Federated deep long-tailed learning: A survey. - Kan Li 001; Yang Li 082; Ji Zhang 017; Xin Liu 132; Zhichao Ma 002 (Neurocomputing, 2024)

Do Multimodal Language Models Really Understand Direction? A Benchmark for Compass Direction Reasoning. - Hang Yin 007; Zhifeng Lin; Xin Liu 132; Bin Sun 004; Kan Li 001 (ICASSP, 2025)

Federated ensemble learning on long-tailed data with prototypes. - Yang Li 082; Xin Liu 132; Kan Li 001 (Intell. Data Anal., 2025)