Paper Citation Record · LEDGER

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System

As of 14 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 4 inbound Pith citation observations for arXiv:2502.03788.

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

pith.paper-citation-record.v1
2502.03788 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T00:48:36.829100Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:23:20.857447Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T17:38:44.181139Z

Reference resolution

27 of 27 outbound references displayed

verified exact4
verified fuzzy11
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a9da54e6-01c7-4b60-b283-e56a1f7b37f9 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T00:48:36.716969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1537f095-1c49-4dc5-8005-c38c3d2da32f · outbound

This paper cites OpenAI o3-mini System Card,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System OpenAI o3-mini System Card,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:48:37.622816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 827aa4ce-c6e8-4ff2-84be-e644ba63801c · outbound

This paper cites Co-Writing Screenplays and Theatre Scripts with Language Models: Evaluation by Industry Professionals,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Co-Writing Screenplays and Theatre Scripts with Language Models: Evaluation by Industry Professionals,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T00:48:36.726630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb290fb7-2e58-4ae3-b51e-0be6db5a3ab1 · outbound

This paper cites Large-scale Text-to-Image Generation Models for Visual Artists' Creative Works.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Large-scale Text-to-Image Generation Models for Visual Artists' Creative Works

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-09T00:48:37.373917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation de7efa39-80cd-4383-9612-f24bf58c094a · outbound

This paper cites AI Art and its Impact on Artists,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System AI Art and its Impact on Artists,

Reference 5

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T00:48:37.353876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2ffc25e0-83cb-45f3-a9cf-1a91fa27edf0 · outbound

This paper cites The Impact of Generative AI on Artists,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System The Impact of Generative AI on Artists,

Reference 6

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T00:48:37.312326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation beef1cb3-8269-4bcc-87ab-0c2f94734c7c · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Evaluating Large Language Models Trained on Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T00:48:36.745159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b6f03ef-e099-414c-a2f2-8751f8e69282 · outbound

This paper cites SWE-bench: Can language models resolve real-world github issues?.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System SWE-bench: Can language models resolve real-world github issues?

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:48:37.608888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 06c8bb9c-18c1-40d3-8800-9754e88a9f28 · outbound

This paper cites Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T00:48:36.753703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9220dc0e-878c-4679-9b05-793d7a5b989b · outbound

This paper cites OpenHands: An Open Platform for AI Software Developers as Generalist Agents.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System OpenHands: An Open Platform for AI Software Developers as Generalist Agents

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T00:48:36.758034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca6658a7-7e74-496e-b4fa-79bad51a5977 · outbound

This paper cites Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T00:48:36.762911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 896d7e70-87e6-4d72-bfb4-7d9ec4e82a2c · outbound

This paper cites UICoder: Finetuning Large Language Models to Generate User Interface Code through Automated Feedback.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System UICoder: Finetuning Large Language Models to Generate User Interface Code through Automated Feedback

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T00:48:36.767107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae3889b9-f50d-4106-93b8-d9e86f7d19ec · outbound

This paper cites FrameKit: A Tool for Authoring Adaptive UIs Using Keyframes,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System FrameKit: A Tool for Authoring Adaptive UIs Using Keyframes,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:48:37.595325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 93f8befd-1d89-42b4-8579-d7c5564cf078 · outbound

This paper cites PromptInfuser: How Tightly Coupling AI and UI Design Impacts Designers’ Workflows,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System PromptInfuser: How Tightly Coupling AI and UI Design Impacts Designers’ Workflows,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:48:37.581416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0ee51528-d544-45f7-8714-f0efe73dcb01 · outbound

This paper cites DesignAID: Using Generative AI and Semantic Diversity for Design Inspiration,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System DesignAID: Using Generative AI and Semantic Diversity for Design Inspiration,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T00:48:36.779245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dd23c97-4d86-4357-9d58-d11b23b65613 · outbound

