Haojin Deng

PhD Candidate, Electrical and Computer Engineering
Western University · London, Ontario, Canada

I am a PhD candidate at Western University. My research interests include machine learning, representation learning, and contrastive learning.

Research interests

Diffusion-based data augmentation and hierarchical CLIP for real estate image annotation

Haojin Deng, Wandong Zhang, Yimin Yang, and Eman Nejad

Pattern Analysis and Applications, 28, 87 (2025). Publication

Context-Enriched Contrastive Loss: Enhancing Presentation of Inherent Sample Connections in Contrastive Learning Framework

Haojin Deng and Yimin Yang

IEEE Transactions on Multimedia, 27, 429–441 (2025). Publication

Agentic AI Workflow for End-to-End Prompt-Based Contextual Virtual Staging

Scott Murray, Haojin Deng, Yimin Yang, and Eman Nejad

CCECE, 245–250 (2025). Publication

Explored seeds generation for weakly supervised semantic segmentation

Terence Chow, Haojin Deng, Yimin Yang, Zhiping Lin, Huiping Zhuang, and Shan Du

Neural Computing and Applications, 36, 1007–1022 (2024). Publication

Minimizing EEG Human Interference: A Study of an Adaptive EEG Spatial Feature Extraction With Deep Convolutional Neural Networks

Haojin Deng, Shiqi Wang, Yimin Yang, W. G. Will Zhao, Hui Zhang, Ruizhong Wei, Q. M. Jonathan Wu, and Bao-Liang Lu

IEEE Transactions on Cognitive and Developmental Systems, 16(6), 1915–1928 (2024). Publication

Enhancing Residential Real Estate Search with Classification Strategies Using Diffusion and CLIP

Haojin Deng, Wandong Zhang, Yimin Yang, and Eman Nejad

ICCE, 1–6 (2024). Publication

Hierarchical One-Class Model With Subnetwork for Representation Learning and Outlier Detection

Wandong Zhang, Q. M. Jonathan Wu, W. G. Will Zhao, Haojin Deng, and Yimin Yang

IEEE Transactions on Cybernetics, 53(10), 6303–6316 (2023). Publication

Lecturer, Engineering Science 9320: Introduction to Machine Learning
Western University