Fang Liu
6 indexed papers
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ContraFix is an agentic framework that improves automated vulnerability repair by using differential runtime evidence to pinpoint the root cause of bugs, achieving state-of-the-art performance on major benchmarks.
The paper introduces EgoCS-400K, a large-scale replay-grounded egocentric Counter-Strike dataset for world models.
This paper proposes WISPA, a framework for automated terminal-side resource management in wireless networks based on large language model agents.
This paper proposes Evolutionary Intelligence (EI) for scientific discovery, which links candidate refinement with experience retention across evolutionary cycles.
This paper proposes MRCoder, an efficient context selection framework for repository-level code generation using a Map-Reduce paradigm.
This paper proposes CodeSpec, a method for reliable feature development in repository-level software using dual executable specifications.