Paper Citation Record · LEDGER

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration

As of 15 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 4 inbound Pith citation observations for arXiv:2501.11388.

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

pith.paper-citation-record.v1
2501.11388 v1

Coverage vector

measured 71 of 71 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:24:28.175897Z

measured 75 of 75 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 2026-08-07T15:09:13.776945Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T13:29:15.814977Z

Reference resolution

71 of 71 outbound references displayed

verified exact3
verified fuzzy50
unresolved17
parse uncertain0
malformed identifier1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 152e3050-ef28-412e-aa1c-59c10433ebfc · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Communication-efficient learning of deep networks from decentralized data,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.557610Z

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 080dd157-ef22-47ef-bd5f-a2d8da6ab30b · outbound

This paper cites Applied Federated Learning: Improving Google Keyboard Query Suggestions.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Applied Federated Learning: Improving Google Keyboard Query Suggestions

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T18:24:27.835628Z

Source-reported events for the cited work

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Observation 3b88fb95-8d78-4d22-9690-30342311269a · outbound

This paper cites Health insurance portability and accountability act of 1996,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Health insurance portability and accountability act of 1996,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.540702Z

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 01c01d45-61d1-402f-8caf-277fb0b3fb94 · outbound

This paper cites The eu general data protection regu- lation (gdpr),.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration The eu general data protection regu- lation (gdpr),

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T18:24:27.846024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4932b2e-6aeb-4887-9d2a-837bd9051c5f · outbound

This paper cites Vertical federated knowledge transfer via representation distillation for healthcare collaboration networks,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Vertical federated knowledge transfer via representation distillation for healthcare collaboration networks,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.512560Z

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 4470e39f-7240-4191-8c68-a547f7e52379 · outbound

This paper cites Federated multi-view learning for private medical data integration and analysis,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Federated multi-view learning for private medical data integration and analysis,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.496952Z

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 6b22bf9f-45fb-4cea-8488-a2f563ba07b4 · outbound

This paper cites FATE: an industrial grade platform for collaborative learning with data protection,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration FATE: an industrial grade platform for collaborative learning with data protection,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.480937Z

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 8e647046-f87b-47f5-8156-fd922f34f1d8 · outbound

This paper cites Improving availability of vertical federated learning: Relaxing inference on non-overlapping data,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Improving availability of vertical federated learning: Relaxing inference on non-overlapping data,

Reference 8

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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 3c411987-1706-48e1-ab72-67e56d70349f · outbound

This paper cites Fedcvt: Semi-supervised vertical federated learning with cross-view training,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Fedcvt: Semi-supervised vertical federated learning with cross-view training,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.465296Z

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 a4ad3d7f-da9e-431a-81a1-d9e7bf4f86c4 · outbound

This paper cites A hybrid self-supervised learning framework for vertical federated learning,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration A hybrid self-supervised learning framework for vertical federated learning,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.449010Z

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 945541db-a6be-4979-ad4a-4c9c4821a832 · outbound

This paper cites A secure federated transfer learning framework,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration A secure federated transfer learning framework,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.432737Z

Source-reported events for the cited work

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Observation 97ff155b-407e-4e78-a47d-7f58721835be · outbound

This paper cites Domain adaptation in small-scale and heterogeneous biological datasets,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Domain adaptation in small-scale and heterogeneous biological datasets,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.417295Z

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 c1895fb9-0d32-4254-b02c-bbde8f930a2b · outbound

This paper cites Jointly modeling label and feature heterogeneity in medical informatics,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Jointly modeling label and feature heterogeneity in medical informatics,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.401225Z

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 427da9b6-6764-4023-bc8a-a60782f5b7ea · outbound

This paper cites Multi-class heteroge- neous domain adaptation,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Multi-class heteroge- neous domain adaptation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.385599Z

Source-reported events for the cited work

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Observation fc59d6af-a729-4d51-8071-53a355138d5c · outbound

This paper cites Heterogeneous domain adaptation with adversarial neural representation learning: Ex- periments on e-commerce and cybersecurity,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Heterogeneous domain adaptation with adversarial neural representation learning: Ex- periments on e-commerce and cybersecurity,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.370607Z

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 5cf6e293-81ed-4309-b645-b751c8d68f7c · outbound

This paper cites Vessel contour detection in intracoronary images via bilateral cross-domain adaptation,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Vessel contour detection in intracoronary images via bilateral cross-domain adaptation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.355092Z

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 427fdd45-d258-4e73-889d-2b77d7c60acb · outbound

This paper cites Fairdomain: Achieving fairness in cross-domain medical image segmentation and classification,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Fairdomain: Achieving fairness in cross-domain medical image segmentation and classification,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.339555Z

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 e30a1155-089f-49f5-a7c9-a40c59531f53 · outbound

