Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T17:45:51.528645Z
Paper Citation Record · LEDGER
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering
As of 6 August 2026, this Paper Citation Record lists 85 of 85 outbound references and 0 inbound Pith citation observations for arXiv:2604.08209.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
85 of 85 outbound references displayed
- verified exact16
- verified fuzzy28
- unresolved14
- parse uncertain0
- malformed identifier0
- metadata mismatch27
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e3dd37ea-a227-4982-8fa9-e140665a362b · outbound
This paper cites Qwen2.5-VL Technical Report.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Qwen2.5-VL Technical Report
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T06:11:01.501532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 64f8f17c-f9ed-4c2f-998c-b9e37d9acac2 · outbound
This paper cites arXiv preprint arXiv:2602.05847 (2026).
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering arXiv preprint arXiv:2602.05847 (2026)
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:11:01.922098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 686f06e9-bf74-45bf-ba0f-7d467bf8cbf2 · outbound
This paper cites Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning?.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning?
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T05:40:56.172131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c840ee73-ba35-4522-983b-e7731a4432ce · outbound
This paper cites What do MLLMs hear? Examining reasoning with text and sound components in Multimodal Large Language Models.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering What do MLLMs hear? Examining reasoning with text and sound components in Multimodal Large Language Models
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:11:01.487231Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9a3e7eae-2dfd-4362-b510-292102ac4e4e · outbound
This paper cites an unresolved cited work.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T09:09:20.816882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6ddaa5f5-f377-4693-bc70-95ffb544d2c2 · outbound
This paper cites Video-R1: Reinforcing Video Reasoning in MLLMs.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Video-R1: Reinforcing Video Reasoning in MLLMs
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T09:43:00.472655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b89c97ce-94dd-44e5-a5ce-111fc31ad292 · outbound
This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.820435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1300de80-6329-4c94-90d2-31e05ee3700f · outbound
This paper cites The Llama 3 Herd of Models.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering The Llama 3 Herd of Models
Reference 8
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T06:11:01.436189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 19493417-f083-4e90-ac6b-3d3122752e56 · outbound
This paper cites MLLM-based Speech Recognition: When and How is Multimodality Beneficial?.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering MLLM-based Speech Recognition: When and How is Multimodality Beneficial?
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:11:01.755138Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0a7c88e1-bba6-4090-a17a-cff3ba697201 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 10
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T06:11:01.635636Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5c2d2914-15e9-4c49-8906-002719547019 · outbound
This paper cites VIDEOP2R: Video Understanding from Perception to Reasoning.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering VIDEOP2R: Video Understanding from Perception to Reasoning
Reference 11
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T06:11:01.447072Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cec79c31-5f47-4c19-bb98-975e919408f9 · outbound
This paper cites In: Proceedings of the 63rd Annual Meeting of the Asso- ciation for Computational Linguistics (Volume 1: Long Papers).
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering In: Proceedings of the 63rd Annual Meeting of the Asso- ciation for Computational Linguistics (Volume 1: Long Papers)
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.835796Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2c85a7f3-9755-430e-a390-5a9abadc296b · outbound
This paper cites MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering MMAU-Pro: A Challenging and Comprehensive Benchmark for Holistic Evaluation of Audio General Intelligence
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:11:01.470349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 773a995f-83d7-4e2b-9db4-24dc6ae322ad · outbound
This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Tulu 3: Pushing Frontiers in Open Language Model Post-Training
Reference 14
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T06:11:01.401302Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 42f7834d-f53a-4976-88ea-deb71feeef0a · outbound
This paper cites Omnivideobench: Towards audio-visual understanding evaluation for omni mllms.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Omnivideobench: Towards audio-visual understanding evaluation for omni mllms
Reference 15
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:11:01.716372Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c9098f84-ab77-4cf7-9a18-93b7b1ab0635 · outbound
This paper cites VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning
Reference 16
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T20:56:07.931779Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a6400fc9-149e-404e-aada-607223328885 · outbound
This paper cites A Comprehensive Survey on World Models for Embodied AI.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering A Comprehensive Survey on World Models for Embodied AI
Reference 17
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T01:14:24.976532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6d1c70cb-d8a9-40b9-b5b8-ec7df293a230 · outbound
This paper cites Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models
Reference 18
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:11:01.552354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 527c92fe-5519-477b-95d3-5e761f46d507 · outbound
This paper cites an unresolved cited work.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T09:09:20.806917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e4257cec-2666-438b-94a2-c930a4246794 · outbound
This paper cites In: Proceedings of the IEEE/CVF Interna- tional Conference on Computer Vision.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering In: Proceedings of the IEEE/CVF Interna- tional Conference on Computer Vision
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.794420Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5c781189-f558-491a-a1d5-8b5e42eafa9b · outbound
This paper cites MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix
Reference 21
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:11:01.948269Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 85f3cddc-0090-401e-90c7-c7d52a50f9d2 · outbound
This paper cites In: European conference on computer vision.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering In: European conference on computer vision
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.791037Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e86c5615-a0e8-42ed-8f87-bceb2a05f794 · outbound
This paper cites In: European conference on computer vision.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering In: European conference on computer vision
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.797512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c0bb839e-7e3c-40e9-87d4-256071a937b4 · outbound
This paper cites Advances in neural information processing sys- tems35, 27730–27744 (2022).
