Paper Citation Record · LEDGER

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

As of 7 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 13 inbound Pith citation observations for arXiv:2505.24787.

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

pith.paper-citation-record.v1
2505.24787 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:18:35.569184Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:01:48.603688Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T12:50:37.051545Z

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6138d802-80e7-4a2e-accf-fa1c37cf62c4 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:32.077286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1307bc4-f36a-4f7e-8448-e36cf6c78709 · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:32.190895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21d00c3a-6e3d-4e15-a17b-9c0e6e19e530 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:38.104309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 72964c3b-ec1f-4d82-8ccc-2f9984ef9005 · outbound

This paper cites RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:32.404265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9e05ca0-be08-4147-969c-b18a3d36e5a5 · outbound

This paper cites GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:32.501235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3f0c90b-2bef-45b1-972f-8a68e39d3793 · outbound

This paper cites Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:32.622198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f48b0a8-4ad0-495d-ad10-d50b2b99aee7 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:32.746018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00ac5c9c-a9f4-4504-96f7-6168089618ee · outbound

This paper cites Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:32.849767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ea46fac-3fd8-4b99-95e2-bccee79a588c · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:32.929483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7549a10-e95f-4a96-acfc-bed2c47b90a4 · outbound

This paper cites ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:33.014949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 643bba43-53c6-4acd-b5bb-89a518e950c9 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:33.103918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30a080cb-81d1-4e75-9be8-a5886e30f25f · outbound

This paper cites GPT-4o System Card.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation GPT-4o System Card

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:33.241433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fc4fcca-8607-4d3f-89b2-1a62594e9e94 · outbound

This paper cites T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:33.312078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1fd0634-5d13-4715-bf6e-199f715a80b2 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:33.408593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45e9e2b8-63b4-4484-a920-a61a0bdab5c2 · outbound

This paper cites Step-level Reward for Free in RL-based T2I Diffusion Model Fine-tuning.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Step-level Reward for Free in RL-based T2I Diffusion Model Fine-tuning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:33.490433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49d3edac-ad4b-4652-88dc-a6fa4324f036 · outbound

This paper cites Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:33.551160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bef59f67-0fbb-435a-8d09-464cf048c4aa · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:37.847799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c703ee5f-81e5-4454-ad6d-f38b1b8a6037 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:33.688290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adb8227d-4dab-480d-a968-eae6ad352520 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:33.739163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1abeb659-1d96-48c6-aaf1-e0ba4a926489 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:33.872566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a17e5d1e-7d16-41f0-a054-620d1148c6ba · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:37.528674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ab31898-5327-47a1-b49b-708acb3b3fe3 · outbound

This paper cites Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:34.068646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a82a75d-aad8-45dd-b291-1d815525617b · outbound

This paper cites Object-Attribute Binding in Text-to-Image Generation: Evaluation and Control.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Object-Attribute Binding in Text-to-Image Generation: Evaluation and Control

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:34.185826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d2ebef7-3080-45db-908e-29089a13d263 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:34.291929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f824f0d1-9c6a-4a85-ab63-eb5096d04e49 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:34.380091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e056e205-5db6-4f8c-9ca8-d6626c9eacbe · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:34.446828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43442d93-3b6c-434c-bb86-ba304b83921a · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:37.272237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ba355182-f50a-40e9-8fe3-ebf38d9e360a · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:37.003018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a5976a61-377d-4804-bb66-0e939212d2d1 · outbound

This paper cites OmniGen: Unified Image Generation.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation OmniGen: Unified Image Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:34.697482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6277760c-2eba-4043-9987-cc4b9282299c · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:36.681967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a3f2a054-a099-40b1-80b8-47681ab0a413 · outbound

This paper cites Nexus-Gen: Unified Image Understanding, Generation, and Editing via Prefilled Autoregression in Shared Embedding Space.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Nexus-Gen: Unified Image Understanding, Generation, and Editing via Prefilled Autoregression in Shared Embedding Space

