主题词：Quantum Computing Algorithms and Architecture; Quantum Information and Cryptography; Quantum Mechanics and Applications; Quantum-Dot Cellular Automata; Parallel Computing and Optimization Techniques; Low-power high-performance VLSI design; Complexity and Algorithms in Graphs; Quantum and electron transport phenomena; Advancements in Semiconductor Devices and Circuit Design; Quantum many-body systems; Cloud Computing and Resource Management; Neural Networks and Reservoir Computing; Computability, Logic, AI Algorithms; Matrix Theory and Algorithms; Advanced Optimization Algorithms Research; Advanced Data Storage Technologies; Stochastic Gradient Optimization Techniques; Machine Learning and Algorithms; Cryptography and Data Security; Graph theory and applications; Machine Learning in Materials Science; Neural Networks and Applications; Advanced Memory and Neural Computing; Coding theory and cryptography; Model Reduction and Neural Networks