Jianjian Yin

About Me

I am currently a Ph.D. candidate in the school of Computer Science and Engineering at Nanjing University of Science and Technology (NJUST), honored to be supervised by Prof. Yazhou Yao. I have been a long-term research intern at Zhejiang University, honored to be supervised by Prof. Wenguan Wang. Before that, I received my undergraduate and master’s degrees from Anhui University of Chinese Medicine and Nanjing Normal University, respectively.

Research Interests

• Model Acceleration: One-shot Model Pruning, Post-Training Quantization
• Perceptron Model: Medical image segmentation, Semi-supervised Learning, Semantic Segmentation

News

• [Feb. 2026] Our paper “PCA-Seg: Revisiting Cost Aggregation for Open-Vocabulary Semantic and Part Segmentation” is accepted to CVPR 2026!
• [Feb. 2026] Our paper “DepMatch: Boosting Semi-supervised Semantic Segmentation by Exploring Depth Difference Knowledge” is accepted to TIP 2026!
• [Jan. 2025] Our paper “Semi-supervised Semantic Segmentation with Multi-Constraint Consistency Learning” is accepted to TMM 2025!
• [Jan. 2025] Our paper “Uncertainty-Participation Context Consistency Learning for Semi-supervised Semantic Segmentation” is accepted to ICASSP 2025!
• [Sep. 2024] Our paper “Class Probability Space Regularization for Semi-supervised Semantic Segmentation” is accepted to CVIU 2024!
• [Mar. 2024] Our paper “Class-Level Multiple Distributions Representation are Necessary for Semantic Segmentation” is accepted to DASFAA 2024!

Publications

Services

Journal Reviewers

• IEEE Transactions on Image Processing (TIP)
• IEEE Transactions on Multimedia (TMM)
• IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
• IEEE Transactions on Geoscience and Remote Sensing (TGRS)
• Pattern Recognition (PR)
• Information Fusion (IF)
• Neural Networks (NN)
• Knowledge-based Systems (KBS)
• Neurocomputing
• The Visual Computer
• Expert Systems with Applications
• Biomedical Signal Processing and Control

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