The rise of supramolecular and dynamic covalent chemistry has provided many approaches for the construction of dynamic polymers and materials with complex dynamic functions such as adaptability, responsiveness, self-healing properties, and green recycling properties. Among them, 1,2-dithiolane-based building blocks have become an important scaffold, featuring their ability of dynamic covalent disulfide-mediated reversible polymerization. This advantage endows this class of dynamic materials with both advantages of supramolecular polymers and adaptable covalent networks. In this thesis, multi-functional dynamic materials are explored, focusing on the polymeric materials made from thioctic acid and its derivatives.