Analysis of Sentiment Classification of Hotel Reviews Based on Multinomial Naive Bayes. - Zhirui Yang; Chunyan Li (ICEME, 2020)

Can Large Language Models Empower Molecular Property Prediction? - Chen Qian; Huayi Tang; Zhirui Yang; Hong Liang; Yong Liu (CoRR, 2023)

KwaiYiiMath: Technical Report. - Jia-Yi Fu; Lei Lin; Xiaoyang Gao; Pengli Liu; Zhengzong Chen; Zhirui Yang; Shengnan Zhang; Xue Zheng; Yan Li 043; Yuliang Liu; Xucheng Ye; Yiqiao Liao; et al. (CoRR, 2023)

HGCVAE: Integrating Generative and Contrastive Learning for Heterogeneous Graph Learning. - Yulan Hu; Zhirui Yang; Sheng Ouyang; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Yong Liu 018 (CoRR, 2023)

Do We Really Need Contrastive Learning for Graph Representation? - Yulan Hu; Sheng Ouyang; Jingyu Liu; Ge Chen 006; Zhirui Yang; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Yong Liu 018 (CoRR, 2023)

VIGraph: Self-supervised Learning for Class-Imbalanced Node Classification. - Yulan Hu; Sheng Ouyang; Zhirui Yang; Yong Liu (CoRR, 2023)

WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets. - Zhirui Yang; Yulan Hu; Sheng Ouyang; Jingyu Liu; Shuqiang Wang; Xibo Ma; Wenhan Wang; Hanjing Su; Yong Liu 018 (AAAI, 2024)

Advancing Latent Representation Ranking for Masked Graph Autoencoder. - Yulan Hu; Ge Chen 006; Sheng Ouyang; Zhirui Yang; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Zhao Cao; Shangquan Wu; Yong Liu 018 (DASFAA (6), 2024)

GFMAE: Self-Supervised GNN-Free Masked Autoencoders. - Yulan Hu; Sheng Ouyang; Zhirui Yang; Yi Zhao 006; Junchen Wan; Fuzheng Zhang; Zhongyuan Wang 006; Yong Liu 018 (ICASSP, 2024)

IdmGAE: Importance-Inspired Dynamic Masking for Graph Autoencoders. - Ge Chen 006; Yulan Hu; Sheng Ouyang; Zhirui Yang; Yong Liu 018; Cuicui Luo (SIGIR, 2024)

Exploring Task Unification in Graph Representation Learning via Generative Approach. - Yulan Hu; Sheng Ouyang; Zhirui Yang; Ge Chen 006; Junchen Wan; Xiao Wang; Yong Liu 018 (CoRR, 2024)

Integrated sentence-level speech perception evokes strengthened language networks and facilitates early speech development. - Qinqin Luo; Leyan Gao; Zhirui Yang; Sihui Chen; Jingwen Yang; Shuo Lu (NeuroImage, 2024)

Contrastive Pre-Training and Post-Tuning for Heterogeneous Graph Learning. - Yulan Hu; Sheng Ouyang; Zhirui Yang; Yong Liu (ICASSP, 2025)

Adversarial Masked Graph Autoencoders for Improved Graph Representation Learning. - Yulan Hu; Zhirui Yang; Sheng Ouyang; Yong Liu 018 (ICMR, 2025)

Natural rhythmic speech activates network reorganization with frontal community enhancing communication efficiency in patients with intrinsic brain tumor. - Leyan Gao; Zhirui Yang; Yuyao Zhou; Jingwen Yang; Qinqin Luo; Ruiyan Feng; Keting Ou; Rui Feng; Shuo Lu (NeuroImage, 2025)

FedHiP: Heterogeneity-Invariant Personalized Federated Learning Through Closed-Form Solutions. - Jianheng Tang 001; Zhirui Yang; Jingchao Wang; Kejia Fan; Jinfeng Xu; Huiping Zhuang; Anfeng Liu; Houbing Herbert Song; Leye Wang; Yunhuai Liu (CoRR, 2025)

APFL: Analytic Personalized Federated Learning via Dual-Stream Least Squares. - Kejia Fan; Jianheng Tang 001; Zhirui Yang; Feijiang Han; Jiaxu Li; Run He; Yajiang Huang; Anfeng Liu; Houbing Herbert Song; Yunhuai Liu; Huiping Zhuang (CoRR, 2025)