Pith Number

pith:WFVHCD5U

pith:2026:WFVHCD5U56O53O3BI3BODDCLZ6

not attested not anchored not stored refs pending

FedACT: Federated Adaptive Coordinate Trust Modulation for Robust Transformer Training under Data Heterogeneity

Haotian Mo, Hongyang Hu, Jiahuan Wang, Jie Liu, Ping Luo, Qinglin Wang, Qisong Xiao, Shuai Li, Tao Sun, Yigui Feng, Ziang Liu

arxiv:2607.03763 v1 · 2026-07-04 · cs.LG · 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{WFVHCD5U56O53O3BI3BODDCLZ6}

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	2026-07-07T02:18:06.375563Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b16a710fb4ef9dddbb6146c2e18c4bcfa658040e6ea9a7f358d712166065dc01

Aliases

arxiv: 2607.03763 · arxiv_version: 2607.03763v1 · doi: 10.48550/arxiv.2607.03763 · pith_short_12: WFVHCD5U56O5 · pith_short_16: WFVHCD5U56O53O3B · pith_short_8: WFVHCD5U

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/WFVHCD5U56O53O3BI3BODDCLZ6 \
  | 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: b16a710fb4ef9dddbb6146c2e18c4bcfa658040e6ea9a7f358d712166065dc01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac0d0f4144540dd6931b6039951291cc28f673cfc4675dd6a09a498ff924ff0f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-04T08:31:49Z",
    "title_canon_sha256": "c45e2378ab90e5c565cd96a36ba4f99dc7da4e6174b6a654807c14a2892d7c12"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.03763",
    "kind": "arxiv",
    "version": 1
  }
}