Paper Citation Record · LEDGER

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting

As of 17 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2608.11692.

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

pith.paper-citation-record.v1
2608.11692 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:37:37.763247Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

verified exact0
verified fuzzy3
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ab5cceb-4c71-4e7d-9272-8da36b3c4417 · outbound

This paper cites VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.690779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9bf3255-27ed-402c-94f3-4c0577ccd266 · outbound

This paper cites InFindings of the Association for Computational Linguistics: EMNLP 2023, 9318–9333.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting InFindings of the Association for Computational Linguistics: EMNLP 2023, 9318–9333

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:38.323587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3e8520e9-b3db-4a27-b9b2-f6f26e69c525 · outbound

This paper cites Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.709205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e652f8dd-5352-4e4d-aa24-659e96ccbef8 · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting OpenVLA: An Open-Source Vision-Language-Action Model

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.713734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51bbf3c2-da75-40eb-b74e-2e4028d001e0 · outbound

This paper cites InProceedings of the IEEE/CVF international conference on computer vision, 4015–4026.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting InProceedings of the IEEE/CVF international conference on computer vision, 4015–4026

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:38.309905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3fb753b9-0fe8-4aa3-917c-c424329fd286 · outbound

This paper cites MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.723260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dc63216-ddde-45fb-aec0-a02b16d96103 · outbound

This paper cites Vaswani,A.;Shazeer,N.;Parmar,N.;Uszkoreit,J.;Jones,L.; Gomez,A.N.;Kaiser,Ł.;andPolosukhin,I.2017.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting Vaswani,A.;Shazeer,N.;Parmar,N.;Uszkoreit,J.;Jones,L.; Gomez,A.N.;Kaiser,Ł.;andPolosukhin,I.2017

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:37:38.295423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 54dc09b7-aebb-423a-9b3d-caacdfa07516 · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.740964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ad4d5f8-8d0a-48fe-b1b1-2e3cf2886768 · outbound

This paper cites Yu, T.; Wang, Z.; Wang, C.; Huang, F.; Ma, W.; He, Z.; Cai, T.; Chen, W.; Huang, Y.; Zhao, Y.; et al.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting Yu, T.; Wang, Z.; Wang, C.; Huang, F.; Ma, W.; He, Z.; Cai, T.; Chen, W.; Huang, Y.; Zhao, Y.; et al

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.745184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56453918-3ec6-4d22-a7e4-772b5df82ca9 · outbound

This paper cites MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.749745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f0967a6-2c06-47f7-b2cf-f07f610f245b · outbound

This paper cites Multimodal Chain-of-Thought Reasoning in Language Models.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting Multimodal Chain-of-Thought Reasoning in Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.754197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ed7a7ac-2639-471a-bb04-ecffe359935a · outbound

This paper cites SVIT: Scaling up Visual Instruction Tuning.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting SVIT: Scaling up Visual Instruction Tuning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.758655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6769a7f-e629-4851-b91a-75ae5eeccb8e · outbound

This paper cites VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.763247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7687aeb8-95f7-4836-abfb-7e3ed22b3efc · outbound

This paper cites MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.736322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 194b83cd-941b-4aee-aabb-d5bdec776142 · outbound

This paper cites SimCSE: Simple Contrastive Learning of Sentence Embeddings.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting SimCSE: Simple Contrastive Learning of Sentence Embeddings

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.695698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e09af384-f4b1-4135-bd92-9edfb0b24bf1 · outbound

This paper cites Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.686110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b587c88-39b0-4a6b-abf9-8fffb9632a08 · outbound

This paper cites Pixtral 12B.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting Pixtral 12B

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.680904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 470c10ff-8a77-438f-9442-ef0896ca14b9 · outbound

This paper cites arXiv:2509.06266.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting arXiv:2509.06266

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.700455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e266b8a4-7ba7-4dad-9593-950f50fa6f82 · outbound

This paper cites Tian, X.; Zou, S.; Yang, Z.; and Zhang, J.

HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting Tian, X.; Zou, S.; Yang, Z.; and Zhang, J

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-16T00:37:37.727540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.