Paper Citation Record · LEDGER

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers

As of 22 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 8 inbound Pith citation observations for arXiv:2504.20115.

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

pith.paper-citation-record.v1
2504.20115 v2

Coverage vector

measured 74 of 74 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:55:59.275505Z

measured 82 of 82 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:51:54.324681Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T17:47:17.824691Z

Reference resolution

74 of 74 outbound references displayed

verified exact2
verified fuzzy4
unresolved68
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 939085c7-1702-4ed1-b2c2-db45765d4a8a · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.620560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 54c5b653-dba0-4418-bae3-b2073c0fabf1 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.604413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7b43c8a8-9283-480d-8913-a57af0d83cb0 · outbound

This paper cites Program Synthesis with Large Language Models.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Program Synthesis with Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:58.944337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bdce2dc-e417-4796-a944-4fd2571e719b · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.586155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 64bb9386-26f5-4dd8-ad8b-559c6474c687 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.554066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ba60663e-7108-4737-a02e-10537e7bba09 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.539290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 12d6d78e-4115-453b-911a-40998f940943 · outbound

This paper cites KD-LoRA: A Hybrid Approach to Efficient Fine-Tuning with LoRA and Knowledge Distillation.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers KD-LoRA: A Hybrid Approach to Efficient Fine-Tuning with LoRA and Knowledge Distillation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:58.963537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e96842e3-3ebf-4e5f-a63d-514381f3eeef · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.509304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 067c2225-dea5-488b-92ab-c801f49c8b9a · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.524186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ebfd06eb-d55d-465e-ab86-dc2946f0f7d8 · outbound

This paper cites AutoAgents: A Framework for Automatic Agent Generation.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers AutoAgents: A Framework for Automatic Agent Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:58.987813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83eb0e4a-70ec-4956-9c72-473248a8eeb1 · outbound

This paper cites Nougat: Neural Optical Understanding for Academic Documents.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Nougat: Neural Optical Understanding for Academic Documents

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:58.982975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce14b4e1-4c85-439a-a93e-2e69d3892ac6 · outbound

This paper cites MobileVLM V2: Faster and Stronger Baseline for Vision Language Model.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:58.997428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9484c316-69b4-414b-89d6-de74ba464bd8 · outbound

This paper cites Ocean-OCR: Towards General OCR Application via a Vision-Language Model.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Ocean-OCR: Towards General OCR Application via a Vision-Language Model

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:58.992466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b3c2932-46c9-43b8-b0ef-b186544abcf5 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.472161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b2e3faf2-4c11-43c6-8b38-b8c2aaccd530 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.491687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0cc13b3c-64dd-4871-9677-3b5e0d8351c2 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.453167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b53405c5-271f-4191-97d4-75d94bbdd3da · outbound

This paper cites ReffAKD: Resource-efficient Autoencoder-based Knowledge Distillation.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers ReffAKD: Resource-efficient Autoencoder-based Knowledge Distillation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.011759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5408ad2d-7976-44df-9389-d0efbea2a6c0 · outbound

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

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.026160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a10c1873-3806-4a2d-b386-33a00a88dd67 · outbound

This paper cites Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.021287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3d7ce99-209e-4cc4-9291-3595e391cbc1 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.437066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1104c9c8-5b59-4426-bf0c-1c6989a5557d · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.030838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50e91d2e-5069-4d62-8443-d4a2784cef18 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.405614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a24e54c1-ceca-4b55-87d4-0fbac1f87b80 · outbound

This paper cites Quantitative Science Studies 5, 4 (2024), 823–843.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Quantitative Science Studies 5, 4 (2024), 823–843

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:56:00.421058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e83c24d1-2422-4c50-9cdd-4cbdb8818293 · outbound

This paper cites From Code to Courtroom: LLMs as the New Software Judges.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers From Code to Courtroom: LLMs as the New Software Judges

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.045171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c419e953-16ba-40ae-bef9-943cdeaaf9f0 · outbound

This paper cites MapCoder: Multi-Agent Code Generation for Competitive Problem Solving.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers MapCoder: Multi-Agent Code Generation for Competitive Problem Solving

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.064133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4019a217-4846-483c-b5aa-2261efa24dd8 · outbound

This paper cites AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.054376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0096516-02f4-4018-a6a0-a44f531b6a52 · outbound

