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Paper Citation Record · LEDGER

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

As of 7 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 1 inbound Pith citation observation for arXiv:2506.09085.

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

pith.paper-citation-record.v1
2506.09085 v1

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:14:57.418956Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:29:05.650471Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T21:29:11.590480Z

Reference resolution

69 of 69 outbound references displayed

  • verified exact2
  • verified fuzzy1
  • unresolved66
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d11dc82a-38ca-4845-84ec-3b995135b0b7 · outbound

This paper cites Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:14:57.743418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.162130Z digest=sha256:74bcea8f9a74b75cb3abaf92246917ff7a9f0f69b8810482e80d7b58e7b866af

Observation 086ecb8d-7767-42da-97e9-a6cf29f75398 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:58.218720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.166718Z digest=sha256:972bb923a7046c26d22fa243691e98da0097e9d6dfa6a31ecde164da9a96e438

Observation 305f06ef-2018-48a5-835e-f1389d8c9a0b · outbound

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

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO$_2$ Storage

Reference 3

Resolution
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no resolver link, observed 2026-08-07T05:14:57.170552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.170552Z digest=sha256:7148123f5360c32ffe9579b58a3266d361c461f5e8f29ed86e0dfc090661a6fc

Observation f56fbe1f-2198-4a27-9553-4bd1ad5737d4 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:58.206880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.175426Z digest=sha256:797e4c645cadbff9ba4cd4b1d119cfd723a7517f953c3e5530714172a36bb969

Observation 0c0f2950-7e97-40bf-bf5e-fd8796cb3d36 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:58.196111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.178968Z digest=sha256:c5edf8e18dac87d51649ccae3656edf59a50034446328a8ed92ecce6f1234bae

Observation 475b43a5-218d-4397-b3a1-b962a46a61c1 · outbound

This paper cites Privacy preserving generative feature transformation.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Privacy preserving generative feature transformation

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.182629Z digest=sha256:bbe0581cf00171babc50f3a55961dfd6c557b6d500f4afa0d84431ac6c7b7359

Observation a7817bba-036e-4e5b-806e-552678152ddf · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.186328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.186328Z digest=sha256:d390c83cc85edcf1487f9ca2ff0b003c14c490a6e0b8c36f701a31a71ba18b07

Observation 91585370-6fde-4eaf-ae31-79754db91238 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:58.168228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.190246Z digest=sha256:25037d28a288ae5b906f18c2a3259030f1b359c7febcf280438eb95cb8f44994

Observation 1a26f49d-4729-4da2-ab7e-9818b07d8a92 · outbound

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

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Agentic Feature Augmentation: Unifying Selection and Generation with Teaming, Planning, and Memories

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.193849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.193849Z digest=sha256:c03e2dedcc120c3f8383ae98d010388b956edf980b684c51a049d09d42f3508f

Observation 28fe62a9-bc90-4989-bd90-d1fb151ce02b · outbound

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

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.197410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.197410Z digest=sha256:0704bf79df31da7a6c29dc7a01f8e3ac3d03cecc8badc07b7f553a2c5b96706c

Observation fc78de8b-761b-43e5-948a-4828843b3442 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:58.158037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.201294Z digest=sha256:ca1a2e3d2c2805e89faa50510d89e062358f0a3d0bf4043272a9e287b7acf7cc

Observation be0698f3-edf4-4c0f-a3ac-d0d745b82cd5 · outbound

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

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming

Reference 12

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.204647Z digest=sha256:6209b1fd74572f55873f1d6af3ad29f54345cda1171de382f8660db7c4896b01

Observation 15bac21e-caeb-4e57-b6b2-a5a5b56e5267 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:58.146900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.208840Z digest=sha256:542b50580ae32eb5a12a45a6c9085b9d2f3c156a725dcd9bfad9dbdb41475d9f

Observation 0d43e82f-28fe-41c4-9d58-d610c1e213fe · outbound

This paper cites Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.212195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.212195Z digest=sha256:f0a03644a68259b530c5f05dc9c696d62ebcd6082cf913f70fde188ff1f5aec4

Observation e56f1362-fe88-414f-9025-87c9fc45551e · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 15

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 7c62ff35-eb4d-42bb-9425-06ef0edc4efc · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.219110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.219110Z digest=sha256:2f7368365a1addfe52f8982acb2a1c7dfff2dc4fd149fe2107a5bb1926eb3051

Observation f10979b4-2aee-4327-b654-4b94c9b224c3 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:58.117371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation c1db97a0-ae42-4c37-bc3f-f9a99d08b91f · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 18

