Paper Citation Record · LEDGER

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment

As of 9 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 3 inbound Pith citation observations for arXiv:2509.01354.

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

pith.paper-citation-record.v1
2509.01354 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:40:42.773283Z

measured 32 of 32 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T05:44:33.434389Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T05:45:05.803979Z

Reference resolution

29 of 29 outbound references displayed

verified exact1
verified fuzzy0
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a43c4ddd-9496-43b3-8ea1-a61d7d431eb8 · outbound

This paper cites GPT-4 Technical Report.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:40.514222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68ac4e61-f5cf-49aa-b53d-47a68d0f6821 · outbound

This paper cites Qwen Technical Report.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Qwen Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:40.607657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d271faae-43e3-4fb7-a5ee-a885dfcae0fc · outbound

This paper cites DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:40.703960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea7216e9-cdd6-4589-b5d9-9d7fe7b7d64d · outbound

This paper cites HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:40.761554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08e2cb9e-b05b-4dfb-961f-fac904075c85 · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:40.850850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff6330b1-3e2a-42c9-b6fd-815b4cafb231 · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:40:44.750409Z

Source-reported events for the cited work

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

Observation 1c1d8b2f-c33a-400d-89ee-a9af337cf6c6 · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:40:44.605843Z

Source-reported events for the cited work

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

Observation 97dae952-fa35-4665-8f99-7023f6360440 · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:41.139810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af1f12f7-585b-447e-b8d2-f888e9ea8ed2 · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:40:44.465312Z

Source-reported events for the cited work

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

Observation 42c9a92c-7ec6-4e13-a6d9-717f79cacef9 · outbound

This paper cites MING-MOE: Enhancing Medical Multi-Task Learning in Large Language Models with Sparse Mixture of Low-Rank Adapter Experts.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment MING-MOE: Enhancing Medical Multi-Task Learning in Large Language Models with Sparse Mixture of Low-Rank Adapter Experts

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:41.241352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bc00540-6abe-487e-9bc6-bb05c2cdcf0a · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:40:44.324985Z

Source-reported events for the cited work

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

Observation 06fe8f15-555a-4db2-967a-914e66650e24 · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:41.431457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 380acfa2-aa9b-4824-9506-3d1f48095705 · outbound

This paper cites Decoupled Weight Decay Regularization.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Decoupled Weight Decay Regularization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:41.507763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5187e1f8-7a1d-471e-8fc6-2d7b2144e3fd · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:41.610814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43a1b38f-4947-4442-8b98-7531f3410ba7 · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:40:44.181853Z

Source-reported events for the cited work

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

Observation 8d9ab815-da7a-4106-8306-b8aa7b647baf · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:40:44.008559Z

Source-reported events for the cited work

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

Observation 15f80122-6909-44d6-9ebe-55de9d547f10 · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:41.879968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 955f364d-b8cc-4648-a977-e3d9e2c2bf5c · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:40:43.862562Z

Source-reported events for the cited work

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

Observation 05bcbaa8-4e5f-419c-9840-af47d40d7eb8 · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:40:43.707993Z

Source-reported events for the cited work

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

Observation 74242d87-3ad8-42ec-a9fe-a421f67065f6 · outbound

This paper cites DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:42.118106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da42e193-5223-4a13-8af2-406275d3575b · outbound

This paper cites Baichuan 2: Open Large-scale Language Models.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Baichuan 2: Open Large-scale Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:42.192216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13c8269c-23c7-4052-825d-cb5f7a571156 · outbound

This paper cites Qwen2 Technical Report.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Qwen2 Technical Report

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:42.248743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02bf9e58-55c5-4003-8c10-51696a72032c · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-05T12:40:42.949725Z

Source-reported events for the cited work

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

Observation 8bb3be24-1536-4b78-8f04-66d2e9fabdf9 · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:40:43.524224Z

Source-reported events for the cited work

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

Observation e5ec7366-765d-4ab4-8620-8efaeb1c4564 · outbound

This paper cites A Survey of Large Language Models.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment A Survey of Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:42.499243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 549a7c25-da06-4331-9c87-03887b5f7dfc · outbound

This paper cites an unresolved cited work.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:40:43.360895Z

Source-reported events for the cited work

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

Observation 3081d270-30b3-46c8-82f9-bd9e7156113f · outbound

This paper cites LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:42.670264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aebbda3d-d5e2-4c8c-af16-3c22c4210a1a · outbound

This paper cites online" 'onlinestring :=.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment online" 'onlinestring :=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:42.717125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffe647e3-d5b9-4aab-85de-f59c7ec52b2c · outbound

This paper cites write newline.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment write newline

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:42.773283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 16d830ca-feda-48e7-9704-24a0b1ae3458 · inbound

MemPrivacy: Privacy-Preserving Personalized Memory Management for Edge-Cloud Agents cites this paper.

MemPrivacy: Privacy-Preserving Personalized Memory Management for Edge-Cloud Agents DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:36:27.447482Z

Source-reported events for the cited work

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

Observation 67310be7-067b-4657-8864-5b532af0f688 · inbound

MemPrivacy: Privacy-Preserving Personalized Memory Management for Edge-Cloud Agents cites this paper.

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:27:30.116479Z

Source-reported events for the cited work

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

Observation fa2a62f9-a4e3-4539-912a-e536a84c69d7 · inbound

MemPrivacy: Privacy-Preserving Personalized Memory Management for Edge-Cloud Agents cites this paper.

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:45:05.808014Z

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.