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Advances in neural information processing sys- tems35, 27730–27744 (2022)
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.810407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 42bf9a0a-e6fe-4666-9229-1116fdd48231 · outbound
This paper cites Advances in neural information processing systems36, 53728–53741 (2023).
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Advances in neural information processing systems36, 53728–53741 (2023)
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.803636Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 304d3e06-83d1-4f0a-a122-15c6836cb64a · outbound
This paper cites Videoworld 2: Learning transferable knowledge from real-world videos.arXiv preprint arXiv:2602.10102.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Videoworld 2: Learning transferable knowledge from real-world videos.arXiv preprint arXiv:2602.10102
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:11:01.622832Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ac808a82-ecbd-479b-ac0d-4caf02a88d0c · outbound
This paper cites Code Llama: Open Foundation Models for Code.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Code Llama: Open Foundation Models for Code
Reference 27
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T06:11:01.525761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5122570d-0fce-4e86-8fbd-937c83722bac · outbound
This paper cites MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
Reference 28
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T14:04:55.589197Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a4cd287c-e86a-4b23-858a-24ccfd42c99a · outbound
This paper cites Advances in neural information processing systems32(2019).
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Advances in neural information processing systems32(2019)
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.832369Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ea090e7d-c272-4b98-a5f2-7b9e3511f1ae · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 30
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T06:11:01.888577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f3306480-1589-4f59-8496-c42d838b7897 · outbound
This paper cites In: Proceedings of the Twentieth European Conference on Computer Systems.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering In: Proceedings of the Twentieth European Conference on Computer Systems
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.888479Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ee425bc9-8361-456e-ab52-44cb3794df44 · outbound
This paper cites In: International conference on information processing in medical imaging.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering In: International conference on information processing in medical imaging
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.910324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7f8c1f8e-20ec-4c95-8ea6-5d50f7b9f9dc · outbound
This paper cites FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:11:01.987099Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d9523a86-f8ef-4a87-909c-6245370677d4 · outbound
This paper cites Zephyr: Direct Distillation of LM Alignment.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Zephyr: Direct Distillation of LM Alignment
Reference 34
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T10:13:57.632488Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 69dcb3b8-c775-4317-907e-a307734df64c · outbound
This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.862298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e05cc118-f15e-4480-b5b0-048f11484f05 · outbound
This paper cites MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark
Reference 36
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-17T17:21:50.902611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d46f95b8-3160-4838-8d79-94ee418448fd · outbound
This paper cites arXiv preprint arXiv:2511.17945 (2025).
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering arXiv preprint arXiv:2511.17945 (2025)
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:11:01.930866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a6afcdd0-8530-4bb8-864b-d8f053310c6c · outbound
This paper cites CoTasks: Chain-of-Thought based Video Instruction Tuning Tasks.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering CoTasks: Chain-of-Thought based Video Instruction Tuning Tasks
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:11:01.761451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 35d66e6c-ec7c-4bb5-8dac-5e3c9cdfb688 · outbound
This paper cites Reinforcement Learning for Reasoning in Large Language Models with One Training Example.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Reinforcement Learning for Reasoning in Large Language Models with One Training Example
Reference 39
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T19:51:05.238288Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c96985cf-0bbb-451c-8d91-8089d17ae7b6 · outbound
This paper cites Visual jigsaw post-training improves mllms.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Visual jigsaw post-training improves mllms
Reference 40
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:11:01.832744Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 474f5ec9-4a16-4db3-a011-eafee6b44254 · outbound
This paper cites Qwen2.5-Omni Technical Report.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Qwen2.5-Omni Technical Report
Reference 41
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T06:11:01.908568Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c5408489-00c7-4cc4-ba11-5d1611a82e3e · outbound
This paper cites Qwen3-Omni Technical Report.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Qwen3-Omni Technical Report
Reference 42
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T06:11:01.745359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 459916ef-375b-450f-968e-f2fa3573863d · outbound
This paper cites Seeing the Ar- row of Time in Large Multimodal Models.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Seeing the Ar- row of Time in Large Multimodal Models
Reference 43
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:11:01.882815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fa0b371a-a256-428c-a217-26e41b245205 · outbound
This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T10:15:55.036587Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 98af9d15-73f8-481c-996c-b78977de4182 · outbound
This paper cites arXiv preprint arXiv:2601.07850 (2026).
