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Paper Citation Record · LEDGER

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

As of 8 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 11 inbound Pith citation observations for arXiv:2505.16901.

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

pith.paper-citation-record.v1
2505.16901 v4

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:57:31.427751Z

measured 47 of 47 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 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T04:48:38.717945Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

36 of 36 outbound references displayed

  • verified exact1
  • verified fuzzy6
  • unresolved29
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation dfdf8b5f-cb3c-4bb4-afbc-ce8a0185477f · outbound

This paper cites CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context

Reference 4

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no resolver link, observed 2026-08-07T14:57:27.337652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:27.337652Z digest=sha256:1f13a6696152b5d34242226d0597faef6b418835d0627431ceccc6f76242d5c6

Observation 518d87a7-35e2-4978-8886-e64b953dc98d · outbound

This paper cites The Llama 3 Herd of Models.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks The Llama 3 Herd of Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:27.476661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:27.476661Z digest=sha256:97c6f8d89c274b1055f9a9706d3aff72e83d5e1d0bc0b5b2d2cc4ea7884d437c

Observation 25e5f5d4-e246-47cf-bede-43bf4c2df06d · outbound

This paper cites Complexcodeeval: A benchmark for evaluating large code models on more complex code.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Complexcodeeval: A benchmark for evaluating large code models on more complex code

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:57:33.799892Z

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.

source=pdf_text observed=2026-08-07T14:57:27.642524Z digest=sha256:fdb29345207bc1f14a06ad822f439d5da0ec629e6beb212c07ebf95bcaa9cdab

Observation 1be64b1f-8377-4f26-8de8-51b4622f8d77 · outbound

This paper cites GraphCodeBERT: Pre-training Code Representations with Data Flow.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks GraphCodeBERT: Pre-training Code Representations with Data Flow

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:27.814238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:27.814238Z digest=sha256:0b8e78fe1453563f383f300d014f1abf6dd9c8f60c1797bb9486b7f9d862c98c

Observation a569590e-b3a7-42aa-a065-05b5d965eace · outbound

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

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:28.060885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:28.060885Z digest=sha256:4dd7fcc96c6c8b9f63da721bd445af946da8b46be5591c4e6028b9aaf81eaa11

Observation 57e5935a-db08-472f-a1cc-3a7d5efbcf35 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Gaussian Error Linear Units (GELUs)

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:28.208267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:28.208267Z digest=sha256:1b514c4a1d21074fefeb157dd2e69e8e7061882dfa557fbb16b0af224a8599b9

Observation fd533ffd-ad68-482d-b2ef-e504d54c5530 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks LoRA: Low-Rank Adaptation of Large Language Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:28.471063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:28.471063Z digest=sha256:49242c1334d1298ed33d629bfd532cede2dd21e5c9c851867b40c56d0da3b1d6

Observation edc05221-6f03-4035-a117-cba733d7bae7 · outbound

This paper cites Contrastrepair: Enhancing conversation-based automated program repair via contrastive test case pairs.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Contrastrepair: Enhancing conversation-based automated program repair via contrastive test case pairs

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:28.735887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:28.735887Z digest=sha256:b7e15a2048a50d0261017f95a25e16f45cbf50c679f46205324a2771066c584d

Observation 6d1fe4ea-b08b-434f-9cde-8921aebc0a10 · outbound

This paper cites A unified debugging approach via llm-based multi-agent synergy.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks A unified debugging approach via llm-based multi-agent synergy

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:28.877236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:28.877236Z digest=sha256:e354dfceb6a33b00813ca0171a685ab3d8650c140ece7ced692ee05e5bd81676

Observation 8fb08e72-7764-4459-9cd9-6ee34fdd41b8 · outbound

This paper cites StarCoder: may the source be with you!.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks StarCoder: may the source be with you!

