Unverified50% confidenceSolutionExact time
In the two-stage code decompilation approach, the first stage converts assembly code into a graph structure, uses an N-ary tree encoder to capture dependencies, and then decodes into an abstract syntax tree (AST) via an attention mechanism.
1
Sources
50%
Confidence
Long-term
Relevance
10/31/2026
First Seen
Sources
Yuandong Tian on ML for Systems: From Game Search to System Optimization
bilibili京口先生10/20/2026
Related Entities
Related Claims
UnverifiedIn code development scenarios, agents typically need to have the ability to understand code abstract syntax trees (AST)75% similarUnverified依赖图谱通常借助AST（抽象语法树）解析，提取函数调用、模块导入等结构信息构建有向图，让AI能推断改动A会影响B和C74% similarUnverifiedIn SCARCE's second stage, the discriminator attempts to distinguish the environment from the representations output by the encoder, while the encoder is trained to generate representations that make the discriminator unable to distinguish the environment.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1121481API
curl https://kongchang.com/api/v1/knowledge/claims/1121481MCP
get_claim(id=1121481)