This paper cites A review of domain adaptation without target labels,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration A review of domain adaptation without target labels,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.324416Z

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 170d6d5a-73e2-4c54-84e0-e136f9642fc1 · outbound

This paper cites Semi-supervised domain adaptation with source label adaptation,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Semi-supervised domain adaptation with source label adaptation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.309292Z

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 6b8470e4-df9c-46e1-924c-9aaa28316429 · outbound

This paper cites Domain adaptation for time series under feature and label shifts,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Domain adaptation for time series under feature and label shifts,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.294020Z

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 bd9e7719-525a-4dbc-a116-c2c9818ec383 · outbound

This paper cites Importance weight estimation and generalization in domain adaptation under label shift,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Importance weight estimation and generalization in domain adaptation under label shift,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.278395Z

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 dad7fbb4-0c0d-4f10-b8ce-3a55170f5578 · outbound

This paper cites Delving into local features for open-set domain adaptation in fundus image analysis,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Delving into local features for open-set domain adaptation in fundus image analysis,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.262609Z

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 547aaabb-7f23-47e4-85ca-158fed67d25b · outbound

This paper cites SODA: detecting COVID-19 in chest x-rays with semi-supervised open set domain adaptation,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration SODA: detecting COVID-19 in chest x-rays with semi-supervised open set domain adaptation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.246294Z

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 1a21561f-1947-40ce-ac94-906ed06d658b · outbound

This paper cites A privacy-preserving cross-domain healthcare wearables recommendation algorithm based on domain-dependent and domain-independent feature fusion,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration A privacy-preserving cross-domain healthcare wearables recommendation algorithm based on domain-dependent and domain-independent feature fusion,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.230163Z

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 b6d9b8d1-7ebf-44ed-a03f-f7089607b413 · outbound

This paper cites Domain adapted brain network fusion captures variance related to pubertal brain development and mental health,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Domain adapted brain network fusion captures variance related to pubertal brain development and mental health,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.213221Z

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 c54e6436-b087-4183-9cf1-c958e9f2abb4 · outbound

This paper cites Practical lossless federated singular vector decomposition over billion-scale data,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Practical lossless federated singular vector decomposition over billion-scale data,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T18:24:27.960197Z

Source-reported events for the cited work

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Observation e3fa673d-8bd8-47f4-8255-b1e425b216ee · outbound

This paper cites ELXGB: an efficient and privacy-preserving xgboost for vertical federated learn- ing,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration ELXGB: an efficient and privacy-preserving xgboost for vertical federated learn- ing,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.196419Z

Source-reported events for the cited work

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Observation bc180a70-6f8f-4894-b245-2854ca3f5d82 · outbound

This paper cites Vertical federated density peaks clustering under nonlinear mapping,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Vertical federated density peaks clustering under nonlinear mapping,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.179910Z

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Observation fdede363-0eea-46bd-a5af-255a44f0b844 · outbound

This paper cites Vertical federated learning: Concepts, advances, and challenges,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Vertical federated learning: Concepts, advances, and challenges,

Reference 29

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Observation cb55a036-a914-4fdc-b4ee-46189c61224e · outbound

This paper cites RFDG: reinforcement fed- erated domain generalization,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration RFDG: reinforcement fed- erated domain generalization,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.163344Z

Source-reported events for the cited work

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Observation 30cd2bd7-b5c9-4d24-abb9-042c6f0bcdfd · outbound

This paper cites Collaborative semantic aggregation and calibration for federated domain generaliza- tion,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Collaborative semantic aggregation and calibration for federated domain generaliza- tion,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.146542Z

Source-reported events for the cited work

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Observation 7c6401b4-81ff-4527-880d-2aead264f6eb · outbound

This paper cites Robust and communication-efficient federated domain adaptation via random features,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Robust and communication-efficient federated domain adaptation via random features,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.128432Z

Source-reported events for the cited work

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Observation 6f36161d-7f35-4bd4-bdd8-9f90811e6964 · outbound

This paper cites Privacy- preserving federated adversarial domain adaptation over feature groups for interpretability,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Privacy- preserving federated adversarial domain adaptation over feature groups for interpretability,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.111979Z

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Observation 38df97b3-75dc-4a0e-86ca-daef25f9e302 · outbound

This paper cites Cross-modal vertical federated learning for MRI reconstruction,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Cross-modal vertical federated learning for MRI reconstruction,

Reference 34

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Observation 73078d4e-e614-4b1a-b538-ee65e8b5a2a1 · outbound

This paper cites ADI: adversarial dominating inputs in vertical federated learning systems,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration ADI: adversarial dominating inputs in vertical federated learning systems,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.080168Z

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Observation daa7be28-99bd-4ab0-96fb-ad76369c4931 · outbound

