Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T23:02:28.588225Z
Paper Citation Record · LEDGER
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
As of 5 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 13 inbound Pith citation observations for arXiv:2512.12623.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-14T01:07:06.861298Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
69 of 69 outbound references displayed
- verified exact39
- verified fuzzy16
- unresolved6
- parse uncertain1
- malformed identifier0
- metadata mismatch7
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation cd54cd54-857d-4ca2-a1d1-799a1de2a0d7 · outbound
This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.810917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a90fe606-918e-458a-b62a-bef10b4b8355 · outbound
This paper cites GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.931235Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ba912232-8de5-45e9-abf0-4c263ebbf3be · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space LLaVA-OneVision: Easy Visual Task Transfer
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.845719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 15823ac1-a588-4708-acd3-963a0229d2a6 · outbound
This paper cites Kam-cot: Knowledge augmented multimodal chain-of-thoughts reasoning.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Kam-cot: Knowledge augmented multimodal chain-of-thoughts reasoning
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.703982Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 286f90df-e819-43df-9587-0890b84ffd6d · outbound
This paper cites Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.962565Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 281b36ef-65c7-473e-af1c-7bdaaf771e0a · outbound
This paper cites Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.982730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 801c2345-99b6-4bf0-ae8a-c5da4eb6a00f · outbound
This paper cites Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.945912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a2bf7638-13b5-4f61-877f-f6c1ffbc6523 · outbound
This paper cites DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.965786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 03055f22-2501-4018-be04-b3f9247b503c · outbound
This paper cites ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.937182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c7a5c95e-ca17-4949-bfcf-e30dd4b45186 · outbound
This paper cites GRIT: Teaching MLLMs to Think with Images.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space GRIT: Teaching MLLMs to Think with Images
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.976265Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9f41c4f4-5903-44e6-8d55-85548eaa7a97 · outbound
This paper cites Imagine while Reasoning in Space: Multimodal Visualization-of-Thought.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Imagine while Reasoning in Space: Multimodal Visualization-of-Thought
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:09:34.995208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5e5b5e81-2049-483f-9ccb-fc652ed6a1ea · outbound
This paper cites Latent sketchpad: Sketching visual thoughts to elicit multimodal reasoning in mllms.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Latent sketchpad: Sketching visual thoughts to elicit multimodal reasoning in mllms
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.841672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d8868eea-e2f7-4378-bb24-ee931610c5c3 · outbound
This paper cites Training Large Language Models to Reason in a Continuous Latent Space.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Training Large Language Models to Reason in a Continuous Latent Space
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.949543Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation df191349-b82f-4ab0-bba4-3940adb80a8f · outbound
This paper cites Seek in the dark: Reasoning via test-time instance-level policy gradient in latent space, 2025a.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Seek in the dark: Reasoning via test-time instance-level policy gradient in latent space, 2025a
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.926726Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation be2325a3-4edf-410f-935a-b70f05cf9487 · outbound
This paper cites Latent visual reasoning.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Latent visual reasoning
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.681220Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7755be9a-e860-4f09-9ecd-3c582b502929 · outbound
This paper cites Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Machine Mental Imagery: Empower Multimodal Reasoning with Latent Visual Tokens
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.956148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 837bac72-07df-476c-9ca0-fc64cbcadd49 · outbound
This paper cites Multimodal chain of continuous thought for latent-space reasoning in vision- language models.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Multimodal chain of continuous thought for latent-space reasoning in vision- language models
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.871497Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b8be139d-1c1b-4126-9281-4976bedbe185 · outbound
This paper cites Appagent: Multimodal agents as smartphone users.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Appagent: Multimodal agents as smartphone users
Reference 19
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T23:03:38.806480Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9aebe9d0-8370-4a32-945f-b2e263f3cc0f · outbound
This paper cites VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.921781Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 451c8cd8-21d6-42e4-b175-0676de1dab8d · outbound
This paper cites More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
Reference 22
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T23:03:38.836683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ac236aa0-38ed-4295-b1ce-0d9ae26d0f50 · outbound
This paper cites Reducing hallucinations in large vision-language models via latent space steering.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Reducing hallucinations in large vision-language models via latent space steering
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.669245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fce04a1e-3fbd-4278-8d24-02427bda8bb9 · outbound
This paper cites Eyes wide shut? exploring the visual shortcomings of multimodal llms.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Eyes wide shut? exploring the visual shortcomings of multimodal llms
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.666611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d4c5aee5-ac8b-4d9c-a190-adf50baca7f4 · outbound
