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Paper Citation Record · LEDGER

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models

As of 11 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2608.06699.

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

pith.paper-citation-record.v1
2608.06699 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:17:20.650451Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

25 of 25 outbound references displayed

  • verified exact1
  • verified fuzzy3
  • unresolved20
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2e9fdf0d-dfad-4ff0-8297-1a0df984f59c · outbound

This paper cites Qwen3-VL Technical Report.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models Qwen3-VL Technical Report

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.522760Z digest=sha256:dffb74e058d21047058da8d3926a6ad998c51b262ecf110e2ef600869402c801

Observation 0347e318-6720-4973-a3a4-c2e806d71ac7 · outbound

This paper cites boost" and target_span_role=.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models boost" and target_span_role=

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-10T22:17:21.235389Z

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.

source=pdf_text observed=2026-08-10T22:17:20.650451Z digest=sha256:ad691dc8c9e0c9814a2f2194cabf669bb37a19579ba007011ec35a3661e3e664

Observation 49ff3174-25a5-44a4-8d82-b8251aa504c7 · outbound

This paper cites WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Reference 6

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source=pdf_text observed=2026-08-10T22:17:20.549845Z digest=sha256:b0c6040d68e55cdad4d356e956a2eb892094f981a9ee28bb8581e1089cd67951

Observation c71f695d-fbda-4ab1-9fbb-434de0224940 · outbound

This paper cites Editing Models with Task Arithmetic.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models Editing Models with Task Arithmetic

Reference 7

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source=pdf_text observed=2026-08-10T22:17:20.555161Z digest=sha256:6e1ca987599e774a7f625b709aa26f4d4aaf248bb41928fb73b76cb65ed1016c

Observation e72d4eb7-94de-491f-9e30-356589a07f8d · outbound

This paper cites MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines

Reference 8

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.560314Z digest=sha256:73e37c62ea167c14f394abcfc5d31a65d342f67e3a20872600b1dfd6467fd386

Observation 07d5ed07-85e5-447f-934a-df0c03bc7d95 · outbound

This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.565937Z digest=sha256:6293b9aeeada5e30bd686a50d7148d3a669fb60d2b31390e235b436981d9c231

Observation 7120a2ea-9ad7-44f4-9447-6d7938c778b4 · outbound

This paper cites UI-TARS: Pioneering Automated GUI Interaction with Native Agents.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 11

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.575730Z digest=sha256:ae959b6782b854fd02e247cbd5dfa35b6f064c947dda494ded0503173cead5e2

Observation d965c5f7-665d-4dd5-8c30-cb7acd8725a4 · outbound

This paper cites AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents

Reference 12

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.581037Z digest=sha256:e6415fa8b671593c23b0e2d66e272edcee357c5bf3c4304474afe0917a32baec

Observation 996da348-9c30-4f61-9ec1-399c49e9819f · outbound

This paper cites PivotMerge: Bridging Heterogeneous Multimodal Pre-training via Post-Alignment Model Merging.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models PivotMerge: Bridging Heterogeneous Multimodal Pre-training via Post-Alignment Model Merging

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.586165Z digest=sha256:5e31111bbf76f235c883f59952040f5abfdda421e014505f168e583b69d94a83

Observation 02595c2c-f568-4c4a-98a6-ee81f61110d4 · outbound

This paper cites Model merging with SVD to tie the Knots.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models Model merging with SVD to tie the Knots

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.591158Z digest=sha256:a29bfe5d85ae15379e5a468d79fec848f88865b799bffabf07d43c7fbbe8cbca

Observation c24b86ed-329d-402c-bad3-7166f766b345 · outbound

This paper cites An Empirical Study of Multimodal Model Merging.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models An Empirical Study of Multimodal Model Merging

Reference 15

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.596112Z digest=sha256:8c562892c61bb328403ea302c4044eb0ed42a2e2149a4ab04d5981d5c8194e9d

Observation bdc3c68a-2aa8-4d37-a8b0-be7c79996098 · outbound

This paper cites Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models

Reference 16

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.601571Z digest=sha256:965b209aa2540c46f926dceddd9a47c0990850074662984e85f7f055d4466ae3

Observation d2272cea-c46a-40cd-ac6e-c3149097f2b9 · outbound

This paper cites Wortsman, M.; Ilharco, G.; Gadre, S.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models Wortsman, M.; Ilharco, G.; Gadre, S

Reference 17

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.607703Z digest=sha256:3e382cd73c5732a0cc2cfad3bab673f18cc1f30288eccf1ece0cd1c7e393feca

Observation 97be0b3f-9e47-4d58-b683-133ab4355bcb · outbound

This paper cites MMSearch-R1: Incentivizing LMMs to Search.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models MMSearch-R1: Incentivizing LMMs to Search

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.613684Z digest=sha256:d95a9517c4901317535d6e8b7a369b6c05a9cfb84634a22aaf70179072742f2e

