TopoFE: topology-aware LLM-guided Automated Feature Engineering | Paper Citation Record

Observation 5977d01f-0bea-43a2-a1d4-88dcfc3e54cd · outbound

This paper cites Feature engineering for machine learning and data analytics.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Feature engineering for machine learning and data analytics

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:27.145466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90c3a2a9-d615-4794-802f-c1e50b7772d0 · outbound

This paper cites Openfe: Automated feature generation with expert-level performance.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Openfe: Automated feature generation with expert-level performance

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:27.246384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fbe7cf5-fa8f-4bfc-9d21-20ab244e2f55 · outbound

This paper cites Large language models for automated data science: Introducing caafe for context-aware automated feature engineering.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Large language models for automated data science: Introducing caafe for context-aware automated feature engineering

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:27.378767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 360325be-9f06-4543-8d9c-ffb5c0c731fd · outbound

This paper cites Tpot: A tree-based pipeline optimization tool for automating machine learning.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Tpot: A tree-based pipeline optimization tool for automating machine learning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:27.561532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a95417e2-c4d0-42df-ab58-d4943a183b55 · outbound

This paper cites The autofeat python library for automated feature engineering and selection.

TopoFE: topology-aware LLM-guided Automated Feature Engineering The autofeat python library for automated feature engineering and selection

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:27.646761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69d76dba-37e6-4667-9cfc-45038bea3d9a · outbound

This paper cites Large language models can automatically engineer features for few-shot tabular learning.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Large language models can automatically engineer features for few-shot tabular learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:27.779932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f3ef9ca-1977-4231-b139-819b8247a917 · outbound

This paper cites Evolutionary large language model for automated feature transformation.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Evolutionary large language model for automated feature transformation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:28.104586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fa0baf1-02b5-43df-a40d-2462d081caf4 · outbound

This paper cites Uci machine learning repository, 2007.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Uci machine learning repository, 2007

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:28.166246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be23aebb-6778-46c7-a4ea-6bca7c27a596 · outbound

This paper cites Openml: networked science in machine learning.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Openml: networked science in machine learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:28.249449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 349317a3-12af-4433-8e13-11efaca5e22e · outbound

This paper cites Tabpfn: A transformer that solves small tabular classification problems in a second.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Tabpfn: A transformer that solves small tabular classification problems in a second

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:28.383967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d191a7b4-6161-4f85-b730-fedb6d12619f · outbound

This paper cites Optimized feature generation for tabular data via llms with decision tree reasoning.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Optimized feature generation for tabular data via llms with decision tree reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:28.509016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ef7f05e-933d-4f43-8404-410e4db897e7 · outbound

This paper cites Lift: Language-interfaced fine-tuning for non-language machine learning tasks.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Lift: Language-interfaced fine-tuning for non-language machine learning tasks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:28.912841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e49e1668-1025-4af0-bbfa-0ec2dbe26c3c · outbound

This paper cites Catboost: unbiased boosting with categorical features.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Catboost: unbiased boosting with categorical features

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:29.017585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aa60d35-bcc8-4a9f-ad19-3baae158c2ee · outbound

This paper cites In Geomatic approaches for modeling land change scenarios, pages 451--455.

TopoFE: topology-aware LLM-guided Automated Feature Engineering In Geomatic approaches for modeling land change scenarios, pages 451--455

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:29.105738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32cf6ae0-28ba-4d72-80dd-202d223cc5fa · outbound

This paper cites Tabpfn: A transformer that solves small tabular classification problems in a second.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Tabpfn: A transformer that solves small tabular classification problems in a second

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:29.185279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e284e69-eb4e-4f20-9329-33b70c25426b · outbound

This paper cites Batch normalization: Accelerating deep network training by reducing internal covariate shift.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Batch normalization: Accelerating deep network training by reducing internal covariate shift

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:29.246523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 010d2c18-38ab-4e3d-b5a4-004169723bd5 · outbound

This paper cites Ferg-llm: Feature engineering by reason generation large language models.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Ferg-llm: Feature engineering by reason generation large language models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:29.328807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a2e014c-369b-4f8b-89d2-13d35e1f17c9 · outbound

This paper cites Dynamic and adaptive feature generation with llm.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Dynamic and adaptive feature generation with llm