This paper cites Misty: UI Prototyping Through Interactive Conceptual Blending,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Misty: UI Prototyping Through Interactive Conceptual Blending,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:48:37.567713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 17a39459-daa5-42ad-b243-53795a20807a · outbound

This paper cites Towards Generating UI Design Feedback with LLMs,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Towards Generating UI Design Feedback with LLMs,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T00:48:36.787376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 533dba5f-0d1f-4b2f-8cb7-9a9d475a3182 · outbound

This paper cites Generating Automatic Feedback on UI Mockups with Large Language Models,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Generating Automatic Feedback on UI Mockups with Large Language Models,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:48:37.553289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 865e8a6e-4475-43ca-9bca-c6a34d2e95ed · outbound

This paper cites UIClip: A Data-driven Model for Assessing User Interface Design,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System UIClip: A Data-driven Model for Assessing User Interface Design,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:48:37.537767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 01af9a31-dffa-4832-8446-b0cbc66c78ba · outbound

This paper cites AI Is Not Enough: A Hybrid Technical Approach to AI Adoption in UI Linting With Heuristics,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System AI Is Not Enough: A Hybrid Technical Approach to AI Adoption in UI Linting With Heuristics,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T00:48:36.799315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b49df549-4772-45d9-8518-adfe9d59a436 · outbound

This paper cites Sketch2Prototype: rapid conceptual design exploration and prototyping with generative AI,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Sketch2Prototype: rapid conceptual design exploration and prototyping with generative AI,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:48:37.523833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 83cb1f1d-5fb6-4267-836a-9a652ec6c775 · outbound

This paper cites Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T00:48:36.807634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d216f039-fbb0-4b29-b28e-d9ee508ccb3a · outbound

This paper cites Supermind Ideator: Exploring generative AI to support creative problem-solving,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Supermind Ideator: Exploring generative AI to support creative problem-solving,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:48:37.509939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 77325b64-4fb5-48c8-b001-1327467d1bde · outbound

This paper cites Parallel prototyping leads to better design results, more divergence, and increased self-efficacy,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Parallel prototyping leads to better design results, more divergence, and increased self-efficacy,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:48:37.495456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4a86a0de-316c-4f47-8cd7-d61698dbde63 · outbound

This paper cites Using thematic analysis in psychology,.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Using thematic analysis in psychology,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:48:37.480610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d0cf39a5-371a-4d14-95d6-4c63931e7d54 · outbound

This paper cites Intent Tagging: Exploring Micro-Prompting Interactions for Supporting Granular Human-GenAI Co-Creation Workflows.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Intent Tagging: Exploring Micro-Prompting Interactions for Supporting Granular Human-GenAI Co-Creation Workflows

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T00:48:36.825078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a043583c-2fbc-490f-b750-d8f187035509 · outbound

This paper cites Before Humans Join the Team: Diagnosing Coordination Failures in Healthcare Robot Team Simulation.

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System Before Humans Join the Team: Diagnosing Coordination Failures in Healthcare Robot Team Simulation

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-09T00:48:36.870881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 11adb9c4-a8c0-43b4-aed6-d90557b82510 · inbound

P2P: Automated Paper-to-Poster Generation and Fine-Grained Benchmark cites this paper.

P2P: Automated Paper-to-Poster Generation and Fine-Grained Benchmark Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:23:20.857447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df8c410d-f107-4ca7-826b-b112ddc1c8c8 · inbound

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI cites this paper.

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System

Reference 195

Resolution: unresolved; no resolver link, observed 2026-08-07T14:15:50.333259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b608061-20a7-469d-bacf-a574d3c864ae · inbound

Reverse Browser: Vector-Image-to-Code Generator cites this paper.

Reverse Browser: Vector-Image-to-Code Generator Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T05:46:40.730837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73ef8b77-eaae-449b-800e-49e4fbd4d491 · inbound

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence cites this paper.

Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-03T17:38:44.182760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.