This paper cites Scaling private set intersection to billion-element sets,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Scaling private set intersection to billion-element sets,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.064212Z

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Observation c7044af1-c596-44fe-8199-91bb0c982700 · outbound

This paper cites Xgboost: A scalable tree boosting system,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Xgboost: A scalable tree boosting system,

Reference 37

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Observation dbb31fcd-0a6a-4dcd-b346-f2f7c4ab8ae2 · outbound

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UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Very deep convolutional networks for large-scale image recognition,

Reference 38

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Observation 77b499e4-4b11-4d2f-b4e8-584f15e3e85f · outbound

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UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Private traits and attributes are predictable from digital records of human behavior,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.037535Z

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Observation 2bd5d1b2-ddd4-4cbd-8dc8-34a12cb95d6d · outbound

This paper cites Vertical Federated Principal Component Analysis and Its Kernel Extension on Feature-wise Distributed Data.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Vertical Federated Principal Component Analysis and Its Kernel Extension on Feature-wise Distributed Data

Reference 40

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Observation b666f0e1-bd56-46bd-9880-181e39980651 · outbound

This paper cites Federated machine learning: Concept and applications,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Federated machine learning: Concept and applications,

Reference 41

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This paper cites Saad, Numerical methods for large eigenvalue problems: revised edition.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Saad, Numerical methods for large eigenvalue problems: revised edition

Reference 42

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Source-reported events for the cited work

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Observation 4a244c6f-1560-4c00-8966-0ae787edede8 · outbound

This paper cites Attention is all you need,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Attention is all you need,

Reference 43

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Source-reported events for the cited work

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Observation 5eefd7e7-0099-4ddd-bc41-012d5402eae3 · outbound

This paper cites Cdtrans: Cross- domain transformer for unsupervised domain adaptation,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Cdtrans: Cross- domain transformer for unsupervised domain adaptation,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:29.011609Z

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Observation ebda0196-2eb6-439f-a9ef-2673a649ac34 · outbound

This paper cites Multilevel attention network with semi- supervised domain adaptation for drug-target prediction,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Multilevel attention network with semi- supervised domain adaptation for drug-target prediction,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.996029Z

Source-reported events for the cited work

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Observation 60841af7-d3e8-445a-8f79-b335279201ec · outbound

This paper cites Attention diversification for domain generalization,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Attention diversification for domain generalization,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.980072Z

Source-reported events for the cited work

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Observation 308dc197-e923-458e-92a8-d47076c287ee · outbound

This paper cites Domain gener- alization: A survey,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Domain gener- alization: A survey,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.964944Z

Source-reported events for the cited work

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This paper cites Mutual information neural estimation,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Mutual information neural estimation,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.947714Z

Source-reported events for the cited work

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Observation a461a644-c0fe-44ce-90bd-84d47945699d · outbound

This paper cites Mimic-iii, a freely accessible critical care database,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Mimic-iii, a freely accessible critical care database,

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T18:24:28.087504Z

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Observation 50fd6dfd-53dc-486f-94fb-215c341e65fd · outbound

This paper cites Cardiovascular disease dataset,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Cardiovascular disease dataset,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.931249Z

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 d6c0e6a8-6ace-493c-96e9-7d87f93a55d2 · outbound

This paper cites The cancer genome atlas pan-cancer analysis project,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration The cancer genome atlas pan-cancer analysis project,

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T18:24:28.097536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a2b28d8-8096-4266-8865-874fc2b85ad6 · outbound

This paper cites Heart attack risk prediction dataset,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Heart attack risk prediction dataset,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.914979Z

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 263fa625-669a-4383-b1f6-88804fbd5599 · outbound

This paper cites Prediction of sepsis (sepsis),.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Prediction of sepsis (sepsis),

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.898053Z

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 ebd30647-bab2-4592-acdb-5db2b9ce5a8f · outbound

This paper cites Leukemia classification,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Leukemia classification,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.880986Z

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 14b18dcf-3924-4e67-8fb0-d294d4fb3389 · outbound

This paper cites Chest x-ray images (pneumonia),.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Chest x-ray images (pneumonia),

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.863629Z

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 4ce2ff6d-a536-463f-b4b7-bf50bd9f20b0 · outbound

This paper cites Collaborative federated learning for healthcare: Multi-modal COVID- 19 diagnosis at the edge,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Collaborative federated learning for healthcare: Multi-modal COVID- 19 diagnosis at the edge,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.844701Z

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

Observation 7c5b9e11-a21d-4fa4-9008-5c9e2ef68b0c · outbound

This paper cites FLOP: federated learning on medical datasets using partial networks,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration FLOP: federated learning on medical datasets using partial networks,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.827605Z

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 ac684da6-d6f5-47d0-8bd8-52a6894694f6 · outbound

