Pith Number

pith:BD4CA7UC

pith:2025:BD4CA7UCRQWZXARRH6YZARMM37

not attested not anchored not stored refs pending

MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention

Amir H. Abdi, Chengruidong Zhang, Dongsheng Li, Huiqiang Jiang, Jianfeng Gao, Lili Qiu, Qianhui Wu, Surin Ahn, Xufang Luo, Yucheng Li, Yuqing Yang

arxiv:2504.16083 v2 · 2025-04-22 · cs.CV · 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{BD4CA7UCRQWZXARRH6YZARMM37}

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

5 papers in Pith

CABLE: Cloud-Assisted Bandwidth-efficient LMM-based Encoding for V2X Systems

Veda: Scalable Video Diffusion via Distilled Sparse Attention

LiveVLM: Efficient Online Video Understanding via Streaming-Oriented KV Cache and Retrieval

Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference

AdaSpark: Adaptive Sparsity for Efficient Long-Video Understanding

Receipt and verification

First computed	2026-07-05T11:08:19.791957Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08f8207e828c2d9b82313fb190458cdff6957091d8baefa5f12cbbf8902722bd

Aliases

arxiv: 2504.16083 · arxiv_version: 2504.16083v2 · doi: 10.48550/arxiv.2504.16083 · pith_short_12: BD4CA7UCRQWZ · pith_short_16: BD4CA7UCRQWZXARR · pith_short_8: BD4CA7UC

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/BD4CA7UCRQWZXARRH6YZARMM37 \
  | 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: 08f8207e828c2d9b82313fb190458cdff6957091d8baefa5f12cbbf8902722bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6b370823d9cf204b315507c6c08ece1743880723e91b22cbe8c8fbc1a713625",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-22T17:59:51Z",
    "title_canon_sha256": "ab6152512468ae8dca721827e03239e9f8954945907acebc1f5b10ac6245ceba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16083",
    "kind": "arxiv",
    "version": 2
  }
}