Pith Number

pith:S6N4QQHG

pith:2025:S6N4QQHGUBTQN7K6E3GMQFDX7K

not attested not anchored not stored refs pending

GFlowGR: Fine-tuning Generative Recommendation Frameworks with Generative Flow Networks

Bo Zheng, Chuan Yu, Feng Li, Jian Xu, Jinyu Lu, Pengjie Wang, Qidong Liu, Shengyu Zhou, Wenlin Zhang, Xiangyu Zhao, Xinhang Li, Yejing Wang

arxiv:2506.16114 v3 · 2025-06-19 · cs.IR · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S6N4QQHGUBTQN7K6E3GMQFDX7K}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Birds of a Feather Cluster Nearby: a Proximity-Aware Geo-Codebook for Local Service Recommendation

Receipt and verification

First computed	2026-06-02T03:04:33.067409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

979bc840e6a06706fd5e26ccc81477fabf51c10ace43c250ccbb6428d540a433

Aliases

arxiv: 2506.16114 · arxiv_version: 2506.16114v3 · doi: 10.48550/arxiv.2506.16114 · pith_short_12: S6N4QQHGUBTQ · pith_short_16: S6N4QQHGUBTQN7K6 · pith_short_8: S6N4QQHG

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/S6N4QQHGUBTQN7K6E3GMQFDX7K \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 979bc840e6a06706fd5e26ccc81477fabf51c10ace43c250ccbb6428d540a433

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "000c2dba0ab99d8f2bb2399fea9823aa58115610fe19311a634f696e60c0cc86",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-06-19T08:04:31Z",
    "title_canon_sha256": "cf68956917c7f7254d8b9ef7b9c6fe7c8859ba44ea9ef904fb48e803951deecf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.16114",
    "kind": "arxiv",
    "version": 3
  }
}