{ "schema_version": 2, "title": "Reproduction: Unsupervised Neural Langevin Sampler for Mixed Integer Linear Programming", "emoji": "🎯", "space_id": "junwatu/repro-unsupervised-neural-langevin-sampler-for-mixed-integer-linear-programming", "paper": { "openreview_id": "R3za7ajCwo" }, "tags": [ "icml2026-repro", "paper-R3za7ajCwo" ], "updated_at": "2026-07-23T02:29:27+00:00", "root": { "slug": "index", "title": "Reproduction: Unsupervised Neural Langevin Sampler for Mixed Integer Linear Programming", "file": "pages/index.md", "children": [ { "slug": "executive-summary", "title": "Executive summary", "file": "pages/executive-summary/page.md", "children": [] }, { "slug": "claim-1-the-unsupervised-langevin-sampler-achieves-100-feasibility-on-milps-without-expensive-post-processing", "title": "Claim 1: The unsupervised Langevin sampler achieves 100% feasibility on MILPs without expensive post-processing", "file": "pages/claim-1-the-unsupervised-langevin-sampler-achieves-100-feasibility-on-milps-without-expensive-post-processing/page.md", "children": [] }, { "slug": "claim-2-the-method-matches-or-outperforms-supervised-solvers-on-benchmark-datasets-for-mixed-integer-linear-programming", "title": "Claim 2: The method matches or outperforms supervised solvers on benchmark datasets for mixed integer linear programming", "file": "pages/claim-2-the-method-matches-or-outperforms-supervised-solvers-on-benchmark-datasets-for-mixed-integer-linear-programming/page.md", "children": [] }, { "slug": "conclusion", "title": "Conclusion", "file": "pages/conclusion/page.md", "children": [] } ] }, "traces": [], "workspace": { "file": "workspace.json", "file_count": 0, "total_size": 0, "bucket_id": null }, "agent_view_tokens": 3029, "trace_view_tokens": 30688, "workspace_view_tokens": 8, "revision": "70c300373e2bef1f52ab", "traces_ref": { "repo_id": "junwatu/repro-unsupervised-neural-langevin-sampler-for-mixed-integer-linear-programming-traces", "repo_type": "dataset", "repo_url": "https://huggingface.co/datasets/junwatu/repro-unsupervised-neural-langevin-sampler-for-mixed-integer-linear-programming-traces", "private": true }, "trace_dataset": "https://huggingface.co/datasets/junwatu/repro-unsupervised-neural-langevin-sampler-for-mixed-integer-linear-programming-traces" }