3 papers indexed here
We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.
Not the right person? Other researchers publish under this name.
Improving an LLM agent requires knowing what to change when it fails. Similar failures can require different fixes, and resolving one problem can expose another. We introduce Trace-to-Architecture (T2A), a framework that uses execution trajectories to determine what to change in an agent's harness and when those change...
The proposed SymDict, a hybrid fuzzing system based on symbolic dictionaries, reduces redundant symbolic execution by performing constraint solving only at uncovered branches in frontier basic blocks, and partitions constraint sets into solvable subsets, combines solutions with offset information to create symbolic dic...
AnchorRepair is proposed, a dual-agent framework that treats the Java source as first-class diagnostic evidence that generalizes across LLM backends without modification and achieves repair coverage comparable to a general-purpose coding agent at less than half the cost.
We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.
