A Situation Knowledge Graph Construction Mechanism with Context-Aware Services for Smart Cockpit. - Xinyi Sheng; Jinguang Gu; Xiaoyu Yang (APWeb-WAIM (2), 2023)

A Task-Oriented Multi-turn Dialogue Mechanism for the Smart Cockpit. - Xiaoyu Yang; Xinyi Sheng; Jinguang Gu (APWeb-WAIM (2), 2023)

Chinese Emergency Event Extraction Based on Contrastive Learning with Event Semantic Features. - Xinyi Sheng; Jinguang Gu; Youcheng Yan; Fangfang Xu (ICNC-FSKD, 2023)

Real-time Night Surveillance Video Retrieval through Calibrated Denoising and Super-resolution. - Liming Ge; Wei Bao 001; Xinyi Sheng; Dong Yuan 001; Bing Bing Zhou (IJCNN, 2023)

Robust Federated Unlearning. - Xinyi Sheng; Wei Bao 001; Liming Ge (CIKM, 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 001; Bing Bing Zhou (ICA3PP (4), 2024)

Joint Video Denoising and Super-Resolution Network for IoT Cameras. - Liming Ge; Wei Bao 001; Xinyi Sheng; Dong Yuan 001; Bing Bing Zhou; Zhiyong Wang 001 (IEEE Internet Things J., 2024)

FairGuard: A Fairness Attack and Defense Framework in Federated Learning. - Xinyi Sheng; Zhengjie Yang; Wei Bao 001 (IEEE Trans. Dependable Secur. Comput., 2025)