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:34.881146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da0910bb-19b9-4471-9ef9-71335f49ecbd · outbound

This paper cites Visual In-Context Learning for Large Vision-Language Models.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Visual In-Context Learning for Large Vision-Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:34.987500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4a81c82-4f99-4008-8110-54f850ea9783 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:35.130624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17709ca5-7594-4015-9eba-9ec4c7e232a5 · outbound

This paper cites an unresolved cited work.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:36.434910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b3ee151d-61fb-4225-b0fd-cf459e23e674 · outbound

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

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:35.370202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20f41297-a7fb-4c90-beca-1ca735b99dca · outbound

This paper cites VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:35.569184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 9603bcd6-4bfb-4625-9543-c8d34410bcb3 · inbound

Large Language Models for Zero-Shot Multicultural Name Recognition cites this paper.

Large Language Models for Zero-Shot Multicultural Name Recognition Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T19:57:05.749972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36ea33ba-720d-4b0d-a522-6a82941ee6aa · inbound

Unlocking Compositional Control: Self-Supervision for LVLM-Based Image Generation cites this paper.

Unlocking Compositional Control: Self-Supervision for LVLM-Based Image Generation Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:48.603688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21eb0ce8-b794-4f5c-af95-7c5121abd867 · inbound

LVLM-Composer's Explicit Planning for Image Generation cites this paper.

LVLM-Composer's Explicit Planning for Image Generation Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:01.777284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ba1275a-4bbe-4f0b-9b05-f91ff74e114f · inbound

Harnessing RLHF for Robust Unanswerability Recognition and Trustworthy Response Generation in LLMs cites this paper.

Harnessing RLHF for Robust Unanswerability Recognition and Trustworthy Response Generation in LLMs Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:15.709414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daf19fc4-d5db-48f6-9db2-a38e434b1910 · inbound

CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs cites this paper.

CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:59.862849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e802767c-5a96-4e20-90fd-f48a56ced6a5 · inbound

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation cites this paper.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:37.738471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 034fb7ef-0c3a-441f-bd64-98a415ee6e30 · inbound

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation cites this paper.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:40.994935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd77dcd4-ac4e-44f0-9f5c-1324aa188f9c · inbound

MM-FusionNet: Context-Aware Dynamic Fusion for Multi-modal Fake News Detection with Large Vision-Language Models cites this paper.

MM-FusionNet: Context-Aware Dynamic Fusion for Multi-modal Fake News Detection with Large Vision-Language Models Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:19.672807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5bbb376-d18f-42b6-9b30-875985e83313 · inbound

DocRefine: An Intelligent Framework for Scientific Document Understanding and Content Optimization based on Multimodal Large Model Agents cites this paper.

DocRefine: An Intelligent Framework for Scientific Document Understanding and Content Optimization based on Multimodal Large Model Agents Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T22:28:37.911045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaed9c9d-0d41-405b-9eb7-ce3cfa12fd03 · inbound

From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation cites this paper.

From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:50:37.056810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 08cbf102-7cb3-46dc-95f8-35555b783808 · inbound

Hierarchical Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text cites this paper.

Hierarchical Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-15T01:28:27.234052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7ee6f1d4-bea6-4558-b0ea-ada8fe1a03a2 · inbound

Rethinking Reinforcement Fine-Tuning in LVLM: Convergence, Reward Decomposition, and Generalization cites this paper.

Rethinking Reinforcement Fine-Tuning in LVLM: Convergence, Reward Decomposition, and Generalization Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 40

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T03:14:07.686490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 629945ed-2c5a-4c04-837e-122ea2c83260 · inbound

Spectral Origins of the Self-Correction Blind Spot in Autoregressive Generation cites this paper.

Spectral Origins of the Self-Correction Blind Spot in Autoregressive Generation Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-14T15:30:23.485228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.