This paper cites Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.059489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd55312b-b0c1-4ec9-8fde-a21e110e061f · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.367803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a8d38aa3-b66c-4984-b02b-a4a8c7a36c6e · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.068882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 903d5786-0f96-4e21-abba-5f586cd03ba1 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.073278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 824db424-6a76-4b01-a105-2f0a24cb35e2 · outbound

This paper cites MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.096567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bbc1715-e5d1-4133-ba06-9b10d6770c65 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.352415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 01a82a59-a5e6-4387-8a08-4333be6a5872 · outbound

This paper cites RES-Q: Evaluating Code-Editing Large Language Model Systems at the Repository Scale.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers RES-Q: Evaluating Code-Editing Large Language Model Systems at the Repository Scale

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.087046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d882d0f9-6223-47b4-b968-b3151bf73c0e · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.091758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eb62f63-07a0-4a7f-93bd-fbf911f540e5 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.115581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a37b8375-e042-42b5-8976-b0b577e4b706 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.327670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fca1d60e-6e95-4a00-b272-8a98da464e5a · outbound

This paper cites L^2GC:Lorentzian Linear Graph Convolutional Networks for Node Classification.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers L^2GC:Lorentzian Linear Graph Convolutional Networks for Node Classification

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:55:59.797276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f4ad7d3b-9ec1-42a8-9fe0-35f12b0e4d7b · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.311196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 88c6a88f-c776-4666-b381-d27d54e0998a · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.133730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b857606-c82d-4fa1-9b81-8fefdef9890e · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.284323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7b6f86cb-8f81-4841-ba6f-b844171ae1e1 · outbound

This paper cites CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.124509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b2ef764-e075-44b8-9872-c4423c9933df · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.267969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 94000ce5-f04a-4893-8c71-a513eecd6e01 · outbound

This paper cites CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.152344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c3b655f-719a-4fe6-912b-5e5036714848 · outbound

This paper cites EDoRA: Efficient Weight-Decomposed Low-Rank Adaptation via Singular Value Decomposition.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers EDoRA: Efficient Weight-Decomposed Low-Rank Adaptation via Singular Value Decomposition

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.138177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0175bb8-7d6a-4129-be9b-9867ab8c348d · outbound

This paper cites Entropy Aware Message Passing in Graph Neural Networks.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Entropy Aware Message Passing in Graph Neural Networks

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-16T05:55:59.741752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f0ec431c-220a-465f-aea5-3eb8a85938ae · outbound

This paper cites The EOS Decision and Length Extrapolation.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers The EOS Decision and Length Extrapolation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.147605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c044b3af-5d9f-4bb3-8778-458291376dac · outbound

This paper cites ChatDev: Communicative Agents for Software Development.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers ChatDev: Communicative Agents for Software Development

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.171037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36295a4c-eb88-4646-acc3-09da600168c9 · outbound

This paper cites CodeCoR: An LLM-Based Self-Reflective Multi-Agent Framework for Code Generation.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers CodeCoR: An LLM-Based Self-Reflective Multi-Agent Framework for Code Generation

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.157136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 126e8ab6-1ffb-455c-b879-95c586e8097b · outbound

This paper cites SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.161862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d40c79e1-bb72-4a2a-826b-4c3e159d0935 · outbound

This paper cites Paper, Meet Code.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Paper, Meet Code

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:56:00.239561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7cd7cb54-91e3-464e-9c21-3e283354b121 · outbound

This paper cites PaperBench: Evaluating AI's Ability to Replicate AI Research.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.189356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4177a455-dc51-4195-af55-a45cf4fcdda5 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.222875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 481bfe79-3261-4b23-bbe0-29bf45793ae5 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.180881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 547f869b-1a8c-4232-aee4-6d2afa3238a9 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.207678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 68965d2f-ffc9-428b-bef6-87ac811fd1cb · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.212181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcdea09f-6dde-4091-85d8-11b7f44c080c · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.191671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7de182d9-b457-4cfb-bb5a-05a7ac2a65d8 · outbound

This paper cites Advances in Neural Information Processing Systems 37 (2024), 66283–66304.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Advances in Neural Information Processing Systems 37 (2024), 66283–66304

