Yumeng Song

According to our database, Yumeng Song authored at least 11 papers between 2017 and 2026.

Collaborative distances:

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

2026

FEAT: A Linear-Complexity Foundation Model for Extremely Large Structured Data.

Zhenghang Song, Tang Qian, Lu Chen, Yushuai Li, Zhengke Hu, Bingbing Fang, Yumeng Song, Junbo Zhao, Sheng Zhang, Tianyi Li

CoRR, March, 2026

Uncovering Security Threats and Architecting Defenses in Autonomous Agents: A Case Study of OpenClaw.

Zonghao Ying, Xiao Yang, Siyang Wu, Yumeng Song, Yang Qu, Hainan Li, Tianlin Li, Jiakai Wang, Aishan Liu, Xianglong Liu

CoRR, March, 2026

TCRL: Temporal-Coupled Adversarial Training for Robust Constrained Reinforcement Learning in Worst-Case Scenarios.

Wentao Xu, Zhongming Yao, Weihao Li, Zhenghang Song, Yumeng Song, Tianyi Li, Yushuai Li

CoRR, February, 2026

2024

Quantifying Point Contributions: A Lightweight Framework for Efficient and Effective Query-Driven Trajectory Simplification.

Yumeng Song, Yu Gu, Tianyi Li, Yushuai Li, Christian S. Jensen, Ge Yu

Proc. VLDB Endow., October, 2024

CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network.

Yumeng Song, Yu Gu, Tianyi Li, Jianzhong Qi, Zhenghao Liu, Christian S. Jensen, Ge Yu

IEEE Trans. Knowl. Data Eng., September, 2024

DesTrans: A medical image fusion method based on Transformer and improved DenseNet.

Yumeng Song, Yin Dai, Weibin Liu, Yue Liu, Xinpeng Liu, Qiming Yu, Xinghan Liu, Ningfeng Que, Mingzhe Li

Comput. Biol. Medicine, 2024

Diffusion Model-Enhanced Contrastive Learning for Graph Representation.

Qi Dai, Yumeng Song, Yu Gu, Fangfang Li, Xiaohua Li

Proceedings of the Database Systems for Advanced Applications, 2024

2023

CLNIE: A Contrastive Learning Based Node Importance Evaluation Method for Knowledge Graphs with Few Labels.

Jingbo Wang, Yumeng Song, Yu Gu, Xiaohua Li, Fangfang Li

Proceedings of the Database Systems for Advanced Applications, 2023

2022

IncreGNN: Incremental Graph Neural Network Learning by Considering Node and Parameter Importance.

Di Wei, Yu Gu, Yumeng Song, Zhen Song, Fangfang Li, Ge Yu

Proceedings of the Database Systems for Advanced Applications, 2022

CSGNN: Improving Graph Neural Networks with Contrastive Semi-supervised Learning.

Yumeng Song, Yu Gu, Xiaohua Li, Chuanwen Li, Ge Yu

Proceedings of the Database Systems for Advanced Applications, 2022

2017

Bayesian robust principal component analysis with structured sparse component.

Ningning Han, Yumeng Song, Zhanjie Song

Comput. Stat. Data Anal., 2017