Pith Number

pith:S5F2WAIB

pith:2025:S5F2WAIB52WBJZNGTY2MGUHE6H

not attested not anchored not stored refs pending

TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree

Peng Zhao, Yuan-Ze Xu, Yu-Yang Qian, Zhen-Yu Zhang, Zhi-Hua Zhou

arxiv:2506.10355 v2 · 2025-06-12 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S5F2WAIB52WBJZNGTY2MGUHE6H}

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

4 papers in Pith

TFGN: Task-Free, Replay-Free Continual Pre-Training Without Catastrophic Forgetting at LLM Scale

CRAFT: Forgetting-Aware Intervention-Based Adaptation for Continual Learning

Receipt and verification

First computed	2026-06-29T01:14:02.790112Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

974bab0101eeac14e5a69e34c350e4f1ff63ad6bae7b571eebdca18c1cfa8400

Aliases

arxiv: 2506.10355 · arxiv_version: 2506.10355v2 · doi: 10.48550/arxiv.2506.10355 · pith_short_12: S5F2WAIB52WB · pith_short_16: S5F2WAIB52WBJZNG · pith_short_8: S5F2WAIB

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/S5F2WAIB52WBJZNGTY2MGUHE6H \
  | 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: 974bab0101eeac14e5a69e34c350e4f1ff63ad6bae7b571eebdca18c1cfa8400

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e87df64968b03f01fde445cd89ccf83a4cfd16304e2db78e9302b428996038d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-12T05:25:35Z",
    "title_canon_sha256": "027a693c36a86fd7aeccbf225eaefb63b11015af2849bcff5cf5e6f8871a240b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.10355",
    "kind": "arxiv",
    "version": 2
  }
}