Observation dada7984-74ec-4417-be64-008b1daadaac · outbound

This paper cites V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs

Reference 19

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.618767Z digest=sha256:2608fde6693d008721eea1ea9c9f7e1a19222402202aceb75968cb517273a72b

Observation b5f765bf-6197-4d5d-b6c6-e45db8333871 · outbound

This paper cites OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Reference 20

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.624057Z digest=sha256:261e7f2f1f9387be69c94bbd0c071ff45f1da1d500958901466fa36850aa75ee

Observation 60cbf84e-d2df-4f65-9e7f-4571cb1549e9 · outbound

This paper cites Yao, H.; Zhang, R.; Huang, J.; Zhang, J.; Wang, Y.; Fang, B.;Zhu,R.;Jing,Y.;Liu,S.;Li,G.;etal.2025.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models Yao, H.; Zhang, R.; Huang, J.; Zhang, J.; Wang, Y.; Fang, B.;Zhu,R.;Jing,Y.;Liu,S.;Li,G.;etal.2025

Reference 21

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source=pdf_text observed=2026-08-10T22:17:20.629213Z digest=sha256:20a49c6c1387875b110e943ab6c097428c05970daff0432c1ac00c772ae38e17

Observation e82bea39-2ef6-4c68-a11c-43b65fdfbc0e · outbound

This paper cites Mobile-Agent-v3: Fundamental Agents for GUI Automation.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models Mobile-Agent-v3: Fundamental Agents for GUI Automation

Reference 22

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source=pdf_text observed=2026-08-10T22:17:20.634729Z digest=sha256:208ffb2a358b07a847ad8a2f35034b231afb7d3f0a8eeff8dc58dca7bbd4a3f2

Observation 4a5e0248-1d64-47a1-be09-a89ae4d0038a · outbound

This paper cites InNeurIPS 2025 Fourth Workshop on Deep Learning for Code.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models InNeurIPS 2025 Fourth Workshop on Deep Learning for Code

Reference 23

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raw_fallback, observed 2026-08-10T22:17:21.252467Z

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.

source=pdf_text observed=2026-08-10T22:17:20.639674Z digest=sha256:3baf147e31a2ddd73bd2eeab0a811f1d30fecc07f9b297b87b15794ea8a4f671

Observation 9d191a33-8eaf-4d99-a593-7084d24e0a83 · outbound

This paper cites DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning

Reference 24

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.644602Z digest=sha256:4686d8e800f543c941e712d022f005860e557a3298c71282c28c9540f453998b

Observation 939c5c5d-0bef-4e7d-8f93-7135242bcb5d · outbound

This paper cites Fusing finetuned models for better pretraining.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models Fusing finetuned models for better pretraining

Reference 2022

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source=pdf_text observed=2026-08-10T22:17:20.533940Z digest=sha256:979e2cb739128f1ab81ab636690b71f6e6306fcb0c977cb56a6769feafe3066a

Observation 9d7ab4e6-6a83-48b4-ad34-cc6ae47372d6 · outbound

This paper cites an unresolved cited work.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models Unresolved cited work

Reference 2023

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raw_fallback, observed 2026-08-10T22:17:21.268980Z

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.

source=pdf_text observed=2026-08-10T22:17:20.570869Z digest=sha256:0f5408b4363a57f550926a583a8a7b5941c1353a6ceda36da53a18dd59081df6

Observation 7b2cf31a-55fb-4e73-b388-530d895952fa · outbound

This paper cites Model Composition for Multimodal Large Language Models.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models Model Composition for Multimodal Large Language Models

Reference 2024

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:17:20.528557Z digest=sha256:a7ec03240e343c354bb161a94c32094a269d96593891dd0fd610a940e1ec67f7

Observation a62d651f-160b-4023-b523-a2f79a55c6d7 · outbound

This paper cites In Proceedings of the Computer Vision and Pattern Recogni- tion Conference, 18695–18705.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models In Proceedings of the Computer Vision and Pattern Recogni- tion Conference, 18695–18705

Reference 2025

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raw_fallback, observed 2026-08-10T22:17:21.284530Z

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.

source=pdf_text observed=2026-08-10T22:17:20.544787Z digest=sha256:e57eac961dcb2eae5e78323529ce885024699872ed78c94a8b9798669abc899b

Observation 74aaefc1-7526-4e89-9f29-06959450623e · outbound

This paper cites Gargiulo, A.

AgentPatch: Coarse-to-Fine Weak-Task Repair for Merging Agentic Multimodal Large Language Models Gargiulo, A

Reference 2026

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verified exact
raw_fallback, observed 2026-08-10T22:17:21.171648Z

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.

source=pdf_text observed=2026-08-10T22:17:20.539668Z digest=sha256:f3504947f67b692bc1f330a377275e8285d3d9276318a2e92d988d7bac34fda4

Pith citing papers

No inbound Pith citation observations are available.