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:29.424911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e757ddc6-3ce6-4e46-ac43-3d9ca3e3be7f · outbound

This paper cites Large scale transfer learning for tabular data via language modeling.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Large scale transfer learning for tabular data via language modeling

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:29.901488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47cc6cc4-7d78-41bd-a077-45c38355610a · outbound

This paper cites Tab STAR : A tabular foundation model for tabular data with text fields.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Tab STAR : A tabular foundation model for tabular data with text fields

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:29.987108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cc3ccdf-5ec0-40d8-a7cc-3cad4343ec3e · outbound

This paper cites u ller, Ga \.

TopoFE: topology-aware LLM-guided Automated Feature Engineering u ller, Ga \

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:30.068283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2de5c9cb-ebd5-4942-b0d9-f0f3dc621f1f · outbound

This paper cites Cresswell, Keyvan Golestan, Guangwei Yu, Anthony L.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Cresswell, Keyvan Golestan, Guangwei Yu, Anthony L

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:30.144437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b61c4dc5-effa-468e-8f19-c615bd23d9cd · outbound

This paper cites Tabllm: Few-shot classification of tabular data with large language models.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Tabllm: Few-shot classification of tabular data with large language models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:30.226984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f091808e-534b-466e-988e-43a6db7dfd22 · outbound

This paper cites Towards cross-table masked pretraining for web data mining.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Towards cross-table masked pretraining for web data mining

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:30.313333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12d92266-064d-4cd2-819b-4987a8267dc2 · outbound

This paper cites Carte: Pretraining and transfer for tabular learning.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Carte: Pretraining and transfer for tabular learning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:30.393847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef1dd3de-2d6c-4805-9669-4657fb1f4040 · outbound

This paper cites Making pre-trained language models great on tabular prediction.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Making pre-trained language models great on tabular prediction

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:30.460880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14d5bffa-49d8-482a-b69b-288903339004 · outbound

This paper cites Generative table pre-training empowers models for tabular prediction.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Generative table pre-training empowers models for tabular prediction

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:30.541916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7aee460-629b-428d-81b6-35ccd7a205da · outbound

This paper cites Language models are realistic tabular data generators.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Language models are realistic tabular data generators

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:30.651575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98367569-43da-44f4-a612-44642cdfb6e2 · outbound

This paper cites Exploring llm agents for cleaning tabular machine learning datasets.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Exploring llm agents for cleaning tabular machine learning datasets

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:30.727766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99a5cb92-9ecb-4b09-859a-044f469e128c · outbound

This paper cites Evoprompt: Connecting llms with evolutionary algorithms yields powerful prompt optimizers.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Evoprompt: Connecting llms with evolutionary algorithms yields powerful prompt optimizers

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:30.802356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09e9ee14-6110-43ea-be27-2a96469bce89 · outbound

This paper cites Promptbreeder: Self-referential self-improvement via prompt evolution.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Promptbreeder: Self-referential self-improvement via prompt evolution

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:30.888873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80b94a28-776b-43fc-bbdc-8fa6cdf4b925 · outbound

This paper cites Dynamic cheatsheet: Test-time learning with adaptive memory.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Dynamic cheatsheet: Test-time learning with adaptive memory

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:30.949636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93b3a6b8-5367-4731-937f-e002f65eb05b · outbound

This paper cites Gepa: Reflective prompt evolution can outperform reinforcement learning.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Gepa: Reflective prompt evolution can outperform reinforcement learning

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:31.121996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5df8935-f1fd-4510-8219-51de504682b8 · outbound

This paper cites Algorithm discovery with llms: Evolutionary search meets reinforcement learning.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Algorithm discovery with llms: Evolutionary search meets reinforcement learning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:31.217939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81093b91-28b1-4cb0-b242-751bf2f98db7 · outbound

This paper cites Openevolve: an open-source evolutionary coding agent, 2025.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Openevolve: an open-source evolutionary coding agent, 2025

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:31.510376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c97f309-b478-4bfe-8fc9-18160dbff9e1 · outbound

