Paper Citation Record · LEDGER

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach

As of 9 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2608.03204.

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

pith.paper-citation-record.v1
2608.03204 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:40:44.295476Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

45 of 45 outbound references displayed

verified exact2
verified fuzzy2
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7c16032d-172d-479d-834f-dda25b0ef219 · outbound

This paper cites Phi-4 Technical Report.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Phi-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:43.954965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffe2048c-a7ef-40ee-8940-b68e544e7463 · outbound

This paper cites Qwen3-VL Technical Report.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Qwen3-VL Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:43.964542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91e5c02a-1d6c-4e3e-ad6d-72de76bb161a · outbound

This paper cites Qwen2.5-VL Technical Report.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Qwen2.5-VL Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:43.971794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 834591df-be4a-4f61-b6d3-41c24eea1019 · outbound

This paper cites Upper and lower bounds on the subgeometric convergence of adaptive Markov chain Monte Carlo.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Upper and lower bounds on the subgeometric convergence of adaptive Markov chain Monte Carlo

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:43.979789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d914a20b-4ccd-4f29-a243-9149b267e670 · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:40:45.868031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3908201f-595c-48cb-89b7-1addb019ed60 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:43.998539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c80240b8-f4ef-42cc-a78e-3bd5ff3f27df · outbound

This paper cites The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.023655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 918a36cb-6ce6-4e30-9c1a-45cbb39b9797 · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.034413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1086171f-cdeb-4afc-9f7b-15227b3a79b5 · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:40:45.839439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5b2d3d94-7638-4018-8056-49a0a7e2ee92 · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 10

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T23:40:45.412143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d6af3ff2-4482-4073-bfd6-3d346c529453 · outbound

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

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.068693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81b6e140-6c7e-4562-bdee-6d95fe4b8353 · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:40:45.822094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ee838593-103d-4b73-9a46-322fef941093 · outbound

This paper cites Test-time reward-guided alignment of language models by importance sampling on pre-logit space.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Test-time reward-guided alignment of language models by importance sampling on pre-logit space

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-05T23:40:45.272944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 07c03f6c-1e5d-4bf0-b4e7-abde8186707e · outbound

This paper cites Reasoning with Sampling: Your Base Model is Smarter Than You Think.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Reasoning with Sampling: Your Base Model is Smarter Than You Think

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.091812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 206ad40e-ef76-4ce1-8e6e-18edc6cc2ada · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:40:45.806170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a7e8cf04-ad91-4bd8-81ab-68dea6b83507 · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.112110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19c0ef73-1159-460f-b4b6-c4e387c355ac · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 18

Resolution: verified exact; raw_fallback, observed 2026-08-05T23:40:45.045619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 811c5da5-755d-40e6-b6bc-ffe64a336344 · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.125184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09fb523d-e986-4549-ad49-9a53b9f43e37 · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:40:45.779214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4f5cf02d-ff9c-4ccb-98f0-7f52b5baf3d5 · outbound

This paper cites Self-Rewarding Vision-Language Model via Reasoning Decomposition.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Self-Rewarding Vision-Language Model via Reasoning Decomposition

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.131394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c8743f6-d70b-4555-b6e2-023318e305c8 · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.153732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4376d6b7-d3c1-43f0-9a23-8cdd8f9927d3 · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:40:45.762854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ed553b15-d1b0-4495-8c8f-ea96c365a2e7 · outbound

This paper cites MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.173676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03417896-7bcf-431b-b508-056e1759f143 · outbound

This paper cites OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.158157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4def0f7-0b5a-4926-8b9c-9fbe5c0136f1 · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.195837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67dad757-6907-49ec-8c8e-3250fe472fce · outbound

This paper cites Rosenbluth, Marshall N.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Rosenbluth, Marshall N

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:40:45.733175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1ce3ba9a-6177-4ef2-8d82-0a221be2d380 · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:40:45.694079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 527a9f9f-112b-4c60-8de6-a1e7de4bb01a · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:40:45.716683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ade2b30d-2545-481d-9209-2eceace83698 · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.223039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e292575f-4fda-42a4-952c-ba0d70af968a · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:40:45.671511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 79f44172-1fc5-4b8b-bda3-337163c6c9bf · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.232260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b90d450a-95dd-4a70-accb-41ccb8724fa9 · outbound

This paper cites SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.227213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04bd8e14-79f2-48b0-ae60-912ed279eece · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:40:45.654453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4fefa55d-22c4-41d3-947e-649ac10207e5 · outbound

This paper cites GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.240475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34b6b973-ebf5-470b-94da-a5874671ad4a · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.261857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f77bf1-5157-40bd-9be4-09e9290b1e7b · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:40:45.636537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 764b767d-969c-410f-8cf3-5d4ed3aafb61 · outbound

This paper cites InThe Thirty-ninth Annual Conference on Neural Information Processing Systems.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach InThe Thirty-ninth Annual Conference on Neural Information Processing Systems

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:40:45.618323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d76a7ce7-2c89-455f-84cf-5656ee435c68 · outbound

This paper cites MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.274871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85f1ba01-233f-4439-a309-ce6d3d718d43 · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.266410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10cf9f9f-c828-49bf-9eb6-3270dbb0e60c · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:40:45.602369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 83759865-2f9f-46c3-93d1-37eb8a27137f · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.295476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66a9da88-4205-470e-8ac6-2944b179d2cc · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:40:45.584966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d78e814c-c15c-4f81-b0a6-38c2ac5b09af · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:40:45.566303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bd8fa0a2-c76f-4093-83e4-7f365bb2d9eb · outbound

This paper cites an unresolved cited work.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach Unresolved cited work

Reference 1662

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.285616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0817614-de8b-4077-8b79-ca8026882d94 · outbound

This paper cites OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles.

Aligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-05T23:40:44.046346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.