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:29.030315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:29.030315Z digest=sha256:90022216b89d5451856f9a50f41ca554c0898bc1e14ab59863d7ce1de25024ee

Observation 1f3e1053-e5c0-4f19-9d7b-1f09140c676f · outbound

This paper cites REPOFUSE: Repository-Level Code Completion with Fused Dual Context.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks REPOFUSE: Repository-Level Code Completion with Fused Dual Context

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:29.189942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:29.189942Z digest=sha256:c8e6e222a5485cb7feac3d7c8a83105e62c526e65d5325de5e52eb6fc0653cf4

Observation bd9e0fce-1c88-41e9-ab47-740fd2877492 · outbound

This paper cites E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:57:31.942979Z

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.

source=pdf_text observed=2026-08-07T14:57:29.299373Z digest=sha256:e2cd10d4c3e15a60ed79e82a8eed7ae9f372e35b998db134d20116a79ca46456

Observation 52060659-41cd-41c5-9dc4-716bd6624620 · outbound

This paper cites DeepSeek-V3 Technical Report.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks DeepSeek-V3 Technical Report

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:29.458086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:29.458086Z digest=sha256:c4e4150e8f7572a81e5cac9ae32b1def21a90635353d437957244658cc340cea

Observation b3360ad6-473b-4a19-9f3c-b1f53786d5a4 · outbound

This paper cites RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation

Reference 20

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unresolved
no resolver link, observed 2026-08-07T14:57:29.602227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:29.602227Z digest=sha256:27033f1feac688900ab0f34fc5b862f33b9a5e8267a3a6e558312ec82e338926

Observation 5f2151fa-c77b-4e3e-976b-aaf406747c13 · outbound

This paper cites Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:29.741975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:29.741975Z digest=sha256:1978191db0d20818551f9712a4898e6e6405b019865ced78a0db76093da5f081

Observation 553976d5-b4ce-4fc2-a885-ea31c87dc30b · outbound

This paper cites RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:29.917979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:29.917979Z digest=sha256:21286ccffee458d1a8bf9ff83f917c68bc3de28b4fcbf0bf65024638a31cd282

Observation aa93cb7b-0d05-4c90-9e57-27e010a90f35 · outbound

This paper cites Training Software Engineering Agents and Verifiers with SWE-Gym.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Training Software Engineering Agents and Verifiers with SWE-Gym

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:30.037268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:30.037268Z digest=sha256:0ac8d1492a9655dd2645728463cbee2b0b8fc7b424be28a208298233d36528e8

Observation 3ba34211-ee64-4225-9fe2-655c0e863f3e · outbound

This paper cites Introducing gemini 2.0: our new ai model for the agentic era.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Introducing gemini 2.0: our new ai model for the agentic era

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:57:33.574075Z

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.

source=pdf_text observed=2026-08-07T14:57:30.184796Z digest=sha256:ee22a96893b7de0f1a4d075df0547ee1c39c9961080b61423b8ae81e3963d966

Observation cfb0c3b1-c341-4ff5-9352-a0f4feb53bb9 · outbound

This paper cites LLoCO: Learning Long Contexts Offline.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks LLoCO: Learning Long Contexts Offline

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:30.610036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:30.610036Z digest=sha256:b1adab4861fbcfa71140a72b3e24205eccbb9c007a57a402ef5d7e3bba10e46f

Observation 98ae2f5b-80da-4579-8534-6c5286055714 · outbound

This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Agentless: Demystifying LLM-based Software Engineering Agents

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:30.851258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:30.851258Z digest=sha256:9b24928d8d3035b99c0caf6ae1bd0d7ca88168719680c95a36788dcc89b4d390

Observation d1a44c8d-d7e8-4be6-8f41-79a80aa6961e · outbound

This paper cites SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:30.950099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:30.950099Z digest=sha256:262bcbbb79793439a5ca1ad45ab3b09df2274c4f5793d48effb7e4ca13f4c606

Observation a8ec330b-7ead-4430-8b24-9ba1fc961caa · outbound

This paper cites Acwrecommender: A tool for validating actionable warnings with weak supervision.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Acwrecommender: A tool for validating actionable warnings with weak supervision

