SCaTNet: A Novel Self-supervised Contrastive Framework with Spatial-Channel Attention and Temporal Transformer for Few-Shot Action Recognition. - Zanxi Ruan; Yingmei Wei; Yanming Guo; Yuxiang Xie; Yifei Yuan (ACAI, 2023)

Exploration of Network Optimization Strategies Based On the TSN Model. - Yifei Yuan; Zanxi Ruan; Yingmei Wei; Tingshuai Jiang (ACAI, 2023)

Dual-Branch Fusion with Style Modulation for Cross-Domain Few-Shot Semantic Segmentation. - Qiuyu Kong; Jiangming Chen; Jie Jiang 017; Zanxi Ruan; Lai Kang (ACM Multimedia, 2024)

Few-shot event-based action recognition. - Zanxi Ruan; Nan Pu; Jiangming Chen; Songqun Gao; Yanming Guo; Qiuyu Kong; Yuxiang Xie; Yingmei Wei (Neural Networks, 2025)

Latent Space Synergy: Text-Guided Data Augmentation for Direct Diffusion Biomedical Segmentation. - Muhammad Aqeel; Maham Nazir; Zanxi Ruan; Francesco Setti (CoRR, 2025)

LOTS of Fashion! Multi-Conditioning for Image Generation via Sketch-Text Pairing. - Federico Girella; Davide Talon; Ziyue Liu; Zanxi Ruan; Yiming Wang; Marco Cristani (CoRR, 2025)