Pith Number

pith:T5LX36VM

pith:2024:T5LX36VMQ2EBIQAEQUWWQFGXXX

not attested not anchored not stored refs pending

RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning

Jianxiang Yu, Jiapeng Zhu, Jiaqi Tan, Weining Qian, Xiang Li, Zichen Ding

arxiv:2408.03195 v3 · 2024-08-06 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T5LX36VMQ2EBIQAEQUWWQFGXXX}

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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

Graph Prompting for Graph Learning Models: Recent Advances and Future Directions

Receipt and verification

First computed	2026-07-05T10:02:05.450931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f577dfaac8688144004852d6814d7bdcf8e297d2ce31fe4408490f747e3a28d

Aliases

arxiv: 2408.03195 · arxiv_version: 2408.03195v3 · doi: 10.48550/arxiv.2408.03195 · pith_short_12: T5LX36VMQ2EB · pith_short_16: T5LX36VMQ2EBIQAE · pith_short_8: T5LX36VM

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/T5LX36VMQ2EBIQAEQUWWQFGXXX \
  | 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: 9f577dfaac8688144004852d6814d7bdcf8e297d2ce31fe4408490f747e3a28d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76add5ff56f058337949484ff147b3aee20426d62c6f850868c13759f8297f42",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-06T13:55:51Z",
    "title_canon_sha256": "7187190a968f741e5629a2d1854f7781d16b0cb898199285ae9ad23d4891a930"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.03195",
    "kind": "arxiv",
    "version": 3
  }
}