Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T14:57:34.702190Z
Paper Citation Record · LEDGER
CLASP: Class-Adaptive Layer Fusion and Dual-Stage Pruning for Multimodal Large Language Models
As of 11 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 0 inbound Pith citation observations for arXiv:2604.12767.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
9 of 9 outbound references displayed
- verified exact0
- verified fuzzy6
- unresolved2
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 44937948-f8e6-49e5-8ab8-8a2d0f768c1e · outbound
This paper cites an unresolved cited work.
CLASP: Class-Adaptive Layer Fusion and Dual-Stage Pruning for Multimodal Large Language Models Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T10:36:16.596049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 63212c3e-8d7b-4f05-85f0-79b8da23c120 · outbound
This paper cites out-of-manifold.
CLASP: Class-Adaptive Layer Fusion and Dual-Stage Pruning for Multimodal Large Language Models out-of-manifold
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T10:36:16.599289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f9c30257-2cb9-4934-a441-4ab2420f723b · outbound
This paper cites relevance-first.
CLASP: Class-Adaptive Layer Fusion and Dual-Stage Pruning for Multimodal Large Language Models relevance-first
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T10:36:16.579306Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 68ee9903-d5c7-44cb-bda4-c839e26a5aad · outbound
This paper cites Using unit features un,t (Eq.
CLASP: Class-Adaptive Layer Fusion and Dual-Stage Pruning for Multimodal Large Language Models Using unit features un,t (Eq
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T10:36:16.589663Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation aca3f304-100b-430f-b351-9cd3ad1605b9 · outbound
This paper cites To make our seeding rule explicit, for any seed setC ⊆ U n with|C|=K 2, we define the total pivot-relative redundancy as D(C | P n)≜ X t∈C ρn,t.(37) Since Eq.
CLASP: Class-Adaptive Layer Fusion and Dual-Stage Pruning for Multimodal Large Language Models To make our seeding rule explicit, for any seed setC ⊆ U n with|C|=K 2, we define the total pivot-relative redundancy as D(C | P n)≜ X t∈C ρn,t.(37) Since Eq
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T10:36:16.586498Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b3c14e51-299a-4c5b-a86d-171d1f801a36 · outbound
This paper cites an unresolved cited work.
CLASP: Class-Adaptive Layer Fusion and Dual-Stage Pruning for Multimodal Large Language Models Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-18T10:36:16.592723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d6f0a964-6ad1-49dd-8518-9f4261b852d9 · outbound
This paper cites (26)).Computing {¯zn,t}t∈Vn costs O(L Mn dv): a single weighted sum over cached layer outputs.
CLASP: Class-Adaptive Layer Fusion and Dual-Stage Pruning for Multimodal Large Language Models (26)).Computing {¯zn,t}t∈Vn costs O(L Mn dv): a single weighted sum over cached layer outputs
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T10:36:16.575914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7a7f600e-93ae-483e-85bb-b11cf0ba120c · outbound
This paper cites (36)).Naively, computing ρn,t = max j∈Pn u⊤ n,tun,j for all t∈ U n costs O((Mn −K 1)K1d).
CLASP: Class-Adaptive Layer Fusion and Dual-Stage Pruning for Multimodal Large Language Models (36)).Naively, computing ρn,t = max j∈Pn u⊤ n,tun,j for all t∈ U n costs O((Mn −K 1)K1d)
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T10:36:16.582521Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c641bcc4-2fe4-40fa-8bf3-c75f0e360983 · outbound
This paper cites (39)–(40)).Each iteration costs O((Mn −K 1)K2d) for similarity evalu- ation/assignment plus O((Mn −K 1)d) for accumulating cluster sums and normalization.
CLASP: Class-Adaptive Layer Fusion and Dual-Stage Pruning for Multimodal Large Language Models (39)–(40)).Each iteration costs O((Mn −K 1)K2d) for similarity evalu- ation/assignment plus O((Mn −K 1)d) for accumulating cluster sums and normalization
Reference 9
- Resolution
- malformed identifier
- arxiv_id, observed 2026-05-11T11:26:01.293086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Pith citing papers
No inbound Pith citation observations are available.