Yuni Lai

31 papers A* 5B 1Misc 2Journal 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
SemanAegis: Toward Credential-Aware Semantic Communication Against Knowledge Leakage Threats.
IEEE Trans. Mob. Comput.
Xiao Yang, Yuni Lai, Gaolei Li, Jun Wu, Kai Zhou, Mingzhe Chen
2025 B conf
A Distributed Adaptive System with Strong Tie Graphs for Trust-Aware Reasoning in Adversarial Graphs.
SMC
Yu Bu, Yulin Zhu, Yuni Lai
2025 J jnl
AuditVotes: A Framework Towards More Deployable Certified Robustness for Graph Neural Networks.
CoRR
Yuni Lai, Yulin Zhu, Yixuan Sun, Yulun Wu, Bin Xiao, Gaolei Li, Jianhua Li, Kai Zhou
2025 J jnl
Auth-Graph: GenAI-empowered attribute-masked backdoor for on-demand authorizable graph learning.
Inf. Fusion
Xiao Yang, Gaolei Li, Kai Zhou, Yuni Lai, Jianhua Li
2025 J jnl
Enhancing Targeted Adversarial Attacks on Large Vision-Language Models through Intermediate Projector Guidance.
CoRR
Yiming Cao, Yanjie Li, Kaisheng Liang, Yuni Lai, Bin Xiao
2025 J jnl
From Bi-Level to One-Level: A Framework for Structural Attacks to Graph Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Yulin Zhu, Yuni Lai, Kaifa Zhao, Xiapu Luo, Mingquan Yuan, Jun Wu, Jian Ren, Kai Zhou
2025 A* conf
GraphProt: Certified Black-Box Shielding Against Backdoored Graph Models.
IJCAI
Xiao Yang, Yuni Lai, Kai Zhou, Gaolei Li, Jianhua Li, Hang Zhang
2025 J jnl
Multi-Grained Temporal-Spatial Graph Learning for Stable Traffic Flow Forecasting.
CoRR
Zhenan Lin, Yuni Lai, Wai Lun Lo, Richard Tai Chiu Hsung, Harris Sik-Ho Tsang, Xiaoyu Xue, Kai Zhou, Yulin Zhu
2025 J jnl
Provably Robust Adaptation for Language-Empowered Foundation Models.
CoRR
Yuni Lai, Xiaoyu Xue, Linghui Shen, Yulun Wu, Gaolei Li, Song Guo, Kai Zhou, Bin Xiao
2025 J jnl
Stealthy Dual-Trigger Backdoors: Attacking Prompt Tuning in LM-Empowered Graph Foundation Models.
CoRR
Xiaoyu Xue, Yuni Lai, Chenxi Huang, Yulin Zhu, Gaolei Li, Xiaoge Zhang, Kai Zhou
2024 J jnl
Adversarially Robust Signed Graph Contrastive Learning from Balance Augmentation.
CoRR
Jialong Zhou, Xing Ai, Yuni Lai, Kai Zhou
2024 Misc conf
Black-Box Attacks Against Signed Graph Analysis via Balance Poisoning.
ICNC
Jialong Zhou, Yuni Lai, Jian Ren, Kai Zhou
2024 A* conf
Collective Certified Robustness against Graph Injection Attacks.
ICML
Yuni Lai, Bailin Pan, Kaihuang Chen, Yancheng Yuan, Kai Zhou
2024 J jnl
Collective Certified Robustness against Graph Injection Attacks.
CoRR
Yuni Lai, Bailin Pan, Kaihuang Chen, Yancheng Yuan, Kai Zhou
2024 Misc conf
Cost Aware Untargeted Poisoning Attack Against Graph Neural Networks.
ICASSP
Yuwei Han, Yuni Lai, Yulin Zhu, Kai Zhou
2024 J jnl
Coupled-Space Attacks Against Random-Walk-Based Anomaly Detection.
IEEE Trans. Inf. Forensics Secur.
Yuni Lai, Marcin Waniek, Liying Li, Jingwen Wu, Yulin Zhu, Tomasz P. Michalak, Talal Rahwan, Kai Zhou
2024 A* conf
Node-aware Bi-smoothing: Certified Robustness against Graph Injection Attacks.
SP
Yuni Lai, Yulin Zhu, Bailin Pan, Kai Zhou
2024 A* conf
Poster: AuditVotes: A Framework towards Deployable Certified Robustness for GNNs.
CCS
Yuni Lai, Kai Zhou
2024 J jnl
Toward Adversarially Robust Recommendation From Adaptive Fraudster Detection.
IEEE Trans. Inf. Forensics Secur.
Yuni Lai, Yulin Zhu, Wenqi Fan, Xiaoge Zhang, Kai Zhou
2024 J jnl
Universally Robust Graph Neural Networks by Preserving Neighbor Similarity.
CoRR
Yulin Zhu, Yuni Lai, Xing Ai, Kai Zhou
2023 J jnl
Black-Box Attacks against Signed Graph Analysis via Balance Poisoning.
CoRR
Jialong Zhou, Yuni Lai, Jian Ren, Kai Zhou
2023 J jnl
Cost Aware Untargeted Poisoning Attack against Graph Neural Networks, .
CoRR
Yuwei Han, Yuni Lai, Yulin Zhu, Kai Zhou
2023 J jnl
Dual-Space Attacks against Random-Walk-based Anomaly Detection.
CoRR
Yuni Lai, Marcin Waniek, Yulin Zhu, Liying Li, Jingwen Wu, Tomasz P. Michalak, Talal Rahwan, Kai Zhou
2023 J jnl
Node-aware Bi-smoothing: Certified Robustness against Graph Injection Attacks.
CoRR
Yuni Lai, Yulin Zhu, Bailin Pan, Kai Zhou
2023 J jnl
Toward Certified Robustness of Graph Neural Networks in Adversarial AIoT Environments.
IEEE Internet Things J.
Yuni Lai, Jialong Zhou, Xiaoge Zhang, Kai Zhou
2022 A* conf
BinarizedAttack: Structural Poisoning Attacks to Graph-based Anomaly Detection.
ICDE
Yulin Zhu, Yuni Lai, Kaifa Zhao, Xiapu Luo, Mingquan Yuan, Jian Ren, Kai Zhou
2022 J jnl
From Bi-Level to One-Level: A Framework for Structural Attacks to Graph Anomaly Detection.
CoRR
Yulin Zhu, Yuni Lai, Kaifa Zhao, Xiapu Luo, Mingquan Yuan, Jun Wu, Jian Ren, Kai Zhou
2022 J jnl
How Fraudster Detection Contributes to Robust Recommendation.
CoRR
Yuni Lai, Kai Zhou
2021 J jnl
BinarizedAttack: Structural Poisoning Attacks to Graph-based Anomaly Detection.
CoRR
Yulin Zhu, Yuni Lai, Kaifa Zhao, Xiapu Luo, Mingquan Yuan, Jian Ren, Kai Zhou
2020 J jnl
Fine-grained emotion classification of Chinese microblogs based on graph convolution networks.
World Wide Web
Yuni Lai, Linfeng Zhang, Donghong Han, Rui Zhou, Guoren Wang
2019 J jnl
Fine-Grained Emotion Classification of Chinese Microblogs Based on Graph Convolution Networks.
CoRR
Yuni Lai, Linfeng Zhang, Donghong Han, Rui Zhou, Guoren Wang