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering arXiv preprint arXiv:2601.07850 (2026)
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:11:01.847794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation eb2b66fd-abaf-4746-8756-22670cd6d650 · outbound
This paper cites Omni-Emotion: Extending Video MLLM with Detailed Face and Audio Modeling for Multimodal Emotion Analysis.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Omni-Emotion: Extending Video MLLM with Detailed Face and Audio Modeling for Multimodal Emotion Analysis
Reference 46
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:11:01.841793Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 48f64fe9-9131-45e2-8b4d-3a57bd8dfc5c · outbound
This paper cites HumanOmniV2: From Understanding to Omni-Modal Reasoning with Context.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering HumanOmniV2: From Understanding to Omni-Modal Reasoning with Context
Reference 47
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:11:01.853846Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a1ce5741-6c83-49bc-99eb-44c7dbbd6bea · outbound
This paper cites Ipo: Iterative preference optimization for text-to-video generation.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Ipo: Iterative preference optimization for text-to-video generation
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:11:01.898348Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 18cdcb34-7e74-499e-9f54-2a5abf065a12 · outbound
This paper cites Advances in neural information processing systems32(2019).
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Advances in neural information processing systems32(2019)
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.893842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 837b9277-0b89-4cc1-a459-307e54c7e213 · outbound
This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.853651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 985df446-3c9d-468d-ac83-8269544b793f · outbound
This paper cites Simulating the visual world with artificial intelligence: A roadmap.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Simulating the visual world with artificial intelligence: A roadmap
Reference 51
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:11:01.914637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5cfcfffd-d8cd-4a2d-8199-2a989393bbb3 · outbound
This paper cites In: Proceedings of the 33rd ACM International Confer- ence on Multimedia.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering In: Proceedings of the 33rd ACM International Confer- ence on Multimedia
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.841485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 77f8d446-db33-42e9-a622-f969d2ba615c · outbound
This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering In: Proceedings of the IEEE/CVF International Conference on Computer Vision
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.844562Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3f9bf08e-ccce-42fe-a963-d6277d7686bc · outbound
This paper cites LLaVA-Video: Video Instruction Tuning With Synthetic Data.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering LLaVA-Video: Video Instruction Tuning With Synthetic Data
Reference 54
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-11T06:11:01.804129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4c1518df-8cc7-4070-9a0e-6f8054a6670e · outbound
This paper cites Unified multimodal understanding and generation models: Advances, challenges, and opportunities.arXiv preprint arXiv:2505.02567.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unified multimodal understanding and generation models: Advances, challenges, and opportunities.arXiv preprint arXiv:2505.02567
Reference 55
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:11:01.814361Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a35bda6a-7128-40f8-b307-a518e00bcfc2 · outbound
This paper cites Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration
Reference 56
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:11:01.973351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 08b27536-e955-42c9-acfe-6c7d6342aed7 · outbound
This paper cites Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models
Reference 57
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:11:01.790128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e7ffc328-ee68-4980-a7a4-236aaa190c62 · outbound
This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.896764Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e5f12948-cc20-449f-ba17-976c6e764282 · outbound
This paper cites In: Proceedings of the AAAI conference on artificial intelligence.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering In: Proceedings of the AAAI conference on artificial intelligence
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.902001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b117b5c4-b950-46dc-b280-d951130527aa · outbound
This paper cites Mlvu: Benchmarking multi-task long video understanding.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Mlvu: Benchmarking multi-task long video understanding
Reference 60
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:11:01.782232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c662ec94-1d85-4837-845e-5ba796c8ba77 · outbound
This paper cites DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T01:06:07.964742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 96ef21e4-299a-4cb0-91ea-75d036a41367 · outbound
This paper cites The individual moves around the space, gesturing expressively while singing.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering The individual moves around the space, gesturing expressively while singing
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.907579Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ee16962b-a195-46e9-95a9-25862a253139 · outbound
This paper cites - Visual State Changes: There are no significant visual state changes; the setting and background remain constant.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering - Visual State Changes: There are no significant visual state changes; the setting and background remain constant
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.879205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4a98e540-6c9f-4e18-9acd-6bd117b407e5 · outbound
This paper cites - Static/Low-Dynamic Content: While the background is static, the person's dynamic movements and expressions add dynamism to the scene.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering - Static/Low-Dynamic Content: While the background is static, the person's dynamic movements and expressions add dynamism to the scene
