pFedLHNs: Personalized Federated Learning via Local Hypernetworks. - Liping Yi; Xiaorong Shi; Nan Wang 040; Ziyue Xu 005; Gang Wang 001; Xiaoguang Liu 001 (ICANN (3), 2023)

FFEDCL: Fair Federated Learning with Contrastive Learning. - Xiaorong Shi; Liping Yi; Xiaoguang Liu 001; Gang Wang 001 (ICASSP, 2023)

FedRRA: Reputation-Aware Robust Federated Learning against Poisoning Attacks. - Liping Yi; Xiaorong Shi; Wenrui Wang; Gang Wang 001; Xiaoguang Liu 001 (IJCNN, 2023)

XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL. - Yingqi Gao; Yifu Liu; Xiaoxia Li; Xiaorong Shi; Yin Zhu; Yiming Wang; Shiqi Li; Wei Li; Yuntao Hong; Zhiling Luo; Jinyang Gao; Liyu Mou; et al. (CoRR, 2024)

SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity. - Pengfei Jing; Mengyun Tang; Xiaorong Shi; Xing Zheng; Sen Nie; Shi Wu; Yong Yang; Xiapu Luo (CoRR, 2024)

pFedKT: Personalized federated learning with dual knowledge transfer. - Liping Yi; Xiaorong Shi; Nan Wang 040; Gang Wang 001; Xiaoguang Liu 001; Zhuan Shi; Han Yu 001 (Knowl. Based Syst., 2024)

Improving RGB-infrared object detection with cascade alignment-guided transformer. - Maoxun Yuan; Xiaorong Shi; Nan Wang; Yinyan Wang; Xingxing Wei (Inf. Fusion, 2024)

FedPE: Adaptive Model Pruning-Expanding for Federated Learning on Mobile Devices. - Liping Yi; Xiaorong Shi; Nan Wang 040; Jinsong Zhang; Gang Wang 001; Xiaoguang Liu 001 (IEEE Trans. Mob. Comput., 2024)

Evaluation Report on MCP Servers. - Zhiling Luo; Xiaorong Shi; Xuanrui Lin; Jinyang Gao (CoRR, 2025)

XiYan-SQL: A Novel Multi-Generator Framework For Text-to-SQL. - Yifu Liu; Yin Zhu; Yingqi Gao; Zhiling Luo; Xiaoxia Li; Xiaorong Shi; Yuntao Hong; Jinyang Gao; Yu Li; Bolin Ding; Jingren Zhou 001 (CoRR, 2025)