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This paper formalizes four types of Solana-bound cross-chain transaction modes and proposes a candidate-set selective decision-based tracing method called SolTracer, which outperforms state-of-the-art (SOTA) methods across three representative scenarios: closed-world association, open-world association, and cross-source-chain generalization.