Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T13:12:01.889341Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 5 inbound Pith citation observations for arXiv:2601.13606.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T13:12:01.889341Z
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, observed 2026-08-04T11:21:36.797757Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T01:39:24.227599Z
68 of 68 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9360d411-1465-4826-85c5-0fc548acea07 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Claude 3.5 technical report
Reference 1
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Qwen3-vl technical report
Reference 2
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Observation 36d7964a-70ea-467d-975f-6f9dc0137e63 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Qwen3-VL Technical Report
Reference 3
Source-reported events for the cited work
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Observation 647cbfb8-88a0-4b8d-acc2-3560a2cb3f2e · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Opendataarena: A fair and open arena for benchmarking post-training dataset value
Reference 4
Source-reported events for the cited work
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Observation 8bdd2892-25d1-429b-92ae-eee41d70e5eb · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Chart-r1: Chain-of- thought supervision and reinforcement for advanced chart reasoner
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Gemini 3 technical report
Reference 7
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Observation 0a56686e-6eae-4c6d-8d23-9186ef7f1d14 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ChartLlama: A Multimodal LLM for Chart Understanding and Generation
Reference 8
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Distill visual chart reasoning ability from llms to mllms
Reference 9
Source-reported events for the cited work
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding
Reference 10
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Observation 975fe2bf-d301-4b49-8a7e-a6fe67b97250 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Qwen2.5-Coder Technical Report
Reference 11
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering
Reference 12
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Observation b21f086f-816b-4b6a-87b0-60edc3f3d335 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Chart-CoCa: Self-Improving Chart Understanding of Vision LMs via Code-Driven Synthesis and Candidate-Conditioned Answering
Reference 13
Source-reported events for the cited work
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Observation 144f29f1-523d-49cf-b6c1-f2157d83f5fc · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch DVQA: Understanding Data Visualizations via Question Answering
Reference 14
Source-reported events for the cited work
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch FigureQA: An Annotated Figure Dataset for Visual Reasoning
Reference 15
Source-reported events for the cited work
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Observation e8f88905-92d3-45c4-b3d2-14086a3dac56 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ChartGen: Scaling Chart Understanding Via Code-Guided Synthetic Chart Generation
Reference 16
Source-reported events for the cited work
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Observation 55908e28-d2b4-4fda-8dfa-a68a54216ec3 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Efficient Memory Management for Large Language Model Serving with PagedAttention
Reference 17
Source-reported events for the cited work
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Observation 1bef0cc4-e2ec-4292-8a35-b54190e23701 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning
Reference 18
Source-reported events for the cited work
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward
Reference 19
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch SynthVLM: Towards High-Quality and Efficient Synthesis of Image-Caption Datasets for Vision-Language Models
Reference 20
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch FLARE: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding
Reference 21
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Observation 1331d031-6874-4d1b-9304-22c10524a3ca · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Start: Spatial and textual learning for chart understanding
Reference 22
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Observation 89ec83f3-d5f5-4f23-aae4-dd7e8792316a · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
Reference 23
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Observation 5e1caf2f-ea2d-4d68-8f47-8d9786ab7485 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Chartqa: A benchmark for question answering about charts with visual and logical reasoning
Reference 24
Source-reported events for the cited work
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Observation b48c407b-7238-4c30-982d-0014244b98b9 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning
Reference 25
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Observation d3549c7d-f99d-44c2-bd2d-b6c254979388 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Chart- gemma: Visual instruction-tuning for chart reasoning in the wild
Reference 26
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering
Reference 27
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Observation ccb5b068-70f9-4b31-b627-550d8d3a6099 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Chartassisstant: A universal chart multimodal language model via chart-to-table pre-training and multitask instruction tuning
Reference 28
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning
Reference 29
Source-reported events for the cited work
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch PlotQA: Reasoning over Scientific Plots
Reference 30
Source-reported events for the cited work
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Observation 3dcf2ae4-de54-485b-8b49-3ff70fbcc97c · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing
Reference 31
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Observation 88a3be18-583f-4893-b95b-cd4b4df251f7 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Gpt-5 system card
Reference 32
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Learning Transferable Visual Models From Natural Language Supervision
Reference 33
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Observation fecf97b9-6939-4da3-bda0-07a60b5e9861 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Hybridflow: A flexible and efficient rlhf framework
Reference 34
Source-reported events for the cited work
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Chartmuseum: Testing visual reasoning capabilities of large vision-language models
Reference 35
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Observation 26858e10-c6f7-4088-b303-56fc76ea4b3f · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Internvl3.5: Advancing open-source multimodal models in versatility, reasoning, and efficiency
Reference 36
Source-reported events for the cited work
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Observation e15be5af-0ec7-4f5d-8041-2320e43859ad · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Reference 37
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Observation 908ee738-59e2-4e5a-9234-0db9cb9cbf73 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
Reference 38
Source-reported events for the cited work
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Observation 6e086147-55fc-42cf-8ffc-0e9d61c017e5 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ChartX & ChartVLM: A Versatile Benchmark and Foundation Model for Complicated Chart Reasoning
Reference 39
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Observation 9ef0dd1d-1aa0-416d-90a5-ad8b689aff15 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch LogicVista: Multimodal LLM Logical Reasoning Benchmark in Visual Contexts
Reference 40
Source-reported events for the cited work
