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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 15 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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.162130Z digest=sha256:3c7df0baff07f286c7b19a03fb8fa5d43e9bc636a65d4d3134a72b4d7078ba69

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.166718Z digest=sha256:7cb4e6b1377f08d9518bf41b89dc0766dae5311d44b65780c52d21d9e694932b

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
unresolved
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:a570729e2cef445b7522b078ab56628c3cedbb8fde1b0bd455f2d61289b2838c

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.175426Z digest=sha256:5a5413939c96bcd3e7ddc37114b84a96afc8f5ce6e00eefd9817b9ef71124faa

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.178968Z digest=sha256:9af87959d7ea58c65fcdb8a0d5077e15c361f6398e81388b41305c7b487be8c5

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
raw_fallback, observed 2026-08-07T05:14:58.185346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.182629Z digest=sha256:eeabfe901c815d2b44f7dfb90f8f02ccab2c047f5a1b0b4be692bb5115888834

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=sha256:3180990d0527d3a81ef4e93af8e416246e68bd8da70f59153f01432c4ee12f73

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.190246Z digest=sha256:ecf23860f7a417862012b0b6f90be916bb3b48c8c2cd3b72deb8a0af1376115e

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:fc71a84f0b706309171aa65d1eaf0f44671d5eff9db4d16d7d23e571c52e7994

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:d940fcccaa16276a4460e517ab217ffa98485492d4b18cc62fcb0cf0c3a95c02

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.201294Z digest=sha256:97a4fccaf36297aa0b995373eea2f8a97bca08692b51ba05735ff52032fafea4

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
no resolver link, observed 2026-08-07T05:14:57.204647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.204647Z digest=sha256:a10471d6c7fe6899024862f6724199e9c29e8ccd94db7270d0d1bf534ce79afc

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.208840Z digest=sha256:2c35cf6a41d1553d7e1a77887b32d276bad5af586f540fc5b1b30e79d032e233

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:a96a03fbd36ad2db17a5676f9e15c8cc49a5bffd45687214f2c2bdb49c86c084

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
raw_fallback, observed 2026-08-07T05:14:58.136032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.215807Z digest=sha256:69f50d5ca04f031eb3f1ac51fb344732ba5c8c27e5a2e07d6fd39c639faa0a9f

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:b7c5db9fb5e85fe14d1c11f2edeb06c048a92986fa52cea99e221d79072d0395

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 2026-08-15T06:32:42.880941+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

Resolution
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
raw_fallback, observed 2026-08-07T05:14:58.100419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.236647Z digest=sha256:11d7bb8938754b42d10cb6ca705439dd94885b2aa3964251561296c1f9c329ae

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
raw_fallback, observed 2026-08-07T05:14:58.078624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.240152Z digest=sha256:2e28b40cb45088c118344df990002c338cde3051ecbf1e8324b93eeee70c0d6b

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
unresolved
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:a0c7aadba78da8615b1fc530e5f2a4b384b05d2252fbc60a7801ff2e8653f8bd

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
unresolved
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=sha256:09d6759e1b3840717089f5d3420f1f8937337c0acb450ee0ff385f54fed96a16

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
unresolved
no resolver link, observed 2026-08-07T05:14:57.250658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.250658Z digest=sha256:4bc71d3f26dea47d4eafd392aa341fe2a794024057c86809797e8e236471425e

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
raw_fallback, observed 2026-08-07T05:14:58.061214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.254787Z digest=sha256:0dff37ca1f6f8970ea035c81356b4489104b09dd8a8d09e8ddf770ce13d918da

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
no resolver link, observed 2026-08-07T05:14:57.257974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:14:57.257974Z digest=sha256:e21a491e0e42cfa8c5e4c45425ab264790f0679dc12bbf189d6c2cb55d354c8d

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:e54bb8ea48e890a66fe2e4c527a8e86202d42c3353efcd321cab35cccd577835

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=sha256:40de9b9ed662de4f48b3d874787b11aa25526328491f790fb95c86a03ed882d1

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:d3ffddbbedb8bbd91d092b61860b5fa21860bad2cd654b3004bd972d2fd982d5

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=sha256:69f711a39ea98b027ed25778cbbd6ad18caafd2a9927263ccbcba401d91c1634

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.277845Z digest=sha256:902cc671864d81597e55e7e21bf623fc4ae0cda6a549b9c9cea1ef66a773b2dc

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.281615Z digest=sha256:3a383a0a89971d9b6c732f3cd6f9d391c818c62f64781ff2730133fb23060f88

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

Resolution
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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.284949Z digest=sha256:0862533b9c21d1ea01939f8c130d8e685b836b8d6d3e5402a4f3937113427f0e

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.288501Z digest=sha256:6fe08148294f3173a25eb77e7a96121310b1292ca61875f7f3c1ccc0340da914

