Unifying Structural Proximity and Equivalence for Network Embedding. - Benyun Shi; Chunpeng Zhou; Hongjun Qiu; Xiaobin Xu 002; Jiming Liu 001 (IEEE Access, 2019)

Graph Convolutional Architectures via Arbitrary Order of Information Aggregation. - Chunpeng Zhou; Benyun Shi; Hongjun Qiu; Jiming Liu 001 (IEEE Access, 2020)

Multi-label Classification of Road Cracks Based on Semantic-Aware Mixup. - Chengyang Xu; Chunpeng Zhou; Zhi Yu (CIPAE, 2023)

Multi-View Fusion and Distillation for Subgrade Distresses Detection based on 3D-GPR. - Chunpeng Zhou; Kangjie Ning; Haishuai Wang; Zhi Yu; Sheng Zhou 004; Jiajun Bu (CoRR, 2023)

Hierarchical Knowledge Propagation and Distillation for Few-Shot Learning. - Chunpeng Zhou; Haishuai Wang; Sheng Zhou 004; Zhi Yu; Danushka Bandara; Jiajun Bu (Neural Networks, 2023)

Less is More : A Closer Look at Multi-Modal Few-Shot Learning. - Chunpeng Zhou; Haishuai Wang; Xilu Yuan; Zhi Yu; Jiajun Bu (CoRR, 2024)

SAM-SP: Self-Prompting Makes SAM Great Again. - Chunpeng Zhou; Kangjie Ning; Qianqian Shen; Sheng Zhou 004; Zhi Yu; Haishuai Wang (CoRR, 2024)

Less is more: A closer look at semantic-based few-shot learning. - Chunpeng Zhou; Zhi Yu; Xilu Yuan; Sheng Zhou 004; Jiajun Bu; Haishuai Wang (Inf. Fusion, 2025)

One Head Eight Arms: Block Matrix based Low Rank Adaptation for CLIP-based Few-Shot Learning. - Chunpeng Zhou; Qianqian Shen; Zhi Yu; Jiajun Bu; Haishuai Wang (CoRR, 2025)