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.882145Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9c544eaf-fa80-4433-800c-c14ba6c0cbe1 · outbound
This paper cites For example, the man is first seen reading outdoors, then in a bathtub surrounded by books, and later in a room filled with books and artwork.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering For example, the man is first seen reading outdoors, then in a bathtub surrounded by books, and later in a room filled with books and artwork
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.885471Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4418009e-770d-419f-8502-51040ca8b46e · outbound
This paper cites an unresolved cited work.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T09:09:20.876079Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f71548db-03d5-441f-b928-0a80b0432c4a · outbound
This paper cites The transitions between scenes do not provide a clear sequence of events that build upon each other.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering The transitions between scenes do not provide a clear sequence of events that build upon each other
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.873512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fbf00699-c52c-4daf-bb25-11b9b93ffb98 · outbound
This paper cites an unresolved cited work.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T09:09:20.891173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ec8772fe-c217-4274-a2e9-54ade4a02bc8 · outbound
This paper cites an unresolved cited work.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T09:09:20.904573Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7d263b89-63b5-40de-ae89-d2771133ccb4 · outbound
This paper cites an unresolved cited work.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T09:09:20.867397Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 562a202c-94d4-4bb9-a74d-d3bd893c535d · outbound
This paper cites The lack of a clear narrative thread suggests that these clips could be rearranged without losing their individual meanings.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering The lack of a clear narrative thread suggests that these clips could be rearranged without losing their individual meanings
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.870598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 768537a5-8f83-4af5-8a44-08c6b4cf51bf · outbound
This paper cites knelt down beside her.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering knelt down beside her
Reference 72
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T06:11:01.775861Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 91eff431-09c9-4402-941e-0ab0c0388ba5 · outbound
This paper cites an unresolved cited work.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T09:09:20.800269Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9e54a2e8-353b-49ce-802a-fd4b16adce25 · outbound
This paper cites an unresolved cited work.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T09:09:20.829290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 71163b60-8505-4b69-aa63-4e21ee589c5a · outbound
This paper cites Video Jigsaw.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Video Jigsaw
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.856627Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f4036592-a98a-4ab8-a5c7-20a6b3725764 · outbound
This paper cites Temporal Jigsaw Puzzle.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Temporal Jigsaw Puzzle
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.859382Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7b795fa9-0568-44d7-a7e4-c888b7341e90 · outbound
This paper cites an unresolved cited work.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unresolved cited work
Reference 78
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T09:09:20.864728Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f3684226-8e72-4b1d-90b9-f50c72adee10 · outbound
This paper cites *Penalty:Give low priority to “A” if the audio is constant background noise, a repetitive music loop without progression, or silence.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering *Penalty:Give low priority to “A” if the audio is constant background noise, a repetitive music loop without progression, or silence
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.913280Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3228b44e-c3ed-445a-86ee-c77d94d96680 · outbound
This paper cites V”if the visual evolution provides a stricter, unambiguous timeline (e.g., a silent movie with clear plot actions). *Select “A.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering V”if the visual evolution provides a stricter, unambiguous timeline (e.g., a silent movie with clear plot actions). *Select “A
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.847764Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2c235487-cdee-44d2-9c0d-a94959acbd40 · outbound
This paper cites an unresolved cited work.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unresolved cited work
Reference 81
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T09:09:20.850735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 10a1e2af-ac8a-41c2-88cf-db6ade797a7e · outbound
This paper cites an unresolved cited work.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unresolved cited work
Reference 82
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T09:09:20.899340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dbb6bf7a-c4fe-4586-b870-dd024ccdd201 · outbound
This paper cites an unresolved cited work.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unresolved cited work
Reference 83
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T09:09:20.838699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7cc1dee8-7708-47fc-bf67-63a7ed20059c · outbound
This paper cites OmniJigsaw.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering OmniJigsaw
Reference 84
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-17T09:09:20.826496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bad803bf-d666-47ce-9cb4-09ba7cbf040a · outbound
This paper cites an unresolved cited work.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unresolved cited work
Reference 85
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T09:09:20.814007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d3900433-1086-4cbc-aeda-ce07c3e9a480 · outbound
This paper cites an unresolved cited work.
OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering Unresolved cited work
Reference 86
- Resolution
- unresolved
- raw_fallback, observed 2026-05-17T09:09:20.823566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
No inbound Pith citation observations are available.