Pith Number

pith:CXYWJANA

pith:2025:CXYWJANAKT2YMFP4QN66B6CAB5

not attested not anchored not stored refs pending

Lightweight and Interpretable Transformer via Mixed Graph Algorithm Unrolling for Traffic Forecast

Gene Cheung, H. Vicky Zhao, Ji Qi, Mingxiao Liu, Tam Thuc Do, Yuzhe Li, Zhuoshi Pan

arxiv:2505.13102 v4 · 2025-05-19 · cs.LG · cs.AI · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CXYWJANAKT2YMFP4QN66B6CAB5}

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.

Receipt and verification

First computed	2026-06-12T01:08:13.974187Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15f16481a054f58615fc837de0f8400f454f12a5d6af3aaf3e6a14468ffacda4

Aliases

arxiv: 2505.13102 · arxiv_version: 2505.13102v4 · doi: 10.48550/arxiv.2505.13102 · pith_short_12: CXYWJANAKT2Y · pith_short_16: CXYWJANAKT2YMFP4 · pith_short_8: CXYWJANA

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/CXYWJANAKT2YMFP4QN66B6CAB5 \
  | 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: 15f16481a054f58615fc837de0f8400f454f12a5d6af3aaf3e6a14468ffacda4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "caf882573af3970ff48dd74aae0dab0c8e729b3311ac5b2a02e103fe71e96199",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-19T13:32:34Z",
    "title_canon_sha256": "d7387979d83051fbf3db756e5b718120a1bb818309d11b03d37380685cce9737"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.13102",
    "kind": "arxiv",
    "version": 4
  }
}