Data Augmentation on Graphs: A Survey. - Jiajun Zhou; Chenxuan Xie; Zhenyu Wen; Xiangyu Zhao 001; Qi Xuan 001 (CoRR, 2022)

Neighborhood Homophily-based Graph Convolutional Network. - Shengbo Gong; Jiajun Zhou; Chenxuan Xie; Qi Xuan 001 (CIKM, 2023)

Multi-triplet Feature Augmentation for Ponzi Scheme Detection in Ethereum. - Chengxiang Jin; Jiajun Zhou; Shengbo Gong; Chenxuan Xie; Qi Xuan 001 (ICDM (Workshops), 2023)

Neighborhood Homophily-Guided Graph Convolutional Network. - Shengbo Gong; Jiajun Zhou; Chenxuan Xie; Qi Xuan 001 (CoRR, 2023)

PathMLP: Smooth Path Towards High-order Homophily. - Chenxuan Xie; Jiajun Zhou; Shengbo Gong; Jiacheng Wan; Jiaxu Qian; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (CoRR, 2023)

Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-supervision. - Chenxiang Jin; Jiajun Zhou; Chenxuan Xie; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (CoRR, 2024)

Rethinking Graph Transformer Architecture Design for Node Classification. - Jiajun Zhou; Xuanze Chen; Chenxuan Xie; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (CoRR, 2024)

PathMLP: Smooth path towards high-order homophily. - Jiajun Zhou; Chenxuan Xie; Shengbo Gong; Jiaxu Qian; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (Neural Networks, 2024)

Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-Supervision. - Chengxiang Jin; Jiajun Zhou; Chenxuan Xie; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Inf. Forensics Secur., 2025)

BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese. - Peilin Zhou; Bruce Leon; Xiang Ying; Can Zhang 001; Yifan Shao; Qichen Ye; Dading Chong; Zhiling Jin; Chenxuan Xie; Meng Cao 002; Yuxin Gu; Sixin Hong; et al. (CoRR, 2025)

Clarify Confused Nodes via Separated Learning. - Jiajun Zhou; Shengbo Gong; Xuanze Chen; Chenxuan Xie; Shanqing Yu; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents. - Weizhi Zhang 001; Yangning Li; Yuanchen Bei; Junyu Luo 002; Guancheng Wan; Liangwei Yang; Chenxuan Xie; Yuyao Yang; Wei-Chieh Huang; Chunyu Miao; Henry Peng Zou; Xiao Luo 001; et al. (CoRR, 2025)

Data Augmentation on Graphs: A Technical Survey. - Jiajun Zhou; Chenxuan Xie; Shengbo Gong; Zhenyu Wen; Xiangyu Zhao 001; Qi Xuan 001; Xiaoniu Yang (ACM Comput. Surv., 2025)