Paper Citation Record · LEDGER

Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2504.16656.

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

pith.paper-citation-record.v1
2504.16656 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:01:37.530069Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T20:10:08.032034Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 43041165-440b-400b-96f9-d1d2cafa7e9f · inbound

R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO cites this paper.

R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T15:01:37.530069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00eac3aa-c4fa-40f9-ac6b-2a9297bbe228 · inbound

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models cites this paper.

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:15.321786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c52f5b08-33f5-4921-a7eb-fdd7fb77eefd · inbound

Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models cites this paper.

Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:22.483974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a5d3b8e-0064-4738-9167-8b751905a84a · inbound

MedBookVQA: A Systematic and Comprehensive Medical Benchmark Derived from Open-Access Book cites this paper.

MedBookVQA: A Systematic and Comprehensive Medical Benchmark Derived from Open-Access Book Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:01:03.055536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b797d668-c259-444f-899a-0e6aa87ddfc8 · inbound

Rex-Thinker: Grounded Object Referring via Chain-of-Thought Reasoning cites this paper.

Rex-Thinker: Grounded Object Referring via Chain-of-Thought Reasoning Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T10:55:14.826127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9527092-abfe-40c2-90fc-066cb510a9a0 · inbound

WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning cites this paper.

WeThink: Toward General-purpose Vision-Language Reasoning via Reinforcement Learning Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:27:04.960499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 822e85af-b74d-4cbe-8011-983260eafac0 · inbound

FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design cites this paper.

FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T00:40:40.201848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37c69bd4-167e-4749-ae2e-08166d75dcbc · inbound

Skywork-R1V3 Technical Report cites this paper.

Skywork-R1V3 Technical Report Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T19:14:05.468540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f68c5350-190b-4d9d-8bb9-663afbc9c051 · inbound

Perception-Aware Policy Optimization for Multimodal Reasoning cites this paper.

Perception-Aware Policy Optimization for Multimodal Reasoning Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-19T05:12:04.894974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1c3f7eaa-e072-4070-a191-14f807f18d2d · inbound

The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs cites this paper.

The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T18:43:13.461715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7557b985-2c27-4fa3-a62c-bb6b5b8b145b · inbound

VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning cites this paper.

VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T11:35:16.929602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c08be35-c821-4880-8015-d56a3704094c · inbound

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency cites this paper.

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 138

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:58:58.831501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b2df9d6a-be8e-4b2f-ba4f-e856480b8e1c · inbound

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey cites this paper.

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-18T19:21:48.436079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d23576fd-95c2-4705-993c-d1c6faa8a2bc · inbound

Boosting Reasoning in Large Multimodal Models via Activation Replay cites this paper.

Boosting Reasoning in Large Multimodal Models via Activation Replay Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-17T05:09:03.913660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b7ae3f4e-507d-498b-8fa1-8a22ed821df6 · inbound

MMCORE: MultiModal COnnection with Representation Aligned Latent Embeddings cites this paper.

MMCORE: MultiModal COnnection with Representation Aligned Latent Embeddings Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-10T03:29:21.666566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 58fdb66b-61b1-44cb-b81d-fe39515eeb57 · inbound

Structured Role-Aware Policy Optimization for Multimodal Reasoning cites this paper.

Structured Role-Aware Policy Optimization for Multimodal Reasoning Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:25:58.316033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d3a16a42-9743-40dd-bb18-c9f6530313e1 · inbound

VeriEvol: Scaling Multimodal Mathematical Reasoning via Verifiable Evol-Instruct cites this paper.

VeriEvol: Scaling Multimodal Mathematical Reasoning via Verifiable Evol-Instruct Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:39:46.028994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 19cae604-2808-4b8b-bb41-6ef22e2c502e · inbound

OracleAnalyser: Analysing Implicit Semantics of Oracle Bone Scripts through MLLMs with Post-training cites this paper.

OracleAnalyser: Analysing Implicit Semantics of Oracle Bone Scripts through MLLMs with Post-training Skywork R1V2: Multimodal Hybrid Reinforcement Learning for Reasoning

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-04T20:10:08.034694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.