Causal Inference over Visual-Semantic-Aligned Graph for Image Classification. - Lei Meng 001; Xiangxian Li; Xiaoshuo Yan; Haokai Ma; Zhuang Qi; Wei Wu; Xiangxu Meng (AAAI, 2025)

Semantic-Space-Intervened Diffusive Alignment for Visual Classification. - Zixuan Li; Lei Meng 001; Guoqing Chao; Wei Wu; Xiaoshuo Yan; Yimeng Yang; Zhuang Qi; Xiangxu Meng (CoRR, 2025)

Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification. - Xiaoshuo Yan; Zhaochuan Li; Lei Meng 001; Zhuang Qi; Wei Wu; Zixuan Li; Xiangxu Meng (CoRR, 2025)