Pith Number

pith:4ODVX2VT

pith:2023:4ODVX2VTX6HWCLUQ5RL2WNQIKE

not attested not anchored not stored refs pending

Exploiting Code Symmetries for Learning Program Semantics

Junfeng Yang, Kexin Pei, Lorenzo Cavallaro, Qirui Jin, Scott Geng, Shuyang Liu, Suman Jana, Weichen Li

arxiv:2308.03312 v9 · 2023-08-07 · cs.LG · cs.CR · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4ODVX2VTX6HWCLUQ5RL2WNQIKE}

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

NESA: Relational Neuro-Symbolic Static Program Analysis

Receipt and verification

First computed	2026-07-05T09:04:28.888372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3875beab3bf8f612e90ec57ab36085133cba702643b9668194ec27b0220efaa

Aliases

arxiv: 2308.03312 · arxiv_version: 2308.03312v9 · doi: 10.48550/arxiv.2308.03312 · pith_short_12: 4ODVX2VTX6HW · pith_short_16: 4ODVX2VTX6HWCLUQ · pith_short_8: 4ODVX2VT

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/4ODVX2VTX6HWCLUQ5RL2WNQIKE \
  | 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: e3875beab3bf8f612e90ec57ab36085133cba702643b9668194ec27b0220efaa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0949590392d145298262726cbfef5025213ce6a510e9c247c6b90f43d68e058",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-07T05:40:58Z",
    "title_canon_sha256": "65c1811ee3ef165b79fe58697db9dbed64e23cd7d69371f3d01a2f8cd3b164bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.03312",
    "kind": "arxiv",
    "version": 9
  }
}