This paper cites Llm-sr: Scientific equation discovery via programming with large language models.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Llm-sr: Scientific equation discovery via programming with large language models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:31.724552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 803dfd79-6507-4026-8c1f-f81023a42141 · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:31.962424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c947f4f9-9bc8-480e-a38b-86c086448575 · outbound

This paper cites Evolution of heuristics: Towards efficient automatic algorithm design using large language model.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Evolution of heuristics: Towards efficient automatic algorithm design using large language model

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:32.077633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ec57d2f-fb52-4c29-8438-cea772c9f346 · outbound

This paper cites Reevo: Large language models as hyper-heuristics with reflective evolution.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Reevo: Large language models as hyper-heuristics with reflective evolution

Reference 52

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:32.189438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bd83af4-b7f5-416c-b381-c96cf7185147 · outbound

This paper cites Evoagent: Towards automatic multi-agent generation via evolutionary algorithms.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Evoagent: Towards automatic multi-agent generation via evolutionary algorithms

Reference 53

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:32.279673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d02f0fe-c9ad-4719-b07a-5e6dbea37912 · outbound

This paper cites Agentsquare: Automatic llm agent search in modular design space.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Agentsquare: Automatic llm agent search in modular design space

Reference 54

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:32.424794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ee197cf-e18c-41f1-afd3-391abda955e4 · outbound

This paper cites Findings of the Association for Computational Linguistics: NAACL 2025 , pages=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Findings of the Association for Computational Linguistics: NAACL 2025 , pages=

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:32.601979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5a46778-bbd0-4b29-bf78-2edc427e6352 · outbound

This paper cites International Conference on Learning Representations 2023 , year=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering International Conference on Learning Representations 2023 , year=

Reference 56

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:32.723287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bab7016b-ef4f-4c47-9511-6610a9ba2a15 · outbound

This paper cites 2025 , eprint=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering 2025 , eprint=

Reference 57

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:32.843589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d592a207-be01-4400-88c7-ffa4809919d3 · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:32.979875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b1645b1-8d76-4b13-9f56-632f06a50a7d · outbound

This paper cites Joint European Conference on Machine Learning and Knowledge Discovery in Databases , pages=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Joint European Conference on Machine Learning and Knowledge Discovery in Databases , pages=

Reference 59

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:33.125998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1cb7a9c-218d-4b12-924b-f321a5b0bc31 · outbound

This paper cites Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence , pages=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence , pages=

Reference 60

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:33.252678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16da7cad-5e5f-45af-a40e-899434bf3d9b · outbound

This paper cites Qwen Technical Report.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Qwen Technical Report

Reference 61

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:33.351116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19ef3d47-ed79-410c-883d-e6bc17d54147 · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , volume=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Proceedings of the AAAI conference on artificial intelligence , volume=

Reference 62

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:33.494458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89e324d8-e4d1-4c39-b4e5-bac320ce57ba · outbound

This paper cites 2018 , publisher=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering 2018 , publisher=

Reference 63

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:33.622159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8d3150b-c971-4f7d-a91d-d79832d62635 · outbound

This paper cites FELA: A Multi-Agent Evolutionary System for Feature Engineering of Industrial Event Log Data.

TopoFE: topology-aware LLM-guided Automated Feature Engineering FELA: A Multi-Agent Evolutionary System for Feature Engineering of Industrial Event Log Data

Reference 64

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:33.740936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98a475b0-17b0-411e-b862-1b9e7500c95e · outbound

This paper cites arXiv preprint arXiv:2602.17641 , year=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering arXiv preprint arXiv:2602.17641 , year=

Reference 65

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:33.837370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f277bedf-6a4d-4e3f-9cc8-ce64b736287f · outbound

This paper cites Workshop on automatic machine learning , pages=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Workshop on automatic machine learning , pages=

Reference 66

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:33.955696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ff0b77c-9dfa-4140-8d5c-b6a7259374ce · outbound

This paper cites International Conference on Machine Learning , pages=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering International Conference on Machine Learning , pages=

Reference 67

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.057410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4919c582-b025-496a-98de-c1bd9cef20fe · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.131727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1c0a90d-2e86-4ba1-b312-d81920f748c4 · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.187330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef0168b0-4cf2-4867-9722-1a0f549f0bf7 · outbound

This paper cites Advances in neural information processing systems , volume=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Advances in neural information processing systems , volume=

Reference 70

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.256266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f4e53ab-0f04-40a7-a305-1a97dd8203d1 · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.313353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3039eb44-66bd-4ba1-abba-be993b747926 · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.385077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ea5310c-7169-462a-996b-8aa5790b0a29 · outbound

This paper cites CodeEvolve: an open source evolutionary coding agent for algorithmic discovery and optimization.