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:56:00.175514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 85bc3866-041f-4da8-a521-9c3f7aa703b7 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.158411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6eae7339-6cdf-42e4-b182-d805e82118d5 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.207866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f6a45ab-7511-4149-a342-ea5819ceb8b5 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.234318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ee76517-4c4d-4748-ab32-be2dd46a1cc4 · outbound

This paper cites MinerU: An Open-Source Solution for Precise Document Content Extraction.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers MinerU: An Open-Source Solution for Precise Document Content Extraction

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.216431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5a74d96-7796-4e5c-8de9-bb60f797101f · outbound

This paper cites CodeT5+: Open Code Large Language Models for Code Understanding and Generation.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers CodeT5+: Open Code Large Language Models for Code Understanding and Generation

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.221006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a47449b8-f521-4f55-9c41-499f92517001 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.131238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e3428468-bc3d-43f7-939b-6feda041d77e · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.113607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 332212c5-fa66-4fa4-a8fa-0d799b1358ba · outbound

This paper cites CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.261519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e8ec760-94bf-43c0-b902-0d3ad9b8f8b4 · outbound

This paper cites Large Language Models Synergize with Automated Machine Learning.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Large Language Models Synergize with Automated Machine Learning

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.238959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa7f02a6-1204-4fd9-852f-a43d9abe73ca · outbound

This paper cites No More Adam: Learning Rate Scaling at Initialization is All You Need.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers No More Adam: Learning Rate Scaling at Initialization is All You Need

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.243676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53664295-a486-4463-9726-a6a3d6d6e4ec · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.247936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31c9c186-fc14-4eca-bf36-dcaf07e64c70 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-16T05:56:00.085736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a5d8e91a-a977-465f-8188-2c51972792ae · outbound

This paper cites Planning with Large Language Models for Code Generation.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Planning with Large Language Models for Code Generation

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.266178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e31589e7-caa5-4c2f-acc2-a2a6c66a8052 · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.271059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 265bc661-5688-4e7c-b49e-cec6b05177fc · outbound

This paper cites an unresolved cited work.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.275505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 948bf6b2-7906-4d0a-a5cc-c13cc91e79cf · outbound

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AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Deep Learning Based Code Generation Methods: Literature Review

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T05:55:59.257053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03e3f534-fd2e-4107-a246-78772382f4fa · outbound

This paper cites Discover Education 3, 1 (2024), 47.

AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Discover Education 3, 1 (2024), 47

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T05:56:00.570370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation 3c6c02e1-743a-4abc-baa0-89de99513b71 · inbound

Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study cites this paper.

Evaluating the Effectiveness of Large Language Models in Solving Simple Programming Tasks: A User-Centered Study AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:59:17.616841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cb5a096-53d1-41d0-bab4-71336d17ecb1 · inbound

How Far Are AI Scientists from Changing the World? cites this paper.

How Far Are AI Scientists from Changing the World? AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-06T10:55:14.878947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0d5ace7-d67d-4f45-93ea-4f8815b8b8a1 · inbound

RepLLM: Toward Automatically Reproducing Network Research Results cites this paper.

RepLLM: Toward Automatically Reproducing Network Research Results AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T15:51:54.324681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e21c4469-9bae-42e6-99dc-fb976a554e29 · inbound

SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences? cites this paper.

SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences? AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:36:03.464378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b282610b-4215-4798-b1f5-f97bd4352cc0 · inbound

NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation cites this paper.

NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:31:27.407612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation af3ce88e-afc2-4893-b170-845c417f66f7 · inbound

ASPI: Seeking Ambiguity Clarification Amplifies Prompt Injection Vulnerability in LLM Agents cites this paper.

ASPI: Seeking Ambiguity Clarification Amplifies Prompt Injection Vulnerability in LLM Agents AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-19T23:57:53.437453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ac4f6777-6314-4bb2-bc2f-93d586002f18 · inbound

From paper to benchmark: agentic, framework-based reproduction of under-specified methods in machine health intelligence cites this paper.

From paper to benchmark: agentic, framework-based reproduction of under-specified methods in machine health intelligence AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T12:23:24.670759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 15d6aef8-158f-4e9d-aabb-e34b373b79f7 · inbound

Empirical Evaluation of Large Language Models for Migration of Code Fragments to Post-Quantum Cryptography cites this paper.

Empirical Evaluation of Large Language Models for Migration of Code Fragments to Post-Quantum Cryptography AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T17:47:17.826141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.