This paper cites Seeing far and clearly: Mitigating hallucinations in mllms with attention causal decoding.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Seeing far and clearly: Mitigating hallucinations in mllms with attention causal decoding
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.706577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 180ba182-ec4d-4bd2-b8ed-395652e877e0 · outbound
This paper cites OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.823095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5318a328-3d3a-444a-8a0a-cdeebb3c6250 · outbound
This paper cites Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.855828Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c22698e4-dae3-4721-9880-e21b96a6fc68 · outbound
This paper cites DeepEyesV2: Toward Agentic Multimodal Model.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space DeepEyesV2: Toward Agentic Multimodal Model
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.889149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f0969c11-ab1e-4fd7-844d-760618ba9e59 · outbound
This paper cites Adaptive Chain-of-Focus Reasoning via Dynamic Visual Search and Zooming for Efficient VLMs.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Adaptive Chain-of-Focus Reasoning via Dynamic Visual Search and Zooming for Efficient VLMs
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T05:35:13.359401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0a4e4059-99cc-4a99-84cc-84fbd5bbdb62 · outbound
This paper cites Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.913538Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5275e79c-8d09-48cc-ba8b-5cc1a48d9f73 · outbound
This paper cites Fractional reasoning via latent steering vectors improves inference time compute.arXiv preprint arXiv:2506.15882, 2025a.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Fractional reasoning via latent steering vectors improves inference time compute.arXiv preprint arXiv:2506.15882, 2025a
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.827709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1956fb37-78a7-4533-bd47-90afea8c82b6 · outbound
This paper cites ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.971922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation dd6b0100-24e3-4a2a-beb5-8174d29a7daf · outbound
This paper cites Milr: Improving multimodal image generation via test-time latent reasoning.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Milr: Improving multimodal image generation via test-time latent reasoning
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.969009Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c662eb6f-5ded-48c7-aea4-d68d22991e32 · outbound
This paper cites Fan, Y ., He, X., Yang, D., Zheng, K., Kuo, C.-C., Zheng, Y ., Narayanaraju, S.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Fan, Y ., He, X., Yang, D., Zheng, K., Kuo, C.-C., Zheng, Y ., Narayanaraju, S
Reference 34
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T23:03:38.882225Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ad6e8cdc-9793-4cb7-a1c7-6d01980d8d77 · outbound
This paper cites Spotlight on token perception for multimodal reinforcement learning.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Spotlight on token perception for multimodal reinforcement learning
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.831842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation cd436550-59a3-45ae-bef5-525527ed258c · outbound
This paper cites Soft thinking: Unlocking the reasoning potential of llms in continuous concept space.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Soft thinking: Unlocking the reasoning potential of llms in continuous concept space
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.661426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5104320c-6b2b-4b66-9b54-9d9c1ea30785 · outbound
This paper cites Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.900176Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 84a3005b-6a49-4269-9306-3cbbea21e960 · outbound
This paper cites Soft tokens, hard truths.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Soft tokens, hard truths
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.868032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation eac5c686-7d24-4660-993a-43e920267b9d · outbound
This paper cites Thinking on the fly: Test-time reasoning enhancement via latent thought policy optimization.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Thinking on the fly: Test-time reasoning enhancement via latent thought policy optimization
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.909098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1e559da8-8a3b-4cde-802c-790c53bf7914 · outbound
This paper cites Feature extraction and steering for enhanced chain-of-thought reasoning in language models.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Feature extraction and steering for enhanced chain-of-thought reasoning in language models
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.664034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a2edeed0-e889-4bcb-9cae-bbcda03a5853 · outbound
This paper cites In: Christodoulopoulos, C., Chakraborty, T., Rose, C., Peng, V.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space In: Christodoulopoulos, C., Chakraborty, T., Rose, C., Peng, V
Reference 41
- Resolution
- metadata mismatch
- doi, observed 2026-05-16T23:03:38.701771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 476a8cf1-cd74-4003-aae4-15b60af32b7f · outbound
This paper cites Dianat, Majid Rabbani, Raghuveer Rao, and Zhiqiang Tao.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Dianat, Majid Rabbani, Raghuveer Rao, and Zhiqiang Tao
Reference 42
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T23:03:38.896547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 695df68b-663b-447b-a8e4-7b989f08be41 · outbound
This paper cites Interleaved-Modal Chain-of-Thought.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Interleaved-Modal Chain-of-Thought
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.819399Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5225e286-b9f6-4135-8f0d-356d9f327c2d · outbound
This paper cites Qwen2.5-VL Technical Report.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Qwen2.5-VL Technical Report
Reference 44
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.959234Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 18c7d89c-40a3-4b75-b8c3-b682c3431ad1 · outbound
This paper cites GPT-4o System Card.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space GPT-4o System Card
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.979528Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b9e88584-0bf3-4628-962d-ee8e893dff2b · outbound
This paper cites arXiv preprint arXiv:2510.12603 (2025).
