Paper Citation Record · LEDGER

On Finetuning Tabular Foundation Models

As of 8 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 7 inbound Pith citation observations for arXiv:2506.08982.

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

pith.paper-citation-record.v1
2506.08982 v2

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:01:16.738843Z

measured 27 of 27 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:47:53.890757Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T17:30:00.735970Z

Reference resolution

20 of 20 outbound references displayed

verified exact0
verified fuzzy6
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 038998ab-bf2c-4e01-9ed0-9f077df47d8b · outbound

This paper cites den Breejen, F., Bae, S., Cha, S., Kim, T.-Y ., Koh, S.

On Finetuning Tabular Foundation Models den Breejen, F., Bae, S., Cha, S., Kim, T.-Y ., Koh, S

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:18.127395Z

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 e9693b6a-53d1-4740-9735-9b335efbef68 · outbound

This paper cites and Ruder, S.

On Finetuning Tabular Foundation Models and Ruder, S

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:17.997064Z

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 7d5e08d6-9ec8-44a6-b176-01c9adf00ded · outbound

This paper cites an unresolved cited work.

On Finetuning Tabular Foundation Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:01:17.696169Z

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 82c21601-189e-4b3c-a7dd-618b825cc706 · outbound

This paper cites Prokhorenkova, L., Gusev, G., V orobev, A., Dorogush, A.

On Finetuning Tabular Foundation Models Prokhorenkova, L., Gusev, G., V orobev, A., Dorogush, A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:17.478489Z

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 7eadd182-4a60-4b3e-a333-f73ccd4e6b08 · outbound

This paper cites Revisiting Pretraining Objectives for Tabular Deep Learning.

On Finetuning Tabular Foundation Models Revisiting Pretraining Objectives for Tabular Deep Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:16.355836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45d5a59e-d1ec-4d1c-90f0-38809e222c62 · outbound

This paper cites Retrieval & Fine-Tuning for In-Context Tabular Models.

On Finetuning Tabular Foundation Models Retrieval & Fine-Tuning for In-Context Tabular Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:16.422966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf966524-9fca-41af-88b4-c9ca5f2b721e · outbound

This paper cites Mixture of In-Context Prompters for Tabular PFNs.

On Finetuning Tabular Foundation Models Mixture of In-Context Prompters for Tabular PFNs

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:16.456087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f683dc8e-a48c-40b3-8056-89fd414fe3f3 · outbound

This paper cites Revisiting Nearest Neighbor for Tabular Data: A Deep Tabular Baseline Two Decades Later.

On Finetuning Tabular Foundation Models Revisiting Nearest Neighbor for Tabular Data: A Deep Tabular Baseline Two Decades Later

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:16.500496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f115ec4-e37f-4ab5-a86f-5bb7366ed90c · outbound

This paper cites Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning.

On Finetuning Tabular Foundation Models Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:16.555087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aad260e-c68a-4091-bd78-c3bcd3b42f09 · outbound

This paper cites To run it one must also obtain the TabPFNv2 checkpoints from hf.co/Prior-Labs.

On Finetuning Tabular Foundation Models To run it one must also obtain the TabPFNv2 checkpoints from hf.co/Prior-Labs

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:17.270008Z

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 413abd8b-232c-45e3-a0c5-28a335715d74 · outbound

This paper cites A more thorough analysis of such cases is reserved for future work.

On Finetuning Tabular Foundation Models A more thorough analysis of such cases is reserved for future work

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:17.116217Z

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 1e841f17-8975-471c-9d92-fcf7c9f86f23 · outbound

This paper cites Big transfer (bit): General visual representation learning.

On Finetuning Tabular Foundation Models Big transfer (bit): General visual representation learning

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:01:17.844400Z

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 e89a21c1-d573-444f-834f-c3a00111c2ab · outbound

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

On Finetuning Tabular Foundation Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:16.011402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f445a64e-2342-4e4c-9bff-e5a180c3adb4 · outbound

This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

On Finetuning Tabular Foundation Models The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:16.129556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e095396-bfff-4435-96cc-6e05062d2135 · outbound

This paper cites What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning.

On Finetuning Tabular Foundation Models What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:16.092844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c914df49-5887-444a-b602-0fd9b0e6381b · outbound

This paper cites PaliGemma: A versatile 3B VLM for transfer.

On Finetuning Tabular Foundation Models PaliGemma: A versatile 3B VLM for transfer

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:15.755481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60ef153e-f65d-4310-9154-839ef74eb1b6 · outbound

This paper cites In-Context Data Distillation with TabPFN.

On Finetuning Tabular Foundation Models In-Context Data Distillation with TabPFN

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:16.239003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00fd822f-25ad-408e-8f81-8c96a9b0c739 · outbound

This paper cites TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks.

On Finetuning Tabular Foundation Models TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:15.917513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 786f7d78-df5c-4e7f-919b-ca7a31e24369 · outbound

This paper cites D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al.

On Finetuning Tabular Foundation Models D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., et al

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:15.790788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d180baa-2d8b-4f52-bccf-26d36e070ebc · outbound

This paper cites SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training.

On Finetuning Tabular Foundation Models SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T05:01:16.394064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5bbcab51-ff8b-4164-95df-475751516003 · inbound

Turning Tabular Foundation Models into Graph Foundation Models cites this paper.

Turning Tabular Foundation Models into Graph Foundation Models On Finetuning Tabular Foundation Models

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-05T14:47:53.890757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d01ca53b-7331-46b8-8256-8a96b94edddf · inbound

Talking Trees: Reasoning-Assisted Induction of Decision Trees for Tabular Data cites this paper.

Talking Trees: Reasoning-Assisted Induction of Decision Trees for Tabular Data On Finetuning Tabular Foundation Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-21T22:05:41.535846Z

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 e3384382-8d30-47ed-9dce-fdd26931512b · inbound

TFM-Retouche: A Lightweight Input-Space Adapter for Tabular Foundation Models cites this paper.

TFM-Retouche: A Lightweight Input-Space Adapter for Tabular Foundation Models On Finetuning Tabular Foundation Models

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:46:08.351343Z

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 1159d0c2-8589-4cff-8ae1-2aa92d526b2d · inbound

TFM-Retouche: A Lightweight Input-Space Adapter for Tabular Foundation Models cites this paper.

TFM-Retouche: A Lightweight Input-Space Adapter for Tabular Foundation Models On Finetuning Tabular Foundation Models

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:56:31.970538Z

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 16345b56-c0b7-4b31-8e54-6c4c6269d5ab · inbound

Data-efficient flood depth prediction through domain-aware coreset selection and tabular foundation models cites this paper.

Data-efficient flood depth prediction through domain-aware coreset selection and tabular foundation models On Finetuning Tabular Foundation Models

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T06:16:43.720777Z

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 f1626919-aca0-4295-8e4b-3b5d0e1c1844 · inbound

A Fair Evaluation of Graph Foundation Models for Node Property Prediction cites this paper.

A Fair Evaluation of Graph Foundation Models for Node Property Prediction On Finetuning Tabular Foundation Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-04T16:09:57.539915Z

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 c2487fbe-dd0e-4b51-a975-c66ae4fc3dae · inbound

Efficient Adaptive Data Acquisition via Pretrained Belief Representations cites this paper.

Efficient Adaptive Data Acquisition via Pretrained Belief Representations On Finetuning Tabular Foundation Models

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:30:00.737658Z

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.