Xinyi Sheng

According to our database, Xinyi Sheng authored at least 15 papers between 2023 and 2026.

Collaborative distances:

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

2026

FUBA: Backdoor Federated Learning via Federated Unlearning.

Xinyi Sheng, Wei Bao, Yichen Guo, Sen Fu

IEEE Trans. Artif. Intell., May, 2026

Ergodicity in reinforcement learning.

Dominik Baumann, Erfaun Noorani, Arsenii Mustafin, Xinyi Sheng, Bert Verbruggen, Arne Vanhoyweghen, Vincent Ginis, Thomas B. Schön

CoRR, March, 2026

Retaliatory Attacks Against Federated Unlearning via Data Leakage.

Xinyi Sheng, Wei Bao, Hequn Wang, Yuqin Liu, Sen Fu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Geometry-Inspired Unified Framework for Discounted and Average Reward MDPs.

Arsenii Mustafin, Xinyi Sheng, Dominik Baumann

CoRR, October, 2025

FairGuard: A Fairness Attack and Defense Framework in Federated Learning.

Xinyi Sheng, Zhengjie Yang, Wei Bao

IEEE Trans. Dependable Secur. Comput., 2025

The Therapeutic Effects and Neural Mechanisms of Low-Intensity Focused Ultrasound Stimulation on Emotional Disorders Induced by Simulated Microgravity.

Lianghui Meng, Wenjun Zhao, Xinyi Sheng, Yan Luo, Rong Liang, Ling Wang, Jiajia Yang

Proceedings of the 2025 12th International Conference on Biomedical and Bioinformatics Engineering, 2025

Toward Secure Federated Partial Label Learning Against Poisoning Attacks.

Xubin Chen, Zhengjie Yang, Xinyi Sheng, Sen Fu, Wei Bao

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

Beyond expected value: geometric mean optimization for long-term policy performance in reinforcement learning.

Xinyi Sheng, Dominik Baumann

Proceedings of the 64th IEEE Conference on Decision and Control, 2025

2024

Joint Video Denoising and Super-Resolution Network for IoT Cameras.

Liming Ge, Wei Bao, Xinyi Sheng, Dong Yuan, Bing Bing Zhou, Zhiyong Wang

IEEE Internet Things J., September, 2024

DPG-FairFL: A Dual-Phase GAN-Based Defense Framework Against Image-Based Fairness Data Poisoning Attacks in Federated Learning.

Yichen Guo, Xinyi Sheng, Wei Bao, Bing Bing Zhou

Proceedings of the Algorithms and Architectures for Parallel Processing, 2024

Robust Federated Unlearning.

Xinyi Sheng, Wei Bao, Liming Ge

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Real-time Night Surveillance Video Retrieval through Calibrated Denoising and Super-resolution.

Liming Ge, Wei Bao, Xinyi Sheng, Dong Yuan, Bing Bing Zhou

Proceedings of the International Joint Conference on Neural Networks, 2023

Chinese Emergency Event Extraction Based on Contrastive Learning with Event Semantic Features.

Xinyi Sheng, Jinguang Gu, Youcheng Yan, Fangfang Xu

Proceedings of the 19th International Conference on Natural Computation, 2023

A Task-Oriented Multi-turn Dialogue Mechanism for the Smart Cockpit.

Xiaoyu Yang, Xinyi Sheng, Jinguang Gu

Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

A Situation Knowledge Graph Construction Mechanism with Context-Aware Services for Smart Cockpit.

Xinyi Sheng, Jinguang Gu, Xiaoyu Yang

Proceedings of the Web and Big Data - 7th International Joint Conference, 2023