TopoFE: topology-aware LLM-guided Automated Feature Engineering CodeEvolve: an open source evolutionary coding agent for algorithmic discovery and optimization

Reference 73

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.438559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbace66d-bedf-42f6-9400-7febb78e8295 · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.509226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cdb6f57-03b8-4ab8-a5b2-d774abe97707 · outbound

This paper cites ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution.

TopoFE: topology-aware LLM-guided Automated Feature Engineering ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution

Reference 75

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.586735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9291305-8bd3-4411-ad8d-f0ada764d2e8 · outbound

This paper cites URL https://github.

TopoFE: topology-aware LLM-guided Automated Feature Engineering URL https://github

Reference 76

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.660198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f130cca-e981-40e7-b6eb-13e370a737f8 · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

TopoFE: topology-aware LLM-guided Automated Feature Engineering AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 77

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.732416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c98d0eec-f400-4982-99d2-5b1587c56598 · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.810781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40c2ddd6-310d-4b9f-8010-b38bbcc8ae49 · outbound

This paper cites Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 79

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.864287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22b71019-9753-4cb6-889f-4ff1befa137c · outbound

This paper cites Reddy , booktitle=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Reddy , booktitle=

Reference 80

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.946931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed80e201-27da-44de-949d-3e3872e8b77b · outbound

This paper cites HeurAgenix: Leveraging LLMs for Solving Complex Combinatorial Optimization Challenges.

TopoFE: topology-aware LLM-guided Automated Feature Engineering HeurAgenix: Leveraging LLMs for Solving Complex Combinatorial Optimization Challenges

Reference 81

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:34.995892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48483ee6-7ad1-4831-b17b-d965ec4f8abb · outbound

This paper cites arXiv preprint arXiv:2603.24382 , year=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering arXiv preprint arXiv:2603.24382 , year=

Reference 82

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.036935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44631bab-b995-4fb2-a67f-3a5314a1f123 · outbound

This paper cites Embedding Domain-Specific Knowledge from LLMs into the Feature Engineering Pipeline.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Embedding Domain-Specific Knowledge from LLMs into the Feature Engineering Pipeline

Reference 83

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.114209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e13ce95c-7664-4ccb-9421-120cf02416af · outbound

This paper cites arXiv e-prints , pages=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering arXiv e-prints , pages=

Reference 84

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.164633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc270aa6-c73b-41c4-8899-04cd0ee090ca · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.219017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5f6a715-9019-4587-a9b2-ff253d579d13 · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.278450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8b861c0-e3c6-4307-915e-4f9db43fd669 · outbound

This paper cites International Workshop on Causality, Agents and Large Models , pages=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering International Workshop on Causality, Agents and Large Models , pages=

Reference 87

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.328855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0e0e316-b14b-4566-940b-1e1c6c8485c7 · outbound

This paper cites International Conference on Machine Learning , pages=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering International Conference on Machine Learning , pages=

Reference 88

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.379977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8049222-9833-49c8-af00-c2f0533395b1 · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 89

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.439461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5052276a-9d74-4103-9d40-e170bdba5b0b · outbound

This paper cites REaLTabFormer: Generating Realistic Relational and Tabular Data using Transformers.