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space arXiv preprint arXiv:2510.12603 (2025)
Reference 46
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T23:03:38.892884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation adcf090d-e7c6-4db6-bc84-cc08d1262893 · outbound
This paper cites Seeing and Reasoning with Confidence: Supercharging Multimodal LLMs with an Uncertainty-Aware Agentic Framework.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Seeing and Reasoning with Confidence: Supercharging Multimodal LLMs with an Uncertainty-Aware Agentic Framework
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.952618Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1fcebb68-5fd6-4cfd-bc13-7bd16f5b8bd3 · outbound
This paper cites Zhang, F.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Zhang, F
Reference 48
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T23:03:38.885625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0413bfce-517d-4f20-b450-b981a021c062 · outbound
This paper cites Simple statistical gradient-following algorithms for connectionist reinforcement learning.Machine learning, 8(3):229–256.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Simple statistical gradient-following algorithms for connectionist reinforcement learning.Machine learning, 8(3):229–256
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.658468Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 87f20a1d-2c1f-4d28-becd-1a4f4b378307 · outbound
This paper cites R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization
Reference 50
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.917864Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 88674871-a74a-4b1b-8776-512f7945ef01 · outbound
This paper cites SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T15:43:34.765363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 538ddbcf-f444-4d2d-aadb-4b3309d3c56a · outbound
This paper cites Qwen3-vl: Sharper vision, deeper thought, broader action.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Qwen3-vl: Sharper vision, deeper thought, broader action
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.671659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9f4739ea-9def-4048-8749-b5d471adf5e2 · outbound
This paper cites Compositional chain-of-thought prompting for large multimodal models.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Compositional chain-of-thought prompting for large multimodal models
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.686116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 52cad193-c475-4773-909f-2c9223e7d384 · outbound
This paper cites Multimodal Chain-of-Thought Reasoning in Language Models.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Multimodal Chain-of-Thought Reasoning in Language Models
Reference 54
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.874678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3233a426-5f23-4733-963e-477395f14da2 · outbound
This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
Reference 55
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.904657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ae578d68-1086-4af0-99a5-d078b3408d2a · outbound
This paper cites Measuring multimodal mathematical reasoning with math-vision dataset.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Measuring multimodal mathematical reasoning with math-vision dataset
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.699561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 64eeffb1-fae4-47bc-a210-a0c533a5c7a3 · outbound
This paper cites Mm-math: Advancing multimodal math evaluation with process evaluation and fine-grained classification.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Mm-math: Advancing multimodal math evaluation with process evaluation and fine-grained classification
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.701934Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9a031af1-b7dc-4cf5-b788-02638ece239d · outbound
This paper cites HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models
Reference 58
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T01:22:04.360724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b6a9d460-798f-4b74-a6c2-4b6cd6536308 · outbound
This paper cites Are We on the Right Way for Evaluating Large Vision-Language Models?.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Are We on the Right Way for Evaluating Large Vision-Language Models?