This paper cites LE- UDA: label-efficient unsupervised domain adaptation for medical image segmentation,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration LE- UDA: label-efficient unsupervised domain adaptation for medical image segmentation,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.811025Z

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 f1bf0cb0-717c-4374-aa5b-3cb13c5365b7 · outbound

This paper cites Unsupervised bidirectional cross-modality adaptation via deeply synergistic image and feature alignment for medical image segmentation,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Unsupervised bidirectional cross-modality adaptation via deeply synergistic image and feature alignment for medical image segmentation,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.793431Z

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 1f1d39cb-c858-4852-a6b6-e392d8c8b838 · outbound

This paper cites A secure federated transfer learning framework,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration A secure federated transfer learning framework,

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-10T18:24:28.142311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b95ff56d-28d0-4237-8379-ac0c3a944896 · outbound

This paper cites Adam: A method for stochastic optimiza- tion,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Adam: A method for stochastic optimiza- tion,

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-10T18:24:28.147079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33864d56-ec97-4f90-a206-3b445959c18b · outbound

This paper cites Auto-Encoding Variational Bayes.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Auto-Encoding Variational Bayes

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T18:24:28.151656Z

Source-reported events for the cited work

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Observation a3e8c2c6-fe01-4a08-851e-dc8b042e2587 · outbound

This paper cites Wasserstein auto-encoders,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Wasserstein auto-encoders,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.767353Z

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 b3b47106-c559-43a5-a1bb-043431b3a8c5 · outbound

This paper cites The signature-based model for early detection of sepsis from electronic health records in the intensive care unit,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration The signature-based model for early detection of sepsis from electronic health records in the intensive care unit,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.751393Z

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 06c936a1-27d7-410b-a672-08f2eeb19a7f · outbound

This paper cites An Introduction to Convolutional Neural Networks.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration An Introduction to Convolutional Neural Networks

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-10T18:24:28.166345Z

Source-reported events for the cited work

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Observation 6e9308df-c13d-4dba-bc02-f97c508f480a · outbound

This paper cites A short introduction to boosting,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration A short introduction to boosting,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.735308Z

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 d4d9d0a1-2a19-48c5-90f8-bb61d047c8b0 · outbound

This paper cites Tabnet: Attentive interpretable tabular learning,.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Tabnet: Attentive interpretable tabular learning,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:24:28.718822Z

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 b627a0c3-a067-4a5b-9e86-8dcfdda3af4f · outbound

This paper cites Available: https://doi.org/10.1073/pnas.1218772110.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Available: https://doi.org/10.1073/pnas.1218772110

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-10T18:24:28.036015Z

Source-reported events for the cited work

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Observation 40023e62-a3a5-4f22-b4da-c72f75a61fe7 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-10T18:24:28.025734Z

Source-reported events for the cited work

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Observation 8d02d2a1-0645-4c11-9081-9c09819d4f6b · outbound

This paper cites Available: https://doi.org/10.1145/3510031.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Available: https://doi.org/10.1145/3510031

Reference 2022

Resolution: verified exact; doi, observed 2026-08-10T18:24:28.308096Z

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 6c29acbb-81aa-420b-96f8-116bda2fbd14 · outbound

This paper cites an unresolved cited work.

UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration Unresolved cited work

Reference 8437

Resolution: unresolved; no resolver link, observed 2026-08-10T18:24:28.011764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 02fa7a53-a83e-4efa-8c74-71f89862cb5b · inbound

Efficient Prototype Consistency Learning in Medical Image Segmentation via Joint Uncertainty and Data Augmentation cites this paper.

Efficient Prototype Consistency Learning in Medical Image Segmentation via Joint Uncertainty and Data Augmentation UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T15:09:13.776945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e181a38-a2d4-4e89-9bd2-f03c6b8d29e1 · inbound

Co-Evidential Fusion with Information Volume for Medical Image Segmentation cites this paper.

Co-Evidential Fusion with Information Volume for Medical Image Segmentation UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:29:55.141476Z

Source-reported events for the cited work

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Observation 5890f9e3-049d-4d15-bd3d-d483dfbf87e8 · inbound

Complementarity-driven Representation Learning for Multi-modal Knowledge Graph Completion cites this paper.

Complementarity-driven Representation Learning for Multi-modal Knowledge Graph Completion UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T13:29:58.297160Z

Source-reported events for the cited work

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Observation c1f0f00c-1c43-41a1-85de-63d3afc9b6bd · inbound

Adaptive Fuzzy Time Series Forecasting via Partially Asymmetric Convolution and Sub-Sliding Window Fusion cites this paper.

Adaptive Fuzzy Time Series Forecasting via Partially Asymmetric Convolution and Sub-Sliding Window Fusion UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-08-06T13:29:15.824437Z

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.