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2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

fields

cs.SE 2

years

2026 2

verdicts

UNVERDICTED 2

representative citing papers

Code Generation by Differential Test Time Scaling

cs.SE · 2026-05-19 · unverdicted · novelty 7.0

DiffCodeGen clusters code candidates by behavioral similarity from fuzzing-synthesized inputs and selects the largest cluster's medoid, matching or exceeding prior test-time scaling methods with far less token and time cost.

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Showing 2 of 2 citing papers.

  • Code Generation by Differential Test Time Scaling cs.SE · 2026-05-19 · unverdicted · none · ref 94

    DiffCodeGen clusters code candidates by behavioral similarity from fuzzing-synthesized inputs and selects the largest cluster's medoid, matching or exceeding prior test-time scaling methods with far less token and time cost.

  • In Line with Context: Repository-Level Code Generation via Context Inlining cs.SE · 2026-01-01 · unverdicted · none · ref 61

    InlineCoder reframes repository-level code generation as function-level coding by using a draft anchor to inline the target function into its call graph for upstream usage and downstream dependency context.