Reference 59
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T23:03:38.942499Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4d5d1a1a-1d2f-46dc-9ec2-12ffaca536ba · outbound
This paper cites Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
Reference 60
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T23:03:38.878520Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b8e9c999-364f-47ec-ada2-a6f628fcc2a3 · outbound
This paper cites CLIP-blind.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space CLIP-blind
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.690707Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4bf15ad0-bad2-4c41-8e99-dc6dd4acb9bb · outbound
This paper cites an unresolved cited work.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T23:03:39.678891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2248157e-4a98-46c0-bca1-637b3955d0af · outbound
This paper cites an unresolved cited work.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T23:03:39.694870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 905cb613-b19a-4f81-9708-c6c609ae04bd · outbound
This paper cites Upon examining the image: ▶The door appears to be aligned with the rest of the truck’s body.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Upon examining the image: ▶The door appears to be aligned with the rest of the truck’s body
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.697223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 13433db3-eb5e-43eb-a01e-3568a5b08132 · outbound
This paper cites an unresolved cited work.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Unresolved cited work
Reference 65
- Resolution
- parse uncertain
- raw_fallback, observed 2026-05-16T23:03:39.708445Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1213f1bb-4123-4172-8d5d-82794366e431 · outbound
This paper cites an unresolved cited work.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T23:03:39.688464Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 70ef6154-342a-4859-b28f-920d5f88c4f7 · outbound
This paper cites an unresolved cited work.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T23:03:39.676479Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7251e9b4-f908-4511-b980-ae4defd20d70 · outbound
This paper cites an unresolved cited work.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T23:03:39.692712Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 5f0483ce-1948-4843-aed9-fa08244d989e · outbound
This paper cites an unresolved cited work.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T23:03:39.683576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2f9ec472-2e61-4b30-8a19-296bd810f93f · outbound
This paper cites 2.First Edge: The beetle moves along the first edge and changes direction to the right.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space 2.First Edge: The beetle moves along the first edge and changes direction to the right
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.674162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e25dcd64-db53-4413-b852-bd391b6b1a23 · outbound
This paper cites 8.Seventh Edge: After moving along the fourth edge, the beetle changes direction to the left once more.
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space 8.Seventh Edge: After moving along the fourth edge, the beetle changes direction to the left once more
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T23:03:39.655541Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
Observation ed81a88b-6c9b-424f-abf4-d9c33ee64127 · inbound
Forest Before Trees: Latent Superposition for Efficient Visual Reasoning cites this paper.
Forest Before Trees: Latent Superposition for Efficient Visual Reasoning Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Reference 33
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T16:01:05.162961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1a8b6606-0dc4-4b43-bde5-4978ec636038 · inbound
Towards Explainable Industrial Anomaly Detection via Knowledge-Guided Latent Reasoning cites this paper.
Towards Explainable Industrial Anomaly Detection via Knowledge-Guided Latent Reasoning Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T03:10:32.009680Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ab236be0-80a0-4a85-b63e-c84f640d07d0 · inbound
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook cites this paper.
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Reference 117
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T14:03:01.974171Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89b6da3e-4c93-40b6-9ea1-d17d776ad77d · inbound
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs cites this paper.
Visual Latents Know More Than They Say: Unsilencing Latent Reasoning in MLLMs Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T16:36:09.585493Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 78d87c49-8154-448c-8817-e8647146a4a3 · inbound
UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs cites this paper.
UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T07:32:29.443170Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation b321ab71-bc08-4f48-a68b-aefd0c6a56c9 · inbound
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models cites this paper.
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Reference 26
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-13T07:22:28.535715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 94536a00-4ec3-422e-a2f7-679dcb8c264e · inbound
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models cites this paper.
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Reference 26
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-19T16:52:40.224128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f8e11a3e-f25d-4be5-a78b-5039bc9485e2 · inbound
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models cites this paper.
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Reference 26
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-21T08:04:02.685057Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7669da27-2c29-4fe0-a77c-079719fca0cf · inbound
LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning cites this paper.
LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-05-22T06:36:10.490620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 967460c7-bf34-435a-9455-614a70976b28 · inbound
DeepLatent: Think with Images via Parallel Latent Visual Reasoning cites this paper.
DeepLatent: Think with Images via Parallel Latent Visual Reasoning Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Reference 64
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-28T19:52:36.116411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6899ec7c-b1ee-4583-8ecd-60486c5cf721 · inbound
Why Struggle with Continuous Latents? Interpretable Discrete Latent Reasoning via Rendered Compression cites this paper.
Why Struggle with Continuous Latents? Interpretable Discrete Latent Reasoning via Rendered Compression Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Reference 27
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T06:44:18.271354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 945ec263-6854-47e8-8a2e-a01b15fcad95 · inbound
Latent Noise Mask for Reducing Visual Redundancy in Multimodal Large Language Models cites this paper.
Latent Noise Mask for Reducing Visual Redundancy in Multimodal Large Language Models Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T06:54:21.205830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8572acd0-e2bb-4609-b66b-c4c5d7976d52 · inbound
Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning cites this paper.
Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T01:07:06.861298Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.