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unresolved
no resolver link, observed 2026-08-07T05:14:57.226906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 63b5a810-b95c-49d3-b489-f8e936c22d70 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 19

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 4b95e36e-27ce-4bb5-abb8-0aebc614c481 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:58.089366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation bfc64f41-99b6-43ee-b117-01588e0b97d3 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 21

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.240152Z digest=sha256:8a73fbf04be0145c32db7b6d20859ce0dd0c26d51af238a81b2bdef65f34726c

Observation 36cfa645-c0d7-4900-8dde-f39c04800e9f · outbound

This paper cites LLM-Select: Feature Selection with Large Language Models.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation LLM-Select: Feature Selection with Large Language Models

Reference 22

Resolution
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no resolver link, observed 2026-08-07T05:14:57.243758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.243758Z digest=sha256:b0ec8e2032fc28cb174a066c9c08440723d2b159b09b7a4a4cea65ab93740fa5

Observation d5954f5f-190b-4d95-808e-8f0763e7d3d3 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 23

Resolution
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no resolver link, observed 2026-08-07T05:14:57.247274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.247274Z digest=sha256:4dc9574dc1a39d9477e508fb979e79f460e9a307cd7844a955989249cb3e3ad8

Observation 87776f40-e0a5-4052-858e-3ae9497eb070 · outbound

This paper cites Enriching Tabular Data with Contextual LLM Embeddings: A Comprehensive Ablation Study for Ensemble Classifiers.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Enriching Tabular Data with Contextual LLM Embeddings: A Comprehensive Ablation Study for Ensemble Classifiers

Reference 24

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.250658Z digest=sha256:ea5366dc97d9bd0349050c6188268dc8134bc3c0566a4628322a7aae2a025e1c

Observation 155d8b4c-a081-4286-9d44-062ba17ae153 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 25

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 55bc5fd5-0f8d-40b5-8ddd-d4c87946db01 · outbound

This paper cites ARGS: Alignment as Reward-Guided Search.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation ARGS: Alignment as Reward-Guided Search

Reference 26

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.257974Z digest=sha256:208b514cd8de5ff0410156c2305d59814a81f394b87969863609f5ee3efceefa

Observation d5852a6f-c9e0-49e6-9b76-6584c61ce229 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.261852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.261852Z digest=sha256:c0a8c3406b922d20e24a5395f6305056a7add3c02158f881708ac6f99717e76e

Observation cca4e6e5-a7fe-4d6f-97d5-2614b9f27438 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.264949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.264949Z digest=sha256:062c991defeec9ca1bd5f412ca0a3bac9c645cba20a22c5f6c137442cc38e084

Observation ac1339e0-0e68-4bd8-a1b8-09c712f91edd · outbound

This paper cites Aligning Large Language Models with Representation Editing: A Control Perspective.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Aligning Large Language Models with Representation Editing: A Control Perspective

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.268489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.268489Z digest=sha256:9305c5437b60d91291c06fe104daf268e669ba9b84af1cfb7d6ec543d06c143e

Observation 2c509e3b-0669-437d-8e29-4d67c2ed2c93 · outbound

This paper cites Large Language Models Engineer Too Many Simple Features For Tabular Data.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Large Language Models Engineer Too Many Simple Features For Tabular Data

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.273950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.273950Z digest=sha256:959ba4f0d471bce021b337ecb72ee5b8cf13310496632191c11ee31fd45961ce

Observation 949c76d8-783b-4005-b757-7963afc68410 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:58.036365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.277845Z digest=sha256:6c2f95257ad41b505e7d863f5e5fefc8567ac745dc2ab5e0c1e2ecb661cdc14f

Observation 2495c43c-869d-4c95-a123-a954840fe361 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:58.025915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.281615Z digest=sha256:5ac1b260287ad56768efd386e0be3bbe86940e7159581881889fd392d98dbfc6

Observation 2c1711fe-d99d-4dea-a4e2-c3cdb5f35bdd · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 33

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unresolved
raw_fallback, observed 2026-08-07T05:14:58.015043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.284949Z digest=sha256:2507a4b8609f35ce86ba9c861bd4fca2c221f8394b14fdb5af8125b6632b0aa3

Observation 8b5e4b92-3172-4704-bf09-111506cfbe0f · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:58.003262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.288501Z digest=sha256:40a3a328e9a7118d70206475cb650f32a6cea3dcdb194551a1556bd9dc748a0d

Observation facb4eaf-4030-4b60-8f7e-a8b0d2de0388 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.991767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.291922Z digest=sha256:e4f584e57a8dcad4cbc8c4e1b024dc62d757aa4701bcb19924077880712416a8

