What is the alternative to adjacency matrix?

I'm curious to know, what are the viable alternatives to using an adjacency matrix when it comes to representing graphs and networks in the realm of cryptography and blockchain technology? Are there any methods or data structures that offer comparable or even superior performance, scalability, and efficiency, particularly in scenarios where the network size is vast or dynamic?