Xingyu Lyu

According to our database, Xingyu Lyu authored at least 13 papers between 2022 and 2026.

Collaborative distances:

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

2026

The Devil is in the Condition Numbers: Why is GLU Better than non-GLU Structure?

Xingyu Lyu, Qianqian Xu, Zhiyong Yang, Peisong Wen, Qingming Huang

CoRR, May, 2026

ALDEN: Boosting Private Data Extraction from Retrieval-Augmented Generation Systems via Active Learning and Distribution Estimation.

Xingyu Lyu, Jianfeng He, Ning Wang, Yidan Hu, Tao Li, Danjue Chen, Shixiong Li, Yimin Chen

CoRR, May, 2026

ADAM: A Systematic Data Extraction Attack on Agent Memory via Adaptive Querying.

Xingyu Lyu, Jianfeng He, Ning Wang, Yidan Hu, Tao Li, Danjue Chen, Shixiong Li, Yimin Chen

CoRR, April, 2026

EarlyShield: Early-Stage Screening for Robust Personalized Federated Learning.

Shixiong Li, Xingyu Lyu, Ning Wang, Tao Li, Danjue Chen, Yidan Hu, Yimin Chen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2026

2025

Demystifying Private Transactions and Their Impact in PoW and PoS Ethereum.

Xingyu Lyu, Mengya Zhang, Xiaokuan Zhang, Jianyu Niu, Yinqian Zhang, Zhiqiang Lin

CoRR, March, 2025

Two Heads Are Better than One: Model-Weight and Latent-Space Analysis for Federated Learning on Non-iid Data against Poisoning Attacks.

Xingyu Lyu, Ning Wang, Yang Xiao, Shixiong Li, Tao Li, Danjue Chen, Yimin Chen

CoRR, March, 2025

Buffer is All You Need: Defending Federated Learning against Backdoor Attacks under Non-iids via Buffering.

Xingyu Lyu, Ning Wang, Yang Xiao, Shixiong Li, Tao Li, Danjue Chen, Yimin Chen

Proceedings of the 24th IEEE International Conference on Trust, 2025

Beyond Uniformity: Robust Backdoor Attacks on Deep Neural Networks with Trigger Selection.

Shixiong Li, Xingyu Lyu, Ning Wang, Tao Li, Danjue Chen, Yimin Chen

Proceedings of the Data Science: Foundations and Applications, 2025

BoBa: Boosting Backdoor Detection Through Data Distribution Inference in Federated Learning.

Zhengyuan Jiang, Xingyu Lyu, Shanghao Shi, Yang Xiao, Yimin Chen, Y. Thomas Hou, Wenjing Lou, Ning Wang

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

SSE-SAM: Balancing Head and Tail Classes Gradually Through Stage-Wise SAM.

Xingyu Lyu, Qianqian Xu, Zhiyong Yang, Shaojie Lyu, Qingming Huang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Breaking the Privacy Barrier: On the Feasibility of Reorganization Attacks on Ethereum Private Transactions.

Mengya Zhang, Xingyu Lyu, Jianyu Niu, Xiaokuan Zhang, Yinqian Zhang, Zhiqiang Lin

Proceedings of the Annual Computer Security Applications Conference, 2024

2023

Nocturnal Blood Pressure Estimation from Sleep Plethysmography Using Machine Learning.

Gizem Yilmaz, Xingyu Lyu, Ju Lynn Ong, Lieng Hsi Ling, Thomas Penzel, B. T. Thomas Yeo, Michael W. L. Chee

Sensors, September, 2023

2022

An Empirical Study on Ethereum Private Transactions and the Security Implications.

Xingyu Lyu, Mengya Zhang, Xiaokuan Zhang, Jianyu Niu, Yinqian Zhang, Zhiqiang Lin

CoRR, 2022