Observation 03b7c698-e354-4c27-99d6-9dcfded40501 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.981435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.296004Z digest=sha256:7a17d9bdc73058557e696e9c289a8e005fb90975ae295caa2a66caf762b5e15f

Observation 905db53a-896b-45cb-868f-cc002d9d1396 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.971202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.299534Z digest=sha256:cb529a0791f665baf7359590fe76f37cc1845e35aa4c7c1b12333903ad24aed3

Observation 528afc4b-177a-4f24-84a9-cdd2b4d30b5a · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.960420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.302984Z digest=sha256:4c9975fd55cdd21c15f6a87cebf0313e5f177c8d96e1a57fd2f52531ddcc40ce

Observation 68453b8a-5455-4e1d-a51d-03353847f489 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.950186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.307005Z digest=sha256:4ce5c745d28a3cab2275699ca0e8752198834434640306c73bddffcf901a517e

Observation ee2b8b6b-853a-4a94-bd7b-68d723430d76 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.940474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.310605Z digest=sha256:f9270f03d9a04b6f04a08ae54034f514cec4dae591b09f7b939cfc4f7ecdccd1

Observation 92ffa6b4-2e13-44e1-9e2f-18ea4ffd987b · outbound

This paper cites TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.313848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.313848Z digest=sha256:8641efb8aab22a28b7a3cb1f7ccb9cb88a3b298af19b0a64bc5a121c113b8b6c

Observation c4e08db6-e35e-4add-8eb7-9cfa22df92fc · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.929425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.317324Z digest=sha256:8949c3c89b9a916af58aaa6f3eae6ecaa62dc5d9962e2e6dcc3cfe1d6fde05c9

Observation 8956a9d0-2750-4321-9d60-ce692255143c · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.917430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.321481Z digest=sha256:b5fa9486fe4a34d3cf28ba0c3f476f313a3bbd6d843d27344c5732e334ea7ddf

Observation 89ca3f97-9b7e-4b5c-b15f-7c48a5b597a9 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.903196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.324529Z digest=sha256:e3f953b7d30a7b4e1f9ced6df71ff778b1ad8b4d0ed4a4d0905ce65e93a641dd

Observation 67ebfffb-90c5-461f-ba58-7ea1513ed79d · outbound

This paper cites Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.328038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.328038Z digest=sha256:66a6f2fad532fe2db35373bdcccbdf1951d24237082a93af16ce7278512bfd6b

Observation 6a254507-a55b-4bf8-9003-2f74e90dd9e0 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.890860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.331589Z digest=sha256:a5a2b6911d5d4f5cb87f0582fd021d3aa2817057a6482b35762088365b5ab66e

Observation 1fdd1fde-c56e-4055-8190-78f6710c736b · outbound

This paper cites Building a Chinese Medical Dialogue System: Integrating Large-scale Corpora and Novel Models.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Building a Chinese Medical Dialogue System: Integrating Large-scale Corpora and Novel Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.334856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.334856Z digest=sha256:5ddcdce37518b27371344688d9c7546ab4461670dd8d2a206b216238c85e0f51

Observation cd092c58-6dd9-4911-b1ea-ec8db2c5f8af · outbound

This paper cites MixLLM: Dynamic Routing in Mixed Large Language Models.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation MixLLM: Dynamic Routing in Mixed Large Language Models

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.338457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.338457Z digest=sha256:e27802360707148c737881b6bfa62765f8ffe4bb5994b1008720672a5767e86b

Observation 7e399687-ab24-493c-8c78-fe1b4f24c640 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.878763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.342038Z digest=sha256:0e09d450e3477f2617445233f20c651e1f5691de65e87793e00acc3a85476a80

Observation f836ff2a-fe1b-47c2-9781-7b7664f20c82 · outbound

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

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.345374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.345374Z digest=sha256:eba0f0573b55b865312bdd13d80c7a811e87eb88742424aa9fcd584fa87ee31f

Observation a38bf425-dd44-4438-8525-96fa3d6aa09a · outbound

This paper cites LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.349946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.349946Z digest=sha256:44b254a86e143e5fee79a047d00554507697df95715c5f0892f72559d5e3a25d

Observation 0b3f3082-53e5-44ec-bece-9de6ec9a788f · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.867431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.353269Z digest=sha256:bf2d1868c31a5aca99c2440614a974771eaae6a532f24d897cfeb1fd8238afd3

Observation 3fd20361-1457-45ee-9252-2c64f4a06270 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.854870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.356546Z digest=sha256:742241d3ddd686dfbc72d19406f470e73b575ba04be6e44d676a49b09ba0028b