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.291922Z digest=sha256:815aa62e72b39ea8c37b9e6e7efc59eadcfc3ed05d05a0b62052676614692f86

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.296004Z digest=sha256:228cff255097e20350cec6de4605a5bb1dce594218e4133bfbf1e007f22c072a

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.299534Z digest=sha256:e84b6d7119d1ed380ec4aafc449374d4b858bec07d9a92db89b3f1e32559fda0

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.302984Z digest=sha256:766a4a0dcc1d8c815782e0d8bd3235a5f5eaa60d9960d3d36cdb7d66d0a41b0c

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.307005Z digest=sha256:69e55ae20834f6b44b3a3b2689f2144f7be66e333d3eb04b6ece2eee46341536

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.310605Z digest=sha256:6747695852001f83f71d8dad3957d0d3ab3c4301b3e6d79a8084a97a472ae4be

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:b1221496af155646f38077e965dee97cab9f380ff09a313f1fd59ee0693248d7

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.317324Z digest=sha256:ed7d0c1a6e9ab281973d44edaced11ab412d87d3a42ee12e34b53a0c6764e9d3

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.321481Z digest=sha256:a6276be005f0bcf24b8a510a3b134b0dc033021536899abdb0b3b5631511e969

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.324529Z digest=sha256:4aa9b13de502b8728eebda9c1ee620b4c023ded11eff863f1046bb8c27d854c0

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:ac1baa8bc8c05aa3fc88d30b3da82c4fccee2681516779d3ec25ee0158612ed4

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.331589Z digest=sha256:9531330e554fe6fd8b4f0a9ecce9b33fa705972cee62237c639fa40749a13a2b

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=sha256:1ab22e9396f9b6f3cf2910ca4bbfd8e2c3ec8ceef48f4519668bd232b5509263

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=sha256:8bb81a61a76b560fbe4d111de1790d1748419297e2648ff7df43404a91feb97c

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.342038Z digest=sha256:11eca7b1ea26af6dfa1790a99d0d90b6d703fb78cfd5c6a2b22631b07aa11d31

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:eb8446edf3acdb9454326f3ced544e604a6c85ed7d9ff9ba3d414e081fc2df22

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=sha256:7aa1562ef1bdf1ea42a4662b2e34e9b5276ebc2885d58777b7f12b0cbb0bd9f0

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.353269Z digest=sha256:ec24252e82cf9ab5c9f5cefa217c0cbbdb327312dc2087a318d4651c202edb92

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.356546Z digest=sha256:ed2d21db6d0741ee67854da91c61e3df063698ad22a026c054f6a598b86b2283

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.360911Z digest=sha256:4ba87a6aed1d10e4225bc71409be2bd7b46f281de679da52f71c9ae3b0394c0a

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=sha256:9f5a4c78cb4fc5a1e5b6fc293ca81ef5a6e5264026e4a6a518860a0d1156915f

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:f37ad632e62b13890de4145141cc88b6d49732900bae863fda4463f50550a3f2

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.371721Z digest=sha256:1e4e8cbf984864825605b045aff46720ff981c2b09466bf5959b262052b66f50

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.376614Z digest=sha256:2512f03ccb6ac7d68de36e039c98bdf9b141c3118c4fc1ec9230a89ea096a00f

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.380113Z digest=sha256:d103a4a1c580847b31e694c04d7f2b77d1986cc34ea097fa5ec1861e5470eef0

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.383588Z digest=sha256:98ee3990b39be958c330168c8e61a2a75e060d516a31eb15dc7bdfeea9a5656d

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.387469Z digest=sha256:7d80bd895e9b81c95c87862e03738c51ab4dd42a25b294f4d78de35811b9fded

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=sha256:4510c64869d2ae1681d949c6e005e5d486055f104bc6baf4a09233ab1841729d

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.395880Z digest=sha256:aa03ca74956788a31edde762547d3760e3802755f5a9ebd49c5cb5d0e28a1f7a

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=sha256:5e5038e88594a918d1fe5f8d8429af7f49766e0d9e05016792b5502f3e8ace42

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=sha256:015feda94602dde02f1393d311a4d8cb09083e8e7c67d5595ba67cc091f6be2d

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=sha256:1d341a110668be5f79602bd7813ff2437ae134ff814cb6c8e69f50c387b1315b

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-07T05:14:57.411336Z digest=sha256:8df7ad16bc4149e6affa94c65d1addd5930ab5e665c50cb7288e4cab257a1dc0

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=sha256:33e2d5fc06d3770b4f5b69e0acbc155e715da0d70f747e038e2c87f3419e414a

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=sha256:2aed948fd318744c7cc133bf5670bb29b2f0e06318b570589a8027bd8e801bc8

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T21:29:05.650471Z digest=sha256:709bfd528326b0f84e6d59380755173978c50b28f241595d35d3a6b131320c36