Sheng Ouyang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Data Collection

Graph Representation

Clustering Algorithm

Top Venues

Publications

Yulan Hu, Qingyang Li, Sheng Ouyang, Ge Chen, Kaihui Chen, Lijun Mei, Xucheng Ye, Fuzheng Zhang, Yong Liu
Towards Comprehensive Preference Data Collection for Reward Modeling. CoRR (2024)
Sheng Ouyang, Jianzong Wang, Yong Zhang, Zhitao Li, Ziqi Liang, Xulong Zhang, Ning Cheng, Jing Xiao
QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering. CoRR (2024)
Yulan Hu, Sheng Ouyang, Zhirui Yang, Ge Chen, Junchen Wan, Xiao Wang, Yong Liu
Exploring Task Unification in Graph Representation Learning via Generative Approach. CoRR (2024)
Ge Chen, Yulan Hu, Sheng Ouyang, Yong Liu, Cuicui Luo
Preserving Node Distinctness in Graph Autoencoders via Similarity Distillation. CoRR (2024)
Ge Chen, Yulan Hu, Sheng Ouyang, Zhirui Yang, Yong Liu, Cuicui Luo
IdmGAE: Importance-Inspired Dynamic Masking for Graph Autoencoders. SIGIR (2024)
Zhirui Yang, Yulan Hu, Sheng Ouyang, Jingyu Liu, Shuqiang Wang, Xibo Ma, Wenhan Wang, Hanjing Su, Yong Liu
WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets. AAAI (2024)
Yulan Hu, Sheng Ouyang, Zhirui Yang, Yi Zhao, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Yong Liu
GFMAE: Self-Supervised GNN-Free Masked Autoencoders. ICASSP (2024)
Yulan Hu, Sheng Ouyang, Jingyu Liu, Ge Chen, Zhirui Yang, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Yong Liu
Do We Really Need Contrastive Learning for Graph Representation? CoRR (2023)
Yulan Hu, Zhirui Yang, Sheng Ouyang, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Yong Liu
HGCVAE: Integrating Generative and Contrastive Learning for Heterogeneous Graph Learning. CoRR (2023)
Jiaxin Fan, Yong Zhang, Hanzhang Li, Jianzong Wang, Zhitao Li, Sheng Ouyang, Ning Cheng, Jing Xiao
Boosting Chinese ASR Error Correction with Dynamic Error Scaling Mechanism. CoRR (2023)
Yulan Hu, Sheng Ouyang, Zhirui Yang, Yong Liu
VIGraph: Self-supervised Learning for Class-Imbalanced Node Classification. CoRR (2023)
Jiaxin Fan, Yong Zhang, Hanzhang Li, Jianzong Wang, Zhitao Li, Sheng Ouyang, Ning Cheng, Jing Xiao
Boosting Chinese ASR Error Correction with Dynamic Error Scaling Mechanism. INTERSPEECH (2023)
Shaojie Li, Sheng Ouyang, Yong Liu
Understanding the Generalization Performance of Spectral Clustering Algorithms. AAAI (2023)
Shaojie Li, Sheng Ouyang, Yong Liu
Understanding the Generalization Performance of Spectral Clustering Algorithms. CoRR (2022)
Yonghua Wang, Pin Wan, Sheng Ouyang, Fei Yuan, Yuli Fu
Spectrum Handoff Method Based on Extenics for Cognitive Radio Sensor Networks. Int. J. Online Eng. 12 (3) (2016)