This paper proposes online abstract debugging, which performs abstract interpretation on demand as the developer steps through the program, and instantiate this model for WebAssembly and presents a prototype implementation, demonstrating that developers can effectively draw sound conclusions about complex, potentially non-terminating looping programs.
Statically typed languages offer many advantages in software engineering, including bug prevention, enhanced code quality, and reduced maintenance costs. However, these benefits come at the expense of a steep learning curve and a slower development pace. Although known for its expressive and strong type system, Haskell...
Shuai Fu, Tim Dwyer, Peter James Stuckey et al.· International Conference on...· 0 citations
This paper investigates automated fault localization for verification-aware languages by comparing two paradigms: state-based and counterexample-based localization, and shows that counterexample-based approaches substantially outperform state-based localization in this setting.
Álvaro F. Silva, Isabel Amaral, João Pascoal Faria et al.· 1 citation· ⚡1
This approach uses LLMs to infer candidate specifications solely from test code and dynamic execution traces: the LLM observes only the program interface, selected inputs, and corresponding outputs or state changes, while the implementation internals remain hidden.
Tian-Hai Liu, Maximilian Müller, Tobias Hey et al.· 0 citations
This paper identifies patch verbosity as a major yet overlooked concern in LLM-based APR and proposes RECAP, a lightweight, plug-and-play adapter that attaches to existing repair frameworks after generation that achieves a substantially better size-correctness tradeoff.
Wen-Qiang Luo, J. Keung, Xiaoyu Shi et al.· 0 citations
Concolic execution is a variant of symbolic execution that runs a program simultaneously with concrete and symbolic inputs. It records the symbolic constraints encountered along a concrete execution path, then solves those constraints to generate inputs that explore new paths. Existing concolic engines generally follow...
Ding-Hong Zhong, Alexander Y. Bai, Mikail Khan et al.· 0 citations
Forbench is introduced, a word-level symbolic simulation framework that retains the familiar execution semantics of simulation but augments it with solver-backed symbolic signals and state transitions, enabling systematic exploration of RTL behaviors under symbolic inputs and conditions.
Ziyi Yang, Wenbin Che, Ziyue Zheng et al.· 0 citations
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