Publications
Publications from 2020 to the present are arranged chronologically below, newest first. This list consolidates journal and conference publications from the lab website, DBLP and publisher records. For citation counts and the continuously updated record, please see Google Scholar.
Thumbnail policy: paper figures or graphical abstracts are used when a stable public source is available; otherwise a paper-specific visual card is shown rather than reusing an unrelated figure.
2026
- X. Li, W. Huang, N. Pan, K. Zhao, S. Yang, Y. Wang, M. Li, M. Ye, J. Xuan, and M. Li. RGMP: Recurrent Geometric-prior Multimodal Policy for Generalizable Humanoid Robot Manipulation. AAAI 2026, 15153–15161.

- X. Li, P. Fu, W. Huang, N. Pan, S. Yang, K. Zhao, G. Wan, M. Li, J. Xuan, and M. Li. When Attention Betrays: Erasing Backdoor Attacks in Robotic Policies by Reconstructing Visual Tokens. ICRA 2026, 16876–16883.

- M. Li et al. Adaptive Dexterous Manipulation for Humanoid Robots via a Guided Tactile Multimodal Foundation Model. SCIENTIA SINICA Technologica.
- M. Li et al. A Motion-Aware and Grasp-Aware Cooperative System for Dexterous Soft Robotic Manipulation. SCIENTIA SINICA Technologica.
- X. Li, S. Liu, and M. Li. A defect-guided robotic in-process repair framework for carbon fibre composite layup defects. Nondestructive Testing and Evaluation.
- S. Yang, Z. Liu, Y. Liu, X. Li, X. Fei, H. Huang, Z. Wang, and M. Li. Exploiting Vulnerabilities: Universal Adversarial Attacks on Vision-Language-Action Models in Robotics. arXiv preprint.

- S. Yang, Z. Liu, X. Li, R. Xiao, K. Zhu, and M. Li. ICI-VLA: In-Context Imitation with Spatiotemporally Aligned Demonstrations for Vision-Language-Action Models. arXiv preprint.

2025
- X. Liu, K. Ma, Y. Sun, Y. Song, X. Zhang, A. Chen, X. Li, W. Huang, H. Shi, M. Li, Y. Zhou, and S. Liu. Analytical and Optimal Strategy of Dynamic Current Balancing for Paralleled SiC MOSFETs With Cu-Clip Interconnection Considering Mutual Coupled Inductances. IEEE Transactions on Components, Packaging and Manufacturing Technology.
- Z. Li, J. Liu, D. Li, T. Teng, M. Li, S. Calinon, D. G. Caldwell, and F. Chen. ManiDP: Manipulability-Aware Diffusion Policy for Posture-Dependent Bimanual Manipulation. IROS 2025, 9956–9962.

- M. Li, F. Zhao, X. Li, M. Li, S. Liu, and M. Li. Design and Fabrication of a Piezoresistive Tactile Sensor Inspired by Human Skin Microstructure for Robotic Manipulation. IEEE Sensors Journal, 25(6), 10466–10475.

- Y. Gong, X. Li, R. Zhou, M. Li, and S. Liu. A robotized framework for real-time detection and in-situ repair of manufacturing defects in CFRP patch placement. Robotics and Computer-Integrated Manufacturing, 92, 102882.

- Y. Gong, R. Zhou, X. Li, S. Wang, M. Li, and S. Liu. Multi-task learning for predicting residual mechanical properties of CFRP laminates after impact. Composites Science and Technology, 261, 111054.

- Y. Gong, X. Li, R. Zhou, M. Li, and S. Liu. Deep reinforcement learning-based patch bonding method for damage repair of laminates. Composites Part A: Applied Science and Manufacturing, 109403 (online 2025).

2024
- X. Li, R. Zhou, W. Wang, M. Li, Y. Gong, and M. Li. Path planning for dual-arm fiber patch placement with temperature loss constraints. Engineering Applications of Artificial Intelligence, 133, 108518.

- M. Li, F. Zhao, X. Li, M. Li, S. Liu, and M. Li. Design and Fabrication of a Novel Miniature Magnetic Gripper. ICRA 2024, 1964–1970.
- P. Guo, C.-G. Yang, X. Li, Y. Zhang, and M. Li. A Review on Robotized Automated Lay-up Technology for Composite Material Manufacturing. Acta Automatica Sinica, 50(5), 873–897.
- J. Lin, J. Ke, R. Xiao, X. Jiang, M. Li, X. Xiao, and Z. Guo. Bioinspired Bidirectional Stiffening Soft Actuators Enable Versatile and Robust Grasping. Soft Robotics, 11(3), 494–507.
2023
- Y. Chen, J. Jiang, R. Lei, Y. Bekiroglu, F. Chen, and M. Li. GraspAda: Deep Grasp Adaptation through Domain Transfer. ICRA 2023, 10268–10274.