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:57:33.161605Z

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.

source=pdf_text observed=2026-08-07T14:57:31.055988Z digest=sha256:9ca95147900fcd96ab3e48df89ded7b7db92ddc2d7e0679663d6bacab334499a

Observation fdc7d558-2e65-462e-a0b0-1e47dda07754 · outbound

This paper cites Qwen2.5 Technical Report.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Qwen2.5 Technical Report

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:31.173234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:31.173234Z digest=sha256:47a3c5cc282a71dae0e073db9f29092c7d4e473bfbe569a5541808639893c925

Observation 7a5f15bb-eb73-46df-953a-a554be28d0f0 · outbound

This paper cites RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation

Reference 33

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unresolved
no resolver link, observed 2026-08-07T14:57:31.256665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:31.256665Z digest=sha256:a0422ca939bb60f9366c8facd12226573c39b194d19256e4abf20d52538c840c

Observation af0ab6a5-433c-4069-821d-0dfacd42fdd8 · outbound

This paper cites an unresolved cited work.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:57:32.999691Z

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.

source=pdf_text observed=2026-08-07T14:57:31.294659Z digest=sha256:7b7ab07c8597185fe9939a873e19deb4cecd484c5c4f95670be3a83508c28f04

Observation 24a2bec9-4730-48fc-a626-0f07762eb919 · outbound

This paper cites It includes 3,897 Java samples from 1,055 Java code repositories and 7,184 Python samples from 2,107 Python code repositories.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks It includes 3,897 Java samples from 1,055 Java code repositories and 7,184 Python samples from 2,107 Python code repositories

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:57:32.810803Z

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.

source=pdf_text observed=2026-08-07T14:57:31.366898Z digest=sha256:758d6e9cfd18740b9cc839c46dff5bfc1d5752b5dc3cab01f5912b4040e25df9

Observation e19a0787-ea15-4294-9f37-be42cd1d268e · outbound

This paper cites combined.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks combined

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:57:32.598523Z

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.

source=pdf_text observed=2026-08-07T14:57:31.427751Z digest=sha256:0559ae6d6cc0369149fd2ba77a067a154f3870b7976e21764b879779ac985861

Observation 1b370d68-80aa-4460-8b7f-70146956080f · outbound

This paper cites Assumption hierarchy for a cha call graph construction algorithm.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Assumption hierarchy for a cha call graph construction algorithm

Reference 2009

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:57:33.387819Z

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.

source=pdf_text observed=2026-08-07T14:57:30.383253Z digest=sha256:b787ff8691fc1295a790c2bd1cde87b5ec6cf2a053853a4571fb7db5835cece6

Observation b6e847fc-1de5-49c5-b390-1b80cec1a238 · outbound

This paper cites Graph transformers: A survey.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Graph transformers: A survey

Reference 2011

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unresolved
no resolver link, observed 2026-08-07T14:57:30.522947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:30.522947Z digest=sha256:95b3e025c4f3e8248eeda301ccea2889f3fd8c6cc711a39d2ec857cdec310b86

Observation 5fbaf79d-478b-4743-b222-0591c9461366 · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 2016

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unresolved
no resolver link, observed 2026-08-07T14:57:28.326967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:28.326967Z digest=sha256:9375942772e264fb558aaa86eda598aba7a6151bdf09498bd9706aec88ea58c7

Observation 555e9635-b2f2-4177-ad85-8f05eb040954 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-07T14:57:30.680034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:30.680034Z digest=sha256:775183f49fd4ce00d2be240bcacf69e1f42f4b46a760a6c67b921f0608591800

Observation 7a7d7a27-46cb-4f6e-ade4-b6244ef3b430 · outbound

This paper cites UniXcoder: Unified Cross-Modal Pre-training for Code Representation.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks UniXcoder: Unified Cross-Modal Pre-training for Code Representation

