Pith Number

pith:2ISEK7MS

pith:2024:2ISEK7MSL5YKEBZUPXSAH7ZZNY

not attested not anchored not stored refs pending

Convergence Rate Analysis of LION

Huan Li, Yiming Dong, Zhouchen Lin

arxiv:2411.07724 v2 · 2024-11-12 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2ISEK7MSL5YKEBZUPXSAH7ZZNY}

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

6 papers in Pith

MLorc: Momentum Low-rank Compression for Memory Efficient Large Language Model Adaptation

Unlearning with Asymmetric Sources: Improved Unlearning-Utility Trade-off with Public Data

When and Why SignSGD Outperforms SGD: A Theoretical Study Based on $\ell_1$-norm Lower Bounds

Accelerating LMO-Based Optimization via Implicit Gradient Transport

StoSignSGD: Unbiased Structural Stochasticity Fixes SignSGD for Training Large Language Models

Receipt and verification

First computed	2026-06-23T03:13:43.921464Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d224457d925f70a207347de403ff396e36848c9029324d97e664496d31b4d3bd

Aliases

arxiv: 2411.07724 · arxiv_version: 2411.07724v2 · doi: 10.48550/arxiv.2411.07724 · pith_short_12: 2ISEK7MSL5YK · pith_short_16: 2ISEK7MSL5YKEBZU · pith_short_8: 2ISEK7MS

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/2ISEK7MSL5YKEBZUPXSAH7ZZNY \
  | 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: d224457d925f70a207347de403ff396e36848c9029324d97e664496d31b4d3bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a80864a6353bd7bd2f5a66822d34e4afb512605f35628926780e5e1ff5012e3e",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-12T11:30:53Z",
    "title_canon_sha256": "151a45ec617174e44fe95d85d46d121032ed19ba348cb9359c2573547af00865"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.07724",
    "kind": "arxiv",
    "version": 2
  }
}