{ "version": "tbd-accepted-20261027", "release_date": "2026-10-27", "manuscript_title": "Representation Learning of Limit Order Book: A Comprehensive Study and Benchmarking", "authors": [ "Muyao Zhong", "Yushi Lin", "Peng Yang" ], "manuscript_revision": "2026-08-07 final-revision-v5", "publication_status": "Accepted by IEEE Transactions on Big Data; publication details pending", "data_repository": "mythezone/LOBench-A-share-processed", "data_base_commit": "8bb099ee92f2ad24ed7b07d51c2a6d19c47d5436", "data_tensors_changed": false, "validation": { "unit_tests_passed": 18, "cpu_smoke_test": "Passed: 24 windows, 3 main encoders, 3 prediction settings, recovery losses, 9 architecture adapters", "full_paper_experiments_rerun": false }, "packaging_changes": [ "public alias identifiers and portable configuration paths", "natural_train_idx fallback when legacy train_idx is absent", "shared normalization-manifest reader for architecture coverage", "relative trading-day groups for public data", "tests and reproduction documentation" ] }