Reference 2020

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unresolved
no resolver link, observed 2026-08-07T14:57:27.940982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:27.940982Z digest=sha256:d996a30c73a964a1a1bc56aa51b3a0c101966004959843b928c6a141b373fe75

Observation 3528d7ac-c85e-4013-acdf-8d604b94686d · outbound

This paper cites Qwen2.5-Coder Technical Report.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Qwen2.5-Coder Technical Report

Reference 2021

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unresolved
no resolver link, observed 2026-08-07T14:57:28.633335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:28.633335Z digest=sha256:0cd9b394828c9bb54310f2829c57f24f71d8f9f9d91fe53cb52361f95a3765dd

Observation 91217267-38e5-46e7-be07-e26fd70460e8 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Evaluating Large Language Models Trained on Code

Reference 2022

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unresolved
no resolver link, observed 2026-08-07T14:57:27.133087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:27.133087Z digest=sha256:10a075a5904ddd5271148dcf682167caa6294e9aaf11c2e4a6d0c5ffba7e0e9d

Observation da9afbbf-57f1-4b03-ba64-c9b77513fe37 · outbound

This paper cites R2C2-Coder: Enhancing and Benchmarking Real-world Repository-level Code Completion Abilities of Code Large Language Models.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks R2C2-Coder: Enhancing and Benchmarking Real-world Repository-level Code Completion Abilities of Code Large Language Models

Reference 2023

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unresolved
no resolver link, observed 2026-08-07T14:57:27.233506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:27.233506Z digest=sha256:013d0d7aa5129ce1d29ef2cc37391e0077fcbfb1f9152743104624c0c97455ee

Observation 05deaee8-f4ba-41a1-a5b3-51dcd7dbb6b3 · outbound

This paper cites SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement.

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement

Reference 2024

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no resolver link, observed 2026-08-07T14:57:27.037613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:27.037613Z digest=sha256:466870cfbd08564338cef83b7099a7286257db6145ed30ece46665a9cc74e73b

Pith citing papers

Observation 33d8332e-ad8f-40c2-a52f-3a8cd25c77dc · inbound

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion cites this paper.

GRACE: Graph-Guided Repository-Aware Code Completion through Hierarchical Code Fusion Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

Reference 2025

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unresolved
no resolver link, observed 2026-08-05T04:48:38.717945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T04:48:38.717945Z digest=sha256:3ccb6f01df0d2625af0367c79b3de332f54e508c081c83ef595de92b326e4ff7

Observation fdb06341-7f74-4e74-bd08-d7002b5344f6 · inbound

Process-Centric Analysis of Agentic Software Systems cites this paper.

Process-Centric Analysis of Agentic Software Systems Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

Reference 48

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verified exact
arxiv_id, observed 2026-05-17T03:18:57.287853Z

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.

source=pdf_text observed=2026-05-17T03:14:15.095330Z digest=sha256:d6d2c12e043696642fde511a73af255e61620262964771b753b057b8a787da96

Observation 9326325b-bcb1-4a58-8806-eda2e8f56eaf · inbound

SWE-AGILE: A Software Agent Framework for Efficiently Managing Dynamic Reasoning Context cites this paper.

SWE-AGILE: A Software Agent Framework for Efficiently Managing Dynamic Reasoning Context Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

Reference 6

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verified exact
arxiv_id, observed 2026-05-11T11:01:19.542957Z

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.

source=pdf_text observed=2026-05-10T15:10:55.557580Z digest=sha256:2f805f34c2cd5d8c5c050477c0bfc2c4afdc8b432d7c1cb8d60df708da82eacd

Observation a654f4aa-7f60-426f-9989-4ebb4ca5b5fe · inbound

Integrating Graphs, Large Language Models, and Agents: Reasoning and Retrieval cites this paper.

