Publications
You can also find my articles on my Google Scholar profile.
📝 Conferences
Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment [Project page]
Youjia Zhang, Youngeun Kim, Young-Geun Choi, Hongyeob Kim, Huiling Liu, Sungeun Hong
NeurIPS 2025
RA-Touch: Retrieval-Augmented Touch Understanding with Enriched Visual Data [Project page]
Yoorhim Cho*, Hongyeob Kim*, Semin Lee, Youjia Zhang, Yunseok Choi, Sungeun Hong
ACM Multimedia (MM) 2025
Question-Aware Gaussian Experts for Audio-Visual Question Answering [Project page]
Hongyeob Kim*, Inyoung Jung*, Dayoon Suh, Youjia Zhang, Sangmin Lee and Sungeun Hong
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025 [Highlight]
Intra-inter Modal Attention Blocks for RGB-D Semantic Segmentation [Project page]
Soyun Choi, Youjia Zhang and Sungeun Hong
International Conference on Multimedia Retrieval (ICMR) 2023 [Oral]
Spatio-channel Attention Blocks for Cross-modal Crowd Counting [Project page]
Youjia Zhang, Soyun Choi, and Sungeun Hong
Asian Conference on Computer Vision (ACCV) 2022 [Oral]
Multi-granularity Recurrent Attention Graph Neural Network for Few-Shot Learning [PDF]
Xu Zhang, Youjia Zhang, Zuyu Zhang
International Conference on Multimedia Modeling (MMM) 2021
📘 Journals
CAT-TPT: Class-Agnostic Text-based Test-time Prompt Tuning for Vision-Language Models [DOI]
Youjia Zhang, Huiling Liu, Youngeun Kim and Sungeun Hong
International Journal of Computer Vision (IJCV) 2025 [Q1, JCR Top 3%, IF 11.6]
Memory-Efficient Cross-Modal Attention for RGB-X Segmentation and Crowd Counting [DOI]
Youjia Zhang, Soyun Choi, and Sungeun Hong
Pattern Recognition 2025 [Q1, JCR: Top 6.9%]
Self-training Maximum Classifier Discrepancy for EEG Emotion Recognition [DOI]
Xu Zhang, Dengbing Huang, Hanyu Li, Youjia Zhang, Ying Xia, Jinzhuo Liu
CAAI Transactions on Intelligence Technology 2023 [Q1]
Discriminative Learning of Imaginary Data for Few-Shot Classification [DOI]
Xu Zhang, Youjia Zhang, Zuyu Zhang, Jinzhuo Liu
Neurocomputing 2022 [Q1]