Search papers, labs, and topics across Lattice.
6
0
7
0
Dockerless achieves a 14.3 AUC point improvement in program verification without the overhead of Docker environments, revolutionizing efficiency in training coding agents.
UNIATTACK can breach multi-layered defenses with unprecedented efficiency, achieving up to 248% higher attack success rates than existing methods.
Integrating visual graphs with text interfaces allows LLM agents to reduce token consumption by 26% while enhancing their issue-resolution accuracy.
FastContext cuts coding agent token usage by 60% while boosting resolution rates by 5.5% by decoupling code exploration from task-solving.
Code generation models can achieve a significant boost in reliability by leveraging a tailored uncertainty estimation framework that outperforms traditional natural language methods.
Coding agents can achieve superior repository exploration, outperforming classical methods by effectively leveraging line-level context for bug diagnosis and code retrieval.