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Observation 52539d4a-0455-4277-970b-d9c4ade64ea8 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Chartm3: A multi-stage code-driven pipeline for constructing multi-dimensional and multi-step visual reasoning data in chart comprehension
Reference 41
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Observation a5c23214-1954-437e-b4b6-e4ddc9b61f17 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models
Reference 42
Source-reported events for the cited work
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Observation e5274ddc-640e-4f86-817f-c1817773ad88 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ChartBench: A Benchmark for Complex Visual Reasoning in Charts
Reference 43
Source-reported events for the cited work
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Observation 9007a525-5709-4b49-9068-3908ac91f327 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation
Reference 44
Source-reported events for the cited work
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Observation 23d1d758-fe14-4fac-b2f0-6407e26b6269 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Effective Training Data Synthesis for Improving MLLM Chart Understanding
Reference 45
Source-reported events for the cited work
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ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Open- mmreasoner: Pushing the frontiers for multimodal rea- soning with an open and general recipe
Reference 46
Source-reported events for the cited work
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Observation cb9ac4f7-dd0c-4b1a-a831-42e3cbe23302 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning
Reference 47
Source-reported events for the cited work
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Observation 1fee633d-9793-4c98-8bdc-b2c478761be2 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Mathverse: Does your multi-modal llm truly see the diagrams in visual math problems? InEuropean Conference on Computer Vision, pages 169–186
Reference 48
Source-reported events for the cited work
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Observation 3a7a3803-5653-46eb-bc66-a1c4f05b3646 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation
Reference 49
Source-reported events for the cited work
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Observation c8c48117-4050-4d91-9ad3-e345bb3fd157 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Group Sequence Policy Optimization
Reference 50
Source-reported events for the cited work
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Observation 4c5e49b8-8e12-4a6f-8740-7952732ab619 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
Reference 51
Source-reported events for the cited work
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Observation 6ff6ff25-35b0-498f-9c44-152740a151c8 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models
Reference 52
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 bf7eaa7a-4bf5-4381-8109-0039cb5499dd · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ## Design Constraints (Difficulty Control) •Target Level: The logic must beaccessible to a High School student
Reference 53
Source-reported events for the cited work
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Observation eee1fcad-269c-4eec-9e18-ff5bbb146fac · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch 3.Structural Dependency: Do not simply process the dataset uniformly
Reference 54
Source-reported events for the cited work
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Observation 626982d3-d82a-42ad-98e5-dfb4e138fe30 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ## Output Requirements 1.Data Context: A brief professional summary of what the data represents
Reference 55
Source-reported events for the cited work
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Observation d0c19a09-44ec-4bfb-a8bf-19dc46034cb8 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch </question>
Reference 56
Source-reported events for the cited work
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Observation 5c1bc9f8-54b7-4aae-9847-42b1f85f8e30 · outbound
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Reference 57
Source-reported events for the cited work
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Observation 5e560979-473a-4b45-bf44-2431027a93b1 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Your task is to answer a specific question by interpreting the raw data structures defined in a Python code snippet
Reference 58
Source-reported events for the cited work
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Observation 46136aed-ff71-4cd8-b44d-fde57b78f611 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch You do not need to ”run” the code, but you must ”read” and understand the variables (lists, dictionaries, values)
Reference 59
Source-reported events for the cited work
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Observation e82dbb70-e01a-4b09-a0a5-da05d2c9d1de · outbound
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Reference 60
Source-reported events for the cited work
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Observation 6b67fea9-1089-4816-8b50-8d880128e8be · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ## Solution Framework Phase 1: Code Structure Analysis • Scan the code to identify key variables and data lists
Reference 61
Source-reported events for the cited work
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Observation c9a895f7-f72f-43a6-be9b-f740f2e87671 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Unresolved cited work
Reference 63
Source-reported events for the cited work
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Observation e6c014c3-597a-4593-8db9-b27aad3bacb7 · outbound
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Reference 64
Source-reported events for the cited work
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Observation 573d8799-abfd-47fe-bdd9-ae7f576b01b5 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Your response will be used as a high-quality example to train a new AI model
Reference 65
Source-reported events for the cited work
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Observation 9bb9dbf5-5974-4725-a53c-ac1bd57806ea · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Never ignore visual elements
Reference 66
Source-reported events for the cited work
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Observation d4cafff3-0b38-4645-a35e-8a85658ca0b2 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Unresolved cited work
Reference 67
Source-reported events for the cited work
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Observation 2f29664d-5c00-4b40-82b1-133816fdc6c9 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Unresolved cited work
Reference 68
Source-reported events for the cited work
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Observation 711a2a49-55c3-4b0a-8685-334e980a3719 · outbound
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch Unresolved cited work
Reference 69
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 ef21e8ce-a33b-4e2a-9aa8-af975f34ecdf · inbound
Air-Know: Arbiter-Calibrated Knowledge-Internalizing Robust Network for Composed Image Retrieval ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch
Reference 78
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 50292857-635e-4d6a-96c5-790baaa80a4d · inbound
ConeSep: Cone-based Robust Noise-Unlearning Compositional Network for Composed Image Retrieval ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch
Reference 52
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 b6d3e6fe-0aab-42a6-91a0-4d41947f49e1 · inbound
MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch
Reference 77
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 f5bec8c5-9e40-4e57-9734-1d1000869ccf · inbound
MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch
Reference 77
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 5f43583c-36f5-46cf-b760-beeb723e8b31 · inbound
VC-Tooler: Learning Compositional and Adaptive Visual Tool Use ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.