Integrating Graphs, Large Language Models, and Agents: Reasoning and Retrieval Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

Reference 9

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verified exact
arxiv_id, observed 2026-05-10T09:13:30.381588Z

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.

source=pdf_text observed=2026-05-10T09:08:48.468564Z digest=sha256:92d9ac31d31b655361dc3ce363aefb749a2c1ffe9200c2f4288612ba19d5cd3f

Observation 10d4e54b-4e8f-45db-a33d-2932a3730164 · inbound

DiagramBank: A Large-scale Dataset of Diagram Design Exemplars with Paper Metadata for Retrieval-Augmented Generation cites this paper.

DiagramBank: A Large-scale Dataset of Diagram Design Exemplars with Paper Metadata for Retrieval-Augmented Generation Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

Reference 23

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verified exact
arxiv_id, observed 2026-05-15T18:51:30.557614Z

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.

source=pdf_text observed=2026-05-15T18:50:18.746038Z digest=sha256:893d00adc8ab2ddbe1f296c5fb54ac596678dd9b1176c30f7340cea53678c29e

Observation 1c8e05b4-1525-4721-a0ec-a9ef692c0664 · inbound

Position: How can Graphs Help Large Language Models? cites this paper.

Position: How can Graphs Help Large Language Models? Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

Reference 102

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verified exact
arxiv_id, observed 2026-05-09T06:10:42.996431Z

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.

source=pdf_text observed=2026-05-08T18:48:03.257015Z digest=sha256:04c655848fbaa7ae2d229844f7af36340b615350ee5eaf3949c63e2563e8ab54

Observation e66e077d-d5af-4d37-9c27-61690bc97823 · inbound

Deep Graph-Language Fusion for Structure-Aware Code Generation cites this paper.

Deep Graph-Language Fusion for Structure-Aware Code Generation Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

Reference 23

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verified exact
arxiv_id, observed 2026-05-09T05:40:27.426376Z

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.

source=pdf_text observed=2026-05-07T15:52:59.577511Z digest=sha256:d41ad63ab8c9821a3cae9829015f41f638e6d1ee1bb7fef9b124b16a5884e6c8

Observation e84c7dde-17a9-4f6b-90d1-b4394b142d0a · inbound

Code as Agent Harness cites this paper.

Code as Agent Harness Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

Reference 152

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verified exact
arxiv_id, observed 2026-05-20T10:58:14.571652Z

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.

source=pdf_text observed=2026-05-20T10:54:54.558241Z digest=sha256:71e6e9f10ca63e8c3ead127d87beb120e2d488024c63e35948a367a061a508df

Observation 5ea8abe6-c71f-4c74-bd43-94a13a3e88fe · inbound

Code Isn't Memory: A Structural Codebase Index Inside a Coding Agent cites this paper.

Code Isn't Memory: A Structural Codebase Index Inside a Coding Agent Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-07-04T08:49:41.787892Z

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.

source=pdf_text observed=2026-06-26T10:59:52.756992Z digest=sha256:1dc31ccb880a14162be7abbcbc091ef4fe934a19b31c4df7aa9bc7fa7a568023

Observation d0d7d026-ce6f-4ae6-a271-11a81a546ce2 · inbound

WebDesignIter: Co-Evolving Design Knowledge for Repository-Level Front-End Code Generation cites this paper.

WebDesignIter: Co-Evolving Design Knowledge for Repository-Level Front-End Code Generation Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

Reference 31

Resolution
unresolved
no resolver link, observed 2026-07-14T10:25:48.783165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T10:25:48.783165Z digest=sha256:649f5341f331deae8bee7f04212e9a689a84fbb614c52dfec4d288327ac9697c

Observation 2e20222e-9191-48bf-9870-c0b62c0d000f · inbound

Enhancing SLMs for Sustainable Code Optimization in Radio-Astronomy cites this paper.

Enhancing SLMs for Sustainable Code Optimization in Radio-Astronomy Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks

Reference 2

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unresolved
no resolver link, observed 2026-08-01T08:18:26.387175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:18:26.387175Z digest=sha256:9b29d2de58946a9fec796d145b1118a1abee9e79ead98f7f2e098a164d6b6ce4