Using Multiple-Feature-Spaces-Based Deep Learning for Tool Condition Monitoring in Ultraprecision Manufacturing. - Chengming Shi; George Panoutsos; Bo Luo; Hongqi Liu; Bin Li 026; Xu Lin (IEEE Trans. Ind. Electron., 2019)

Tool Wear Prediction via Multidimensional Stacked Sparse Autoencoders With Feature Fusion. - Chengming Shi; Bo Luo; Songping He; Kai Li; Hongqi Liu; Bin Li 026 (IEEE Trans. Ind. Informatics, 2020)

Reinforcement learning with Demonstrations from Mismatched Task under Sparse Reward. - Yanjiang Guo; Jingyue Gao; Zheng Wu; Chengming Shi; Jianyu Chen (CoRL, 2022)

HiRT: Enhancing Robotic Control with Hierarchical Robot Transformers. - Jianke Zhang; Yanjiang Guo; Xiaoyu Chen; Yen-Jen Wang; Yucheng Hu; Chengming Shi; Jianyu Chen (CoRL, 2024)

Advancing Humanoid Locomotion: Mastering Challenging Terrains with Denoising World Model Learning. - Xinyang Gu; Yen-Jen Wang; Xiang Zhu; Chengming Shi; Yanjiang Guo; Yichen Liu; Jianyu Chen (Robotics: Science and Systems, 2024)

Lifelong Learning of Large Language Model based Agents: A Roadmap. - Junhao Zheng; Chengming Shi; Xidi Cai; Qiuke Li; Duzhen Zhang; Chenxing Li; Dong Yu 001; Qianli Ma 001 (CoRR, 2025)

Towards Lifelong Learning of Large Language Models: A Survey. - Junhao Zheng; Shengjie Qiu; Chengming Shi; Qianli Ma 001 (ACM Comput. Surv., 2025)