LoRA-drop: Efficient LoRA Parameter Pruning based on Output Evaluation. - Hongyun Zhou; Xiangyu Lu; Wang Xu; Conghui Zhu; Tiejun Zhao (CoRR, 2024)

LoRA-drop: Efficient LoRA Parameter Pruning based on Output Evaluation. - Hongyun Zhou; Xiangyu Lu; Wang Xu; Conghui Zhu; Tiejun Zhao; Muyun Yang (COLING, 2025)

SEO: Stochastic Experience Optimization for Large Language Models. - Jitao Xu 003; Hongyun Zhou; Lei Shen; Conghui Zhu; Jin Huang; Yitao Duan (CoRR, 2025)

DuplexMamba: Enhancing Real-time Speech Conversations with Duplex and Streaming Capabilities. - Xiangyu Lu; Xu Wang; Haoyu Wang; Hongyun Zhou; Haiyan Zhao; Conghui Zhu; Tiejun Zhao; Muyun Yang (CoRR, 2025)