Bin Wang (王斌)

Northwestern University

Email: bin.wang@northwestern.edu

Bin Wang Photo

About Me

I am currently a third-year Ph.D. student at Northwestern University in Electrical and Computer Engineering, supervised by Prof. Ulas Bagci and Prof. Aggelos K. Katsaggelos. I earned my B.Eng degree in computer science from ShanghaiTech University in 2022, where I worked with Prof. Dinggang Shen.

Research Interests

News

Selected Publications

* Equal contribution

Order-aware Interactive Segmentation
Bin Wang, Anwesa Choudhuri, Meng Zheng, Zhongpai Gao, Benjamin Planche, Andong Deng, Qin Liu, Terrence Chen, Ulas Bagci, Ziyan Wu.
[Arxiv]  [Project Page]  [Demo]  [NotebookLM
GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification
Bin Wang*, Hongyi Pan*, Armstrong Aboah, Zheyuan Zhang, Elif Keles, Drew Torigian, Baris Turkbey, Elizabeth Krupinski, Jayaram Udupa, Ulas Bagci.
WACV 2024 [Early Accept]
[Paper]  [Code

Beam-wise dose composition learning for head and neck cancer dose prediction in radiotherapy
Bin Wang*, Lin Teng*, Xuanang Xu*, Jiadong Zhang, Lanzhuju Mei, Qianjin Feng, Dinggang Shen.
Medical Image Analysis 2024
[Paper]  [Code

GazeSAM: Interactive Image Segmentation with Eye Gaze and Segment Anything Model
Bin Wang, Armstrong Aboah, Zheyuan Zhang, Ulas Bagci.
NeurIPS Workshop 2023
[Paper]  [Code]  [Project Page

Deep learning-based Head and Neck Radiotherapy Planning Dose Prediction via Beam-wise Dose Decomposition
Bin Wang*, Lin Teng*, Lanzhuju Mei, Zhiming Cui, Xuanang Xu, Qianjin Feng, Dinggang Shen.
MICCAI 2022
[Paper]  [Code

Globally Convergent Algorithms For Learning Multivariate Generalized Gaussian Distributions
Bin Wang, Huanyu Zhang, Ziping Zhao, Ying Sun.
SSP 2021
[Paper]  [Code

Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image
Shaoyuan Wu, Xiao Zhang, Bin Wang, Zhuo Jin, Hansheng Li, Jun Feng.
MICCAI 2024
[Paper]  [Code

Domain Generalization with Fourier Transform and Soft Thresholding
Hongyi Pan, Bin Wang, Zheyuan Zhang, Xin Zhu, Debesh Jha, Ahmet Enis Cetin, Concetto Spampinato, Ulas Bagci.
ICASSP 2024
[Paper

Domain generalization with correlated style uncertainty
Zheyuan Zhang, Bin Wang, Debesh Jha, Ugur Demir, Ulas Bagci.
WACV 2024 [Early Accept]
[Paper]  [Code

Real-time multi-class helmet violation detection using few-shot data sampling technique and yolov8
Armstrong Aboah, Bin Wang, Ulas Bagci, Yaw Adu-Gyamfi.
CVPR Workshop 2023
7th place in 2023 AI City Challenge

[Paper]  [Code

Reviewer Service

Design based on Changjian Li's website