Paper Citation Record · LEDGER

Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2311.02684.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2311.02684 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:06:03.045747Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T15:39:56.523894Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4a724b39-394a-40ec-8160-59e413ee04e3 · inbound

Little by Little: Continual Learning via Incremental Mixture of Rank-1 Associative Memory Experts cites this paper.

Little by Little: Continual Learning via Incremental Mixture of Rank-1 Associative Memory Experts Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-22T13:06:34.511720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0916c807-54c8-429a-aedf-4e3dfac5e96a · inbound

LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing cites this paper.

LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-19T09:07:14.652197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 700a12cd-a2ef-4438-82ee-8be68eda6620 · inbound

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples cites this paper.

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T12:06:03.045747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d27185f-1579-4669-9cec-636ff68e906a · inbound

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs cites this paper.

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T09:50:07.614272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1d8da6c-e4a9-4126-ba77-6ce7efb9c54d · inbound

ScatterPrism: convergence for generative simulation and inverse problems in particle and nuclear physics cites this paper.

ScatterPrism: convergence for generative simulation and inverse problems in particle and nuclear physics Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T14:28:05.261852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8154036b-f630-4642-b411-d4d7f4030a2d · inbound

ScatterPrism: convergence for generative simulation and inverse problems in particle and nuclear physics cites this paper.

ScatterPrism: convergence for generative simulation and inverse problems in particle and nuclear physics Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-15T11:44:19.622453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26a711bc-8f9e-474b-8ec7-319ea0ba4c26 · inbound

GeMoE: Gating Entropy is All You Need for Uncertainty-aware Adaptive Routing in MoE-based Large Vision-Language Models cites this paper.

GeMoE: Gating Entropy is All You Need for Uncertainty-aware Adaptive Routing in MoE-based Large Vision-Language Models Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T15:39:56.525336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.