Pith Number

pith:4JDI53LC

pith:2024:4JDI53LCXYYN3M3O6NTY5GFTIM

not attested not anchored not stored refs pending

Efficient Tuning and Inference for Large Language Models on Textual Graphs

Haizhou Shi, Siliang Tang, Yaoke Wang, Yun Zhu

arxiv:2401.15569 v2 · 2024-01-28 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4JDI53LCXYYN3M3O6NTY5GFTIM}

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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

6 papers in Pith

GraspLLM: Towards Zero-Shot Generalization on Text-Attributed Graphs with LLMs

FedLAB: Traceable Semantic Codebooks for Federated Multimodal Graph Foundation Learning

PromptGNN-sim: Deep Fusion and Alignment of GNN and LLMs for Text-Attributed Graph Learning

Toward General and Robust LLM-enhanced Text-attributed Graph Learning

When LLM Agents Meet Graph Optimization: An Automated Data Quality Improvement Approach

Receipt and verification

First computed	2026-07-05T08:47:49.418618Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2468eed62be30ddb36ef3678e98b343109af341322096b8073e79f487bd5c26

Aliases

arxiv: 2401.15569 · arxiv_version: 2401.15569v2 · doi: 10.48550/arxiv.2401.15569 · pith_short_12: 4JDI53LCXYYN · pith_short_16: 4JDI53LCXYYN3M3O · pith_short_8: 4JDI53LC

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/4JDI53LCXYYN3M3O6NTY5GFTIM \
  | 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: e2468eed62be30ddb36ef3678e98b343109af341322096b8073e79f487bd5c26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5d30d6d1eef5d0aa57c1f18023b5c16c18672f5406f6f83dcb509ded903a542",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-28T05:12:09Z",
    "title_canon_sha256": "e0d6517bea716cd9a027ddf9532edf1ac56e8143c618679b0be9fdc56a6a6714"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.15569",
    "kind": "arxiv",
    "version": 2
  }
}