Paper Citation Record · LEDGER

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective

As of 21 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 9 inbound Pith citation observations for arXiv:2502.08828.

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

pith.paper-citation-record.v1
2502.08828 v2

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:37:51.062005Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:09:41.327083Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:26:39.746952Z

Reference resolution

16 of 16 outbound references displayed

verified exact3
verified fuzzy9
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 22a01ec6-85d6-476e-8ced-e7fe413272d4 · outbound

This paper cites Feature interaction aware automated data representation transformation.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective Feature interaction aware automated data representation transformation

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:37:51.315265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a9c738b7-574f-4d47-8c8c-110bd9867b3b · outbound

This paper cites Evolutionary Large Language Model for Automated Feature Transformation.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective Evolutionary Large Language Model for Automated Feature Transformation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T23:37:51.015155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57891a5c-577e-4a8d-964e-6bd7dfa4561f · outbound

This paper cites An empirical analysis of feature engineering for predictive modeling.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective An empirical analysis of feature engineering for predictive modeling

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:37:51.297460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bcda1b67-0b61-431b-976b-68ea6e694ae5 · outbound

This paper cites Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-07T23:37:51.209335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 45e422a3-6eac-4561-bb1c-e4940e46ae29 · outbound

This paper cites Efficient reinforced fea- ture selection via early stopping traverse strategy.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective Efficient reinforced fea- ture selection via early stopping traverse strategy

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:37:51.279722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 18566ba5-b9fa-4cfe-8bae-b1b3468e40da · outbound

This paper cites Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T23:37:51.036912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c040690-685a-4521-8dfe-1cc9f3231a54 · outbound

This paper cites Beyond Discrete Se- lection: Continuous Embedding Space Optimization for Generative Feature Selection.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective Beyond Discrete Se- lection: Continuous Embedding Space Optimization for Generative Feature Selection

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:37:51.271067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 25d30e8e-6976-4146-ad92-4d37ed35c314 · outbound

This paper cites Self-optimizing feature generation via cat- egorical hashing representation and hierarchical reinforce- ment crossing.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective Self-optimizing feature generation via cat- egorical hashing representation and hierarchical reinforce- ment crossing

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:37:51.261476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f2d5c92c-66a1-423e-b5c1-eee7ffea1340 · outbound

This paper cites TFWT: Tabular Feature Weighting with Transformer.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective TFWT: Tabular Feature Weighting with Transformer

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T23:37:51.178113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ce7cfb9a-1d81-4986-b43e-d117643ac819 · outbound

This paper cites Dy- namic and adaptive feature generation with llm.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective Dy- namic and adaptive feature generation with llm

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T23:37:51.056130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70dd576a-f4f0-4b70-b676-b01ad9fb9874 · outbound

This paper cites Simplifying reinforced feature selection via restructured choice strategy of single agent.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective Simplifying reinforced feature selection via restructured choice strategy of single agent

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:37:51.251986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cba39228-1617-4ea3-95e8-d597e0b28b8d · outbound

This paper cites Difer: differentiable automated feature engineer- ing.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective Difer: differentiable automated feature engineer- ing

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:37:51.242156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8b5b28d9-5665-4d89-b884-7fb7078294b9 · outbound

This paper cites Autogfs: Automated group-based feature selection via interactive reinforcement learning.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective Autogfs: Automated group-based feature selection via interactive reinforcement learning

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:37:51.306469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 083b9215-7260-4c2f-9898-e4b657d94d1e · outbound

This paper cites Topology-aware Reinforcement Feature Space Reconstruction for Graph Data.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective Topology-aware Reinforcement Feature Space Reconstruction for Graph Data

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T23:37:51.048297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6418b741-c4b7-4e8b-aeb8-5d269c35beb7 · outbound

This paper cites Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation

Reference 2024

Resolution: verified exact; local_arxiv, observed 2026-08-07T23:37:51.223983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7a3a3c1c-190c-4bf5-8936-1b0ae9511c25 · outbound

This paper cites Deep fea- ture synthesis: Towards automating data science endeav- ors.

A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective Deep fea- ture synthesis: Towards automating data science endeav- ors

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:37:51.288760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 62f52e72-b322-41ce-b915-32f8b3d166a0 · inbound

Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming cites this paper.

Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T05:09:41.327083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96437a3f-0a74-4956-83f6-8c18e6906304 · inbound

Agentic Feature Augmentation: Unifying Selection and Generation with Teaming, Planning, and Memories cites this paper.

Agentic Feature Augmentation: Unifying Selection and Generation with Teaming, Planning, and Memories A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:06.786058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a70cef8-ebdc-4df3-91c8-142f5887d96d · inbound

Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation cites this paper.

Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T15:25:50.223176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 721bf089-eab2-4bcc-b062-a8f256d138bc · inbound

Bridging the Domain Gap in Equation Distillation with Reinforcement Feedback cites this paper.

Bridging the Domain Gap in Equation Distillation with Reinforcement Feedback A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-07T15:19:41.963199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60bf0a8f-9325-4ac0-85bb-fe9d3b8c434f · inbound

Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO$_2$ Storage cites this paper.

Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO$_2$ Storage A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T15:18:59.457922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ef9000a-55ec-458a-8ce1-c92d40ba38dd · inbound

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation cites this paper.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:57.391564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41eb6468-59af-42f5-b693-880edb0748c9 · inbound

Teaching Time Series to See and Speak: Forecasting with Aligned Visual and Textual Perspectives cites this paper.

Teaching Time Series to See and Speak: Forecasting with Aligned Visual and Textual Perspectives A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective

Reference 125

Resolution: unresolved; no resolver link, observed 2026-08-06T21:29:08.347320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed882a4a-6744-4242-b69f-bdb09e4b1097 · inbound

Distribution Shift Aware Neural Tabular Learning cites this paper.

Distribution Shift Aware Neural Tabular Learning A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T16:57:43.412862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2df629b5-d4d9-4d06-a3e7-3a9920d138fa · inbound

DELTA: Variational Disentangled Learning for Privacy-Preserving Data Reprogramming cites this paper.

DELTA: Variational Disentangled Learning for Privacy-Preserving Data Reprogramming A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-05T13:26:39.782018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.