{"schema_version":"papers/paper-detail-v1","title":"PassNet: Scaling Large Language Models for Graph Compiler Pass Generation","surface":"papers","opportunity_kernel":{"paper_id":"e52dc962-0ac3-4922-b18d-c8d64dd4fd62","title":"PassNet: Scaling Large Language Models for Graph Compiler Pass Generation","authors":["Yiqun Liu","Yingsheng Wu","Ruqi Yang","Enrong Zheng","Honglei Qiu","Sijun He","Tai Liang","Jingjing Wu","Yuhan Zhou","Yiwei Zhang","Dongyan Chen","Weihan Yi","Xinqi Li","Siqi Bao"],"arxiv_id":"2605.29357v1","doi":null,"published_at":"2026-05-28T04:55:14.000Z","score_object":{"overall":{"value":8,"scale":"0-10","confidence":0.85,"confidence_reason":"Backfilled from persisted papers.viability_score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-29T20:12:08.123Z","fresh_until":"2026-06-28T20:12:08.123Z","is_stale":false,"source_count":1,"missingness":[]},"technical":{"value":6.4,"scale":"0-10","confidence":0.7,"confidence_reason":"Backfilled from deployability_scores.score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-29T20:34:22.975Z","fresh_until":"2026-06-12T20:34:22.975Z","is_stale":false,"source_count":2,"missingness":["reproducibility_results.reproducibility_score"]},"commercial":{"value":5,"scale":"0-10","confidence":0.75,"confidence_reason":"Backfilled from persisted commercial_flags and repo availability.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-29T20:12:08.123Z","fresh_until":"2026-06-28T20:12:08.123Z","is_stale":false,"source_count":2,"missingness":[]},"market":{"value":6.9,"scale":"0-10","confidence":0.45,"confidence_reason":"Heuristic market score materialized from paper metadata, repo availability, and deployability.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-29T20:38:55.353Z","fresh_until":"2026-06-12T20:38:55.353Z","is_stale":false,"source_count":1,"missingness":[]},"team":{"value":6.2,"scale":"0-10","confidence":0.42,"confidence_reason":"Heuristic fallback from paper author count and extracted affiliations.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-29T20:12:08.123Z","fresh_until":"2026-06-12T20:12:08.123Z","is_stale":false,"source_count":2,"missingness":[]},"methodology":{"value":3.9,"scale":"0-10","confidence":0.82,"confidence_reason":"Backfilled from paper_extraction_scorecards.total_score.","model_version":"phase0-backfill-v1","pipeline_version":"phase0-kernel-v1","computed_at":"2026-05-29T20:19:03.113Z","fresh_until":"2026-06-28T20:19:03.113Z","is_stale":false,"source_count":2,"missingness":[]}},"evidence_receipt":{"freshness":"fresh","proof_status":"verified","repo_status":"active","references_count":0,"source_count":4,"coverage":0.8333,"missingness":["references"],"unresolved_unknowns":[],"last_verification_at":"2026-05-29T20:34:22.975Z"},"lineage_hash":"11b470bdca08d609811f4d5e62f3676ee6fec446313a4acdf670d14b5bb3c98b"},"distribution":null,"replication_evidence":[],"author_dna":[]}