Multi-Layer Graph Attention Network for Sleep Stage Classification Based on EEG. - Qi Wang; Yecai Guo; Yuhui Shen; Shuang Tong; Hongcan Guo (Sensors, 2022)

Advancing Expert Specialization for Better MoE. - Hongcan Guo; Haolang Lu; Guoshun Nan; Bolun Chu; Jialin Zhuang; Yuan Yang; Wenhao Che; Sicong Leng; Qimei Cui; Xudong Jiang (CoRR, 2025)

Two Is Better Than One: Rotations Scale LoRAs. - Hongcan Guo; Guoshun Nan; Yuan Yang; Diyang Zhang; Haotian Li; Zhican Chen; Qinchuan Zhou; Yuhan Ran; Xinye Cao; Sicong Leng; Xiaofeng Tao; Xudong Jiang (CoRR, 2025)

Exploring LLM-Based Multi-Agent Situation Awareness for Zero-Trust Space-Air-Ground Integrated Network. - Xinye Cao; Guoshun Nan; Hongcan Guo; Hanqing Mu; Long Wang; Yihan Lin; Qinchuan Zhou; Jiayi Li; Baohua Qin; Qimei Cui; Xiaofeng Tao; He Fang; et al. (IEEE J. Sel. Areas Commun., 2025)

Advancing Compositional LLM Reasoning with Structured Task Relations in Interactive Multimodal Communications. - Xinye Cao; Hongcan Guo; Guoshun Nan; Jiaoyang Cui; Haoting Qian; Yihan Lin; Yilin Peng; Diyang Zhang; Yanzhao Hou; Huici Wu; Xiaofeng Tao; Tony Q. S. Quek (CoRR, 2025)