Wenlong Yu | Tianjin University

About Me

Wenlong Yu (于文龙) received his B.S. degree and M.S. degree from Shandong University, Jinan, China, in 2017 and 2020, respectively. He is currently working towards the Ph.D. degree in the College of Intelligence and Computing, Tianjin University, Tianjin, China. His supervisor is Prof. Qinghua Hu (胡清华). He also works closely with Prof. Qilong Wang (王旗龙) and Assoc. Prof. Dongyue Chen (陈东月) in Tianjin University.

I also (try to) adhere to the principles of Slow Science.

Research Interests

Computer Vision: Image understanding, Multimodal large language model, Embodied AI
Machine Learning: Explainable Artificial Intelligence(XAI), Generalization, Continual learning
Applications: Intelligent fault diagnosis, Medical image processing

News

[Feb. 2025] One paper about XAI and polysemanticity quantification is accepted to CVPR 2025.
[Feb. 2025] Our paper about generalization and fine-grained recognition is accepted to IEEE TMM 2025.
[Dec. 2024] Our paper about XAI and object detection (DETR) is accepted to IEEE TIP 2024.
[Dec. 2023] Our paper about intelligent fault diagnosis is accepted to IEEE TNNLS 2023.
[Dec. 2021] Three papers about intelligent fault diagnosis are accepted to ACAIT 2021.

Publications

IEEE CVPR

CoE: Chain-of-Explanation via Automatic Visual Concept Circuit Description and Polysemanticity Quantification

Wenlong Yu, Qilong Wang, Chuang Liu, Dong Li, Qinghua Hu

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

PDF Code Early Accept

IEEE TMM

Fine-Grained Domain Generalization with Feature Structuralization

Wenlong Yu, Dongyue Chen, Qilong Wang, Qinghua Hu

IEEE Transactions on Multimedia (IEEE TMM), 2025.

PDF Code Early Accept

IEEE TIP

Explainability Enhanced Object Detection Transformer With Feature Disentanglement

Wenlong Yu, Ruonan Liu, Dongyue Chen, Qinghua Hu

IEEE Transactions on Image Processing (IEEE TIP), 2024.

PDF BibTex

IEEE TNNLS

Bayesian hierarchical graph neural networks with uncertainty feedback for trustworthy fault diagnosis of industrial processes

Dongyue Chen, Zongxia Xie, Ruonan Liu, Wenlong Yu, Qinghua Hu, Xianling Li, Steven X Ding

IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2023.

PDF Code BibTex

Honors

National Scholarship, The First Prize Scholarship, Tianjin University Merit Student, Outstanding graduates of Shandong Province

Correspondence

Email: ywl_95@tju.edu.cn
Address: Building 55, College of Intelligence and Computing, Tianjin University Beiyangyuan Campus, No. 135 Yaguan Road, Jinnan District, Tianjin, 300350