Kunlan Xiang

14 papers A* 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Delayed Backdoor Attacks: Exploring the Temporal Dimension as a New Attack Surface in Pre-Trained Models.
CoRR
Zikang Ding, Haomiao Yang, Meng Hao, Wenbo Jiang, Kunlan Xiang, Runmeng Du, Yijing Liu, Ruichen Zhang, Dusit Niyato
2026 J jnl
KiST: Kernel improved spectral theory model for multivariate time series forecasting.
Inf. Sci.
Haoxin Wang, Yipeng Mo, Kunlan Xiang, Bixiong Li, Songhai Fan, Yiping Jiang, Site Mo
2025 J jnl
BadTime: An Effective Backdoor Attack on Multivariate Long-Term Time Series Forecasting.
CoRR
Kunlan Xiang, Haomiao Yang, Meng Hao, Haoxin Wang, Shaofeng Li, Wenbo Jiang
2025 A* conf
CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting.
AAAI
Haoxin Wang, Yipeng Mo, Kunlan Xiang, Nan Yin, Honghe Dai, Bixiong Li, Songhai Fan, Site Mo
2025 J jnl
PPEC: A Privacy-Preserving, Cost-Effective Incremental Density Peak Clustering Analysis on Encrypted Outsourced Data.
IEEE Trans. Cloud Comput.
Haomiao Yang, Zikang Ding, Ruiheng Lu, Kunlan Xiang, Hongwei Li, Dakui Wu
2025 J jnl
Privacy Preservation of Large Language Models in the Metaverse Era: Research Frontiers, Categorical Comparisons, and Future Directions.
Int. J. Netw. Manag.
Dabin Huang, Mengyu Ge, Kunlan Xiang, Xiaolei Zhang, Haomiao Yang
2025 J jnl
The Gradient Puppeteer: Adversarial Domination in Gradient Leakage Attacks Through Model Poisoning.
IEEE Trans. Inf. Forensics Secur.
Kunlan Xiang, Haomiao Yang, Meng Hao, Shaofeng Li, Haoxin Wang, Zikang Ding, Wenbo Jiang, Tianwei Zhang
2025 J jnl
The Gradient Puppeteer: Adversarial Domination in Gradient Leakage Attacks through Model Poisoning.
CoRR
Kunlan Xiang, Haomiao Yang, Meng Hao, Haoxin Wang, Shaofeng Li, Zikang Ding, Tianwei Zhang
2024 J jnl
A Comprehensive Overview of Backdoor Attacks in Large Language Models Within Communication Networks.
IEEE Netw.
Haomiao Yang, Kunlan Xiang, Mengyu Ge, Hongwei Li, Rongxing Lu, Shui Yu
2024 J jnl
Gradient Leakage Attacks in Federated Learning: Research Frontiers, Taxonomy, and Future Directions.
IEEE Netw.
Haomiao Yang, Mengyu Ge, Dongyun Xue, Kunlan Xiang, Hongwei Li, Rongxing Lu
2023 J jnl
A Comprehensive Overview of Backdoor Attacks in Large Language Models within Communication Networks.
CoRR
Haomiao Yang, Kunlan Xiang, Hongwei Li, Rongxing Lu
2023 J jnl
FedVAE: Communication-Efficient Federated Learning With Non-IID Private Data.
IEEE Syst. J.
Haomiao Yang, Mengyu Ge, Kunlan Xiang, Xuejun Bai, Hongwei Li
2023 J jnl
Using Highly Compressed Gradients in Federated Learning for Data Reconstruction Attacks.
IEEE Trans. Inf. Forensics Secur.
Haomiao Yang, Mengyu Ge, Kunlan Xiang, Jingwei Li
2022 — conf
A Predictive Model of COVID-19 mRNA Vaccine Reactivity based on Dual Attention for Federated Learning Scenarios.
HPCC/DSS/SmartCity/DependSys
Mengyu Ge, Haomiao Yang, Xian Ming, Kunlan Xiang