Observation 8ba00adc-3f49-41e1-ad3e-ea582c9a1aef · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.843188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.360911Z digest=sha256:85e7c47fb1b7c62d764bca0e45b9c131fab9fcefb0a32df241c1dbb1b2513698

Observation 04660837-273f-4daf-9a61-22abfce0d879 · outbound

This paper cites Large Language Models Synergize with Automated Machine Learning.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Large Language Models Synergize with Automated Machine Learning

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.364348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.364348Z digest=sha256:16416fced8e07cfda3db73b1b1867239c917c8731680271d6014cd29c8e2210d

Observation 29e7564c-bfe2-4701-a592-88d4d32c04dc · outbound

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

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Bridging the Domain Gap in Equation Distillation with Reinforcement Feedback

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.367920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.367920Z digest=sha256:a9c93e5ce74118b548bd3f01e872064bd2b7824846294837ea546a87c5bcab4c

Observation 7bedf91c-e495-4a2c-8777-0454e9454b9d · outbound

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

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Topology-aware Reinforcement Feature Space Reconstruction for Graph Data

Reference 57

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:14:57.552327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.371721Z digest=sha256:71e236ccbe77c52151c3dc33887f12320d2754f04ec4234cd89fc9542fa6f2c1

Observation 160605c9-943d-4c64-8a12-9a84ef660c9c · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.832097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.376614Z digest=sha256:fd4915580f1aceb1fe1cb5ce939a459c30deb27439153b68f1c673b1bdaf8372

Observation 85f243c7-b9ca-4b68-a160-12fe1caec05f · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.820232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.380113Z digest=sha256:1914015d587e7dfa0f822530b77c8e56f491a6589544fbb2b5c01c6a9c231c93

Observation bfb3f6e8-19f8-40f4-9e5e-b919b2695e3c · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.809111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.383588Z digest=sha256:e56feb15752193e0d4bb73d41f2d7a1efba164f16c1a8075ca2eeb972d485ffe

Observation a1ee7ebb-c312-4928-a943-04402ed70452 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.797778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.387469Z digest=sha256:742d5b6cc7af0cc037351d416e2146fe4b30f55f060b350583fc0e0f5e243341

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

This paper cites A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective.

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.

source=arxiv_source observed=2026-08-07T05:14:57.391564Z digest=sha256:fc4de899b917e8b9cc5262fb807c9ee308e93fc5a3af974312c9d8beb571bf53

Observation d8359d91-eb3d-47ac-b9bf-3a9563756719 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.786724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.395880Z digest=sha256:aec291b53e8e2d59aadb52d9b85d00baacaeeb1d15c37b42149d77f8afa63950

Observation ed447a68-0a5f-4507-9d5d-74ad8a91709a · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.400102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.400102Z digest=sha256:d5c25a680887aa5538c550bf9455fd33bdc7c43b2964e6ad46f9009495889f51

Observation f772a663-7e06-430a-9d7f-756594fb2210 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.403315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.403315Z digest=sha256:bd0d952115b87bef45e49849fbcfbc43588d4fa738a7b770ce12b7b97585ac04

Observation 4e1708a3-369c-4054-8ba1-2a9f55356ce4 · outbound

This paper cites A Survey of Large Language Models.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation A Survey of Large Language Models

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.406796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.406796Z digest=sha256:ea312bf13c787172b4a5c605d3348b6dfa5f1f317438aca302c3db74f7273db1

Observation 1f4ddc04-aebf-43cf-a319-9fb4229f9934 · outbound

This paper cites an unresolved cited work.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:14:57.768624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.411336Z digest=sha256:63ce46f8d9cf217b2f4f678f7b501980f894074ba28eac8d34284392161a6171

Observation 2b73c07e-a602-4785-9ca4-c8690a55cae4 · outbound

This paper cites online" 'onlinestring :=.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation online" 'onlinestring :=

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.414960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.414960Z digest=sha256:1c0fae014987318da72d8d9866c2d3f6cecaa575869f317ea1630c41bf09ecab

Observation 2682ad7c-c3b3-49c9-b12f-3f2a08090c57 · outbound

This paper cites write newline.

LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation write newline

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-07T05:14:57.418956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.418956Z digest=sha256:b9a5f2409883ca1a1a57ba170bec8042ac44580faa03cca0ddaa9f0777f87d3d

Pith citing papers

Observation dfc81c80-5ea3-4471-b23d-17b32704a348 · 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 LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation

Reference 104

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:29:11.679509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:29:05.650471Z digest=sha256:cc55e6843a2fa532e944b3924075606339398231c3f2d6a72bb260c2d3b9abba