Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network. - Yifei Sun 002; Haoran Deng; Yang Yang 009; Chunping Wang 001; Jiarong Xu; Renhong Huang; Linfeng Cao; Yang Wang; Lei Chen 082 (IJCAI, 2022)

Better with Less: A Data-Active Perspective on Pre-Training Graph Neural Networks. - Jiarong Xu; Renhong Huang; Xin Jiang; Yuxuan Cao; Carl Yang 001; Chunping Wang 001; Yang Yang 009 (NeurIPS, 2023)

Measuring Task Similarity and Its Implication in Fine-Tuning Graph Neural Networks. - Renhong Huang; Jiarong Xu; Xin Jiang; Chenglu Pan; Zhiming Yang; Chunping Wang 001; Yang Yang 009 (AAAI, 2024)

Can Modifying Data Address Graph Domain Adaptation? - Renhong Huang; Jiarong Xu; Xin Jiang; Ruichuan An; Yang Yang 009 (KDD, 2024)

Extracting Training Data from Molecular Pre-trained Models. - Renhong Huang; Jiarong Xu; Zhiming Yang; Xiang Si; Xin Jiang; Hanyang Yuan; Chunping Wang 001; Yang Yang 009 (NeurIPS, 2024)

Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach. - Hanyang Yuan; Jiarong Xu; Renhong Huang; Mingli Song; Chunping Wang 001; Yang Yang 009 (NeurIPS, 2024)