论文

MemTensor Team, et al. (2026). MemT-1.0: Towards Memory-Native Evolution. ArXiv 2026.

Yupeng Huo, Yaxi Lu, Zhong Zhang, Haotian Chen

Supervisor

, Yankai Lin (2026). AtomMem: Learnable Dynamic Agentic Memory with Atomic Memory Operation. In EMNLP 2026.

Wentong Chen, Xin Cong, Zhong Zhang, Yaxi Lu, Siyuan Zhao, Yesai Wu, Qinyu Luo, Haotian Chen

Corresponding author

Corresponding author

, Zhiyuan Liu, Maosong Sun (2026). Test-Time Deep Thinking to Explore Implicit Rules. In KDD 2026.

Shengda Fan, Xuyan Ye, Yupeng Huo, Zhi-Yuan Chen, Yiju Guo, Shenzhi Yang, Wenkai Yang, Shuqi Ye, Jingwen Chen, Haotian Chen, Xin Cong, Yankai Lin

Corresponding author

(2026). AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents. In KDD 2026.

Equal contribution

Equal contribution

Equal contribution

, Yaxi Lu, Xin Cong, Zhong Zhang, Yankai Lin, Zhiyuan Liu, Maosong Sun (2026). Reflective Reinforcement Tool Learning.

Equal contribution

Equal contribution

, Yikun Fu, Yupeng Huo, Shenzhi Yang, Yesai Wu, Han Si, Xin Cong, Haotian Chen, Yankai Lin, et al., Zhiyuan Liu, Maosong Sun (2025). AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning. In EMNLP 2025 Demo.

MiniCPM Team, et al. (2025). MiniCPM4: Ultra-Efficient LLMs on End Devices. ArXiv 2025.

Equal contribution

Equal contribution

Equal contribution

Equal contribution

Equal contribution

, Yaxi Lu, Zhong Zhang, Xin Cong, Yankai Lin, Zhiyuan Liu, Maosong Sun (2025). ToLeaP: Rethinking Development of Tool Learning with Large Language Models. ArXiv 2025.

Equal contribution

Equal contribution

Equal contribution

, Haoxue Wang, Zeqi Ye, Xinjie Shen, Xiao Yang, Shizhao Sun, Weiqing Liu, Jiang Bian (2024). Collaborative Evolving Strategy for Automatic Data-Centric Development. ArXiv 2024.