

Gated recurrent multiattention network for VHR remote sensing image classification
Boyang Li, Yulan Guo, Jungang Yang, Longguang Wang, Yingqian Wang, Wei An
IEEE TGRS, 2021.
| Paper | Code
Nonconvex tensor low-rank approximation for infrared small target detection
Ting Liu, Jungang Yang, Boyang Li, Chao Xiao, Yang Sun, Yingqian Wang, Wei An
IEEE TGRS, 2021 (ESI Highly Cited Paper)
| Paper | Code
Academic Services

Reviewer:
IEEE Transactions on Image Processing
IEEE Transactions on Neural Network and Learning System
IEEE Transactions on Multimedia
IEEE Transactions on Geoscience and Remote Sensing/a>
IEEE Transactions on Intelligent Vehicles/a>
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing/a>
IEEE Geoscience and Remote Sensing Letters
IEEE Signal Processing Letter
IEEE Access
IEEE International Conference on Image Processing
Chinese Conference on Pattern Recognition and Computer Vision
Elsevier Infrared Physics and Technology
IET Computer Vision
IET Image Processing
......

Teaching Assistance

Lecture: Fundamentals of Signals and Systems (Spring Term, 2022)
Lecture: Fundamentals of Signals and Systems (Autumn Term, 2021)
Awards & Honors

2023 | Excellent Paper of China Society of Image and Graphics (DNANet TIP)
2023 | IEEE Signal Processing Society Top25 Paper (DNANet TIP)
2023 | Outstanding Scholarship of NUDT (13 over 1000+)
2023 | Excellent Student of NUDT
2022 | Second-class Scholarship of NUDT
2021 | Excellent Student of NUDT
2018 | Excellent Student of Military Academy of Sciences
2017 | Excellent Graduates of Tianjin University
2014 | China Aerospace Science and Technology Corporation Scholarship