Yumeng Song

13 papers Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
FEAT: A Linear-Complexity Foundation Model for Extremely Large Structured Data.
CoRR
Zhenghang Song, Tang Qian, Lu Chen, Yushuai Li, Zhengke Hu, Bingbing Fang, Yumeng Song, Junbo Zhao, Sheng Zhang, Tianyi Li
2026 J jnl
TCRL: Temporal-Coupled Adversarial Training for Robust Constrained Reinforcement Learning in Worst-Case Scenarios.
CoRR
Wentao Xu, Zhongming Yao, Weihao Li, Zhenghang Song, Yumeng Song, Tianyi Li, Yushuai Li
2026 J jnl
Uncovering Security Threats and Architecting Defenses in Autonomous Agents: A Case Study of OpenClaw.
CoRR
Zonghao Ying, Xiao Yang, Siyang Wu, Yumeng Song, Yang Qu, Hainan Li, Tianlin Li, Jiakai Wang, Aishan Liu, Xianglong Liu
2025 J jnl
Quantifying Point Contributions: A Lightweight Framework for Efficient and Effective Query-Driven Trajectory Simplification.
CoRR
Yumeng Song, Yu Gu, Tianyi Li, Yushuai Li, Christian S. Jensen, Ge Yu
2024 J jnl
CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network.
IEEE Trans. Knowl. Data Eng.
Yumeng Song, Yu Gu, Tianyi Li, Jianzhong Qi, Zhenghao Liu, Christian S. Jensen, Ge Yu
2024 J jnl
DesTrans: A medical image fusion method based on Transformer and improved DenseNet.
Comput. Biol. Medicine
Yumeng Song, Yin Dai, Weibin Liu, Yue Liu, Xinpeng Liu, Qiming Yu, Xinghan Liu, Ningfeng Que, Mingzhe Li
2024 — conf
Diffusion Model-Enhanced Contrastive Learning for Graph Representation.
DASFAA (6)
Qi Dai, Yumeng Song, Yu Gu, Fangfang Li, Xiaohua Li
2024 J jnl
Quantifying Point Contributions: A Lightweight Framework for Efficient and Effective Query-Driven Trajectory Simplification.
Proc. VLDB Endow.
Yumeng Song, Yu Gu, Tianyi Li, Yushuai Li, Christian S. Jensen, Ge Yu
2023 J jnl
CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network.
CoRR
Yumeng Song, Yu Gu, Tianyi Li, Jianzhong Qi, Zhenghao Liu, Christian S. Jensen, Ge Yu
2023 — conf
CLNIE: A Contrastive Learning Based Node Importance Evaluation Method for Knowledge Graphs with Few Labels.
DASFAA (2)
Jingbo Wang, Yumeng Song, Yu Gu, Xiaohua Li, Fangfang Li
2022 — conf
CSGNN: Improving Graph Neural Networks with Contrastive Semi-supervised Learning.
DASFAA (1)
Yumeng Song, Yu Gu, Xiaohua Li, Chuanwen Li, Ge Yu
2022 — conf
IncreGNN: Incremental Graph Neural Network Learning by Considering Node and Parameter Importance.
DASFAA (1)
Di Wei, Yu Gu, Yumeng Song, Zhen Song, Fangfang Li, Ge Yu
2017 J jnl
Bayesian robust principal component analysis with structured sparse component.
Comput. Stat. Data Anal.
Ningning Han, Yumeng Song, Zhanjie Song