This article briefly describes some new approaches to stimuli-sensitive polymeric micelles and hollow spheres, which were developed in the authors' laboratory in recent years. (1) Self-assembly of component polymers to non-covalently connected micelles (NCCM) driven by specific interactions. For example, in water, PCL and PAA formed core-shell nanospheres due to interpolymer hydrogen bonding. After crosslinking the PAA shell and removing the PCL core, "nanocages" made of PAA network were obtained. This hollow structure shows perfect reversible size-pH dependence.(2) Simultaneous in-situ polymerization of monomers and self-assembly of the polymers. In this approach, PNIPAM network was formed by radical polymerization covering PCL particles. Hollow spheres of PNIPAM network were then obtained by biodegradation of the PCL core. Both the core-shell spheres and hollow spheres show reversible size dependence on temperature change because of the phase transition of PNIPAM around 32°C. (3) Complexation-induced micellization and transition between the micelles and hollow spheres. Graft copolymers of hydroxylethyl cellulose (HEC) and PAA were prepared by free radical polymerization. The copolymers showed pH dependent micellization, i.e., micelles formed when pH of the graft copolymer solution decreased to around 3. The micellar structure could be locked by crosslinking the PAA grafts. The resultant cross-linked micelles undergo pH-dependent transition between the micelles and hollow spheres, which accompanies a remarkable particle size change. Both the micellization and the structure transition were found to be reversible and associated with H-bonding complexation between the main chain and grafts.Keywords micelle, hollow sphere, hydrogen bonding, self-assembly, stimuli-sensitivityIn recent years, efforts in our group have been made to develop new routes for polymer micellization. Based on our long-term research on interpolymer complexation [1], we succeeded in developing a series of routes for macromolecular assembly [2]. Differing from the traditional self-assembly of block copolymers in selective solvents, we obtained a series of new type polymeric micelles via macromolecular assembly driven by interpolymer hydrogen bonding complexation, in which homopolymer, random copolymer, graft copolymer and oligomer were used as building blocks. As the new micelles have no covalent bond connecting the core and shell, they are called non-covalently connected micelles (NCCM). The procedure is also called "block-copolymer-free" route for polymer micellization. In this paper, we briefly summarize a part of this work with emphasis on the new routes to stimuli-sensitive NCCMs and hollow spheres, and the structure and properties of the obtained assemblies.Polymeric nanospheres or micelles (polymeric nanospheres, for simplification) with stable core-shell structures and hollow spheres with inner cavity structures in nano or sub-micro scales have many applications in biomedicine, micro-reactors, environmental protection and others. For exa...