Sheng Ouyang

According to our database, Sheng Ouyang authored at least 16 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

GUNDAM: Aligning Large Language Models with Graph Understanding.

Sheng Ouyang, Yulan Hu, Ge Chen, Yong Liu

CoRR, 2024

Preserving Node Distinctness in Graph Autoencoders via Similarity Distillation.

Ge Chen, Yulan Hu, Sheng Ouyang, Yong Liu, Cuicui Luo

CoRR, 2024

Towards Comprehensive Preference Data Collection for Reward Modeling.

Yulan Hu, Qingyang Li, Sheng Ouyang, Ge Chen, Kaihui Chen, Lijun Mei, Xucheng Ye, Fuzheng Zhang, Yong Liu

CoRR, 2024

Exploring Task Unification in Graph Representation Learning via Generative Approach.

Yulan Hu, Sheng Ouyang, Zhirui Yang, Ge Chen, Junchen Wan, Xiao Wang, Yong Liu

CoRR, 2024

Efficient Online Path Selection and Workload Allocation for In-Network Computing in MEC.

Sheng Ouyang, Fanlong Zhang, Junyu Mai, Yuan Chai, Quan Chen, Yongchao Tao

Proceedings of the Wireless Artificial Intelligent Computing Systems and Applications, 2024

IdmGAE: Importance-Inspired Dynamic Masking for Graph Autoencoders.

Ge Chen, Yulan Hu, Sheng Ouyang, Zhirui Yang, Yong Liu, Cuicui Luo

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering.

Sheng Ouyang, Jianzong Wang, Yong Zhang, Zhitao Li, Ziqi Liang, Xulong Zhang, Ning Cheng, Jing Xiao

Proceedings of the International Joint Conference on Neural Networks, 2024

GFMAE: Self-Supervised GNN-Free Masked Autoencoders.

Yulan Hu, Sheng Ouyang, Zhirui Yang, Yi Zhao, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Yong Liu

Proceedings of the IEEE International Conference on Acoustics, 2024

Advancing Latent Representation Ranking for Masked Graph Autoencoder.

Yulan Hu, Ge Chen, Sheng Ouyang, Zhirui Yang, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Zhao Cao, Shangquan Wu, Yong Liu

Proceedings of the Database Systems for Advanced Applications, 2024

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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

VIGraph: Self-supervised Learning for Class-Imbalanced Node Classification.

Yulan Hu, Sheng Ouyang, Zhirui Yang, Yong Liu

CoRR, 2023

Do We Really Need Contrastive Learning for Graph Representation?

Yulan Hu, Sheng Ouyang, Jingyu Liu, Ge Chen, Zhirui Yang, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Yong Liu

CoRR, 2023

HGCVAE: Integrating Generative and Contrastive Learning for Heterogeneous Graph Learning.

Yulan Hu, Zhirui Yang, Sheng Ouyang, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Yong Liu

CoRR, 2023

Boosting Chinese ASR Error Correction with Dynamic Error Scaling Mechanism.

Jiaxin Fan, Yong Zhang, Hanzhang Li, Jianzong Wang, Zhitao Li, Sheng Ouyang, Ning Cheng, Jing Xiao

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Understanding the Generalization Performance of Spectral Clustering Algorithms.

Shaojie Li, Sheng Ouyang, Yong Liu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2016

Spectrum Handoff Method Based on Extenics for Cognitive Radio Sensor Networks.

Yonghua Wang, Pin Wan, Sheng Ouyang, Fei Yuan, Yuli Fu

Int. J. Online Eng., 2016