Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation. - Hongwei Niu; Linhuang Xie; Jianghang Lin; Shengchuan Zhang (AAAI, 2025)

K-hop Hypergraph Neural Network: A Comprehensive Aggregation Approach. - Linhuang Xie; Shihao Gao; Jie Liu; Ming Yin 002; Taisong Jin (AAAI, 2025)

Generate Aligned Anomaly: Region-Guided Few-Shot Anomaly Image-Mask Pair Synthesis for Industrial Inspection. - Yilin Lu; Jianghang Lin; Linhuang Xie; Kai Zhao; Yansong Qu; Shengchuan Zhang; Liujuan Cao; Rongrong Ji (CoRR, 2025)