Paper Citation Record · LEDGER

Octopus v2: On-device language model for super agent

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2404.01744.

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

pith.paper-citation-record.v1
2404.01744 v6

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T06:01:29.218598Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T07:29:39.076288Z

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 1c90265f-648b-4e6d-bacd-869ef64b2a2d · inbound

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security cites this paper.

Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security Octopus v2: On-device language model for super agent

Reference 85

Resolution: verified exact; arxiv_id, observed 2026-07-21T01:21:38.447572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d4fd3c01-5ede-4f6a-9ed0-b8e86d0f0e5b · inbound

OmniVLM: A Token-Compressed, Sub-Billion-Parameter Vision-Language Model for Efficient On-Device Inference cites this paper.

OmniVLM: A Token-Compressed, Sub-Billion-Parameter Vision-Language Model for Efficient On-Device Inference Octopus v2: On-device language model for super agent

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T14:56:25.197362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a73fad61-4ba2-4815-b6a8-7171dc8078d9 · inbound

AndroidGen: Building an Android Language Agent under Data Scarcity cites this paper.

AndroidGen: Building an Android Language Agent under Data Scarcity Octopus v2: On-device language model for super agent

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T06:01:29.218598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34eb453f-4baa-4326-8391-5f36d87d19e0 · inbound

RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents cites this paper.

RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents Octopus v2: On-device language model for super agent

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:06:23.410305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c290e490-731b-438c-8eb0-7dc90a911a26 · inbound

ShadowNPU: System and Algorithm Co-design for NPU-Centric On-Device LLM Inference cites this paper.

ShadowNPU: System and Algorithm Co-design for NPU-Centric On-Device LLM Inference Octopus v2: On-device language model for super agent

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-21T01:21:38.447572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6dab036e-3042-4f49-a300-5d938f4568ba · inbound

When FinTech Meets Privacy: Securing Financial LLMs with Differential Private Fine-Tuning cites this paper.

When FinTech Meets Privacy: Securing Financial LLMs with Differential Private Fine-Tuning Octopus v2: On-device language model for super agent

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T19:55:04.390939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b84257d1-5543-4bcc-8c98-2942ce051fd1 · inbound

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System cites this paper.

AgriSentinel: Privacy-Enhanced Embedded-LLM Crop Disease Alerting System Octopus v2: On-device language model for super agent

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T19:45:49.994949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bba0c969-6aba-4658-8e76-95ef6b6a8474 · inbound

AutoNeural: Co-Designing Vision-Language Models for NPU Inference cites this paper.

AutoNeural: Co-Designing Vision-Language Models for NPU Inference Octopus v2: On-device language model for super agent

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T18:56:58.585038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55acb837-f54b-469f-8dc7-e0627d5b3a0f · inbound

Beyond Scaling: Agents Are Heading to the Edge cites this paper.

Beyond Scaling: Agents Are Heading to the Edge Octopus v2: On-device language model for super agent

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-21T01:21:38.447572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b4891840-4538-4c87-a620-1181f12e3936 · inbound

CORTIS: Text-Only Adaptation of Spoken Language Models for Task-Oriented Voice Agents cites this paper.

CORTIS: Text-Only Adaptation of Spoken Language Models for Task-Oriented Voice Agents Octopus v2: On-device language model for super agent

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-07-21T01:21:38.447572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0ee2784d-0413-484a-a87b-813c25a3cfa3 · inbound

PEARL: Solver-in-the-Loop Interactive Optimization Modeling from Natural Language cites this paper.

PEARL: Solver-in-the-Loop Interactive Optimization Modeling from Natural Language Octopus v2: On-device language model for super agent

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-02T14:04:58.587480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bda34627-1410-4b95-8745-0a898273066e · inbound

Software Engineering for and with GUI Agent cites this paper.

Software Engineering for and with GUI Agent Octopus v2: On-device language model for super agent

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T20:19:14.898531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.