TopoFE: topology-aware LLM-guided Automated Feature Engineering REaLTabFormer: Generating Realistic Relational and Tabular Data using Transformers

Reference 90

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.470651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fccdaa91-bd7f-45fd-99ce-17b27deb0ebc · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.524073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 828eb2be-59f7-46a8-a1ff-e1473d2f343e · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 92

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.589257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cd3dc74-76ed-4b86-87f9-50121712681c · outbound

This paper cites International Conference on Machine Learning , pages=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering International Conference on Machine Learning , pages=

Reference 93

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.643072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d7ab3b2-ad8e-45ea-b425-6040b1d57aa7 · outbound

This paper cites Proceedings of the ACM Web Conference 2024 , pages=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Proceedings of the ACM Web Conference 2024 , pages=

Reference 94

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.721558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f00d742a-b2e3-41dd-96dc-659ead695515 · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.781226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07bc5add-0303-4a1f-a56a-c9db290cc9b2 · outbound

This paper cites Proceedings of the 2023 conference on empirical methods in natural language processing , pages=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Proceedings of the 2023 conference on empirical methods in natural language processing , pages=

Reference 96

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.842910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2946f4a-e16e-4ac1-8884-03a71b5d4591 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Advances in Neural Information Processing Systems , volume=

Reference 97

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.919158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0fb6bc5-cd5b-4be0-a69b-2c252d8a2626 · outbound

This paper cites an unresolved cited work.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Unresolved cited work

Reference 98

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:35.994513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3145468f-63a3-488a-af53-b928e1600abc · outbound

This paper cites Advances in neural information processing systems , volume=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Advances in neural information processing systems , volume=

Reference 99

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:36.045689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eef6cbc-df46-4eed-ac4b-6abfb0231320 · outbound

This paper cites International conference on artificial intelligence and statistics , pages=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering International conference on artificial intelligence and statistics , pages=

Reference 100

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:36.105184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07b60d7f-0442-46ee-a00d-1c09c39cad07 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Advances in Neural Information Processing Systems , volume=

Reference 101

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:36.173123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2278658f-55d3-42da-abf6-045b54be1231 · outbound

This paper cites Qwen3 Technical Report.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Qwen3 Technical Report

Reference 102

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:36.263252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d98b8eb-345d-4614-ad49-1588c13fbaaf · outbound

This paper cites International conference on machine learning , pages=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering International conference on machine learning , pages=

Reference 103

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:36.331742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d78b905-4fda-43b2-be82-8e11c4662cd9 · outbound

This paper cites 2017 , publisher=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering 2017 , publisher=

Reference 104

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:36.376148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3885fc35-a018-4170-be84-ca11ec16f572 · outbound

This paper cites Advances in neural information processing systems , volume=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Advances in neural information processing systems , volume=

Reference 105

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:36.432257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29ffbe9a-d4d2-4553-87d0-4a2e2fd16f87 · outbound

This paper cites Qwen2.5-Coder Technical Report.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Qwen2.5-Coder Technical Report

Reference 106

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:36.514015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3889b747-071d-4ad9-a521-d79cfe475ee3 · outbound

This paper cites GPT-4o System Card.

TopoFE: topology-aware LLM-guided Automated Feature Engineering GPT-4o System Card

Reference 107

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:36.571134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0a603f2-43fe-4917-aedf-287ca1028ed3 · outbound

This paper cites 2007 , publisher=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering 2007 , publisher=

Reference 108

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:36.669825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0f6ed1a-5ee1-4fd6-ad10-98b343f12085 · outbound

This paper cites LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers.

TopoFE: topology-aware LLM-guided Automated Feature Engineering LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers

Reference 109

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:36.739384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3fc30cb-2aa6-48b2-9170-6a1af0fd1516 · outbound

This paper cites ACM SIGKDD Explorations Newsletter , volume=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering ACM SIGKDD Explorations Newsletter , volume=

Reference 110

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:36.854489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57d20554-ca82-45e8-9070-05f464a92fe8 · outbound

This paper cites Nature , year=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Nature , year=

Reference 111

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:36.944096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31a70abe-638a-44b8-ac51-e1f86e8d6c16 · outbound

This paper cites Forty-first International Conference on Machine Learning , year=.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Forty-first International Conference on Machine Learning , year=

Reference 112

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:37.009397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3de1fe7a-7a0d-449f-81f7-38c85421306b · outbound

This paper cites Cresswell and Keyvan Golestan and Guangwei Yu and Anthony L.

TopoFE: topology-aware LLM-guided Automated Feature Engineering Cresswell and Keyvan Golestan and Guangwei Yu and Anthony L

Reference 113

Resolution: unresolved; no resolver link, observed 2026-07-31T23:58:37.065472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers