2 papers
cs.CL2026
Written as a Record, Read as an Address: What a Forward Pass Leaves in an Operation's KV Cache
Lingfeng Wu, Behzad Shomali
When a language model reads an operation such as "Swap the contents of Box F and Box B", its forward pass writes keys and values for those tokens into the KV cache. Prior work on e…
cs.SE2026
PRAXIS: Graph-Grounded Tacit Knowledge for Domain Code Generation
Xue Jiang, Tianyu Zhang, Lingwei Wu +7
LLM agents have achieved strong performance on general software engineering tasks, yet struggle with domain-specific code generation. We identify the root cause as the agent's lack…