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eess.SY2025
Derivative-Agnostic Inference of Nonlinear Hybrid Systems
Hengzhi Yu, Bohan Ma, Mingshuai Chen +5
This paper addresses the problem of inferring a hybrid automaton from a set of input-output traces of a hybrid system exhibiting discrete mode switching between continuously evolvi…
cs.SE2025
Integrating Symbolic Execution with LLMs for Automated Generation of Program Specifications
Fanpeng Yang, Xu Ma, Shuling Wang +5
Automatically generating formal specifications including loop invariants, preconditions, and postconditions for legacy code is critical for program understanding, reuse and verific…