Guan-Yu Jiang

CDEG: Learning Decision-Critical Evidence for Long-Horizon Diagnostic Agents

CDEG, a graph-based framework that learns reusable decision-critical evidence from historical diagnostic trajectories, is introduced, demonstrating that reliable long-horizon diagnosis requires moving beyond trajectory-level experience reuse toward evidence-level learning of the factors that truly shape clinical decisi...