Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-11T02:33:34.960543Z
Paper Citation Record · LEDGER
RelAgent: LLM Agents as Data Scientists for Relational Learning
As of 5 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 2 inbound Pith citation observations for arXiv:2605.07840.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T08:36:03.120678Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
82 of 82 outbound references displayed
- verified exact7
- verified fuzzy60
- unresolved9
- parse uncertain0
- malformed identifier5
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation cb545955-45e9-4ccc-98c9-d993f9de1a1c · outbound
This paper cites A relational model of data for large shared data banks.Communications of the ACM.
RelAgent: LLM Agents as Data Scientists for Relational Learning A relational model of data for large shared data banks.Communications of the ACM
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.829664Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 485ac10a-cb4e-4fc7-b915-aca8e2d6750a · outbound
This paper cites Robinson, R.
RelAgent: LLM Agents as Data Scientists for Relational Learning Robinson, R
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.772043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a554cae1-a2f2-49bb-8e2b-9c9c549c7f17 · outbound
This paper cites RelBench v2: A Large-Scale Benchmark and Repository for Relational Data.
RelAgent: LLM Agents as Data Scientists for Relational Learning RelBench v2: A Large-Scale Benchmark and Repository for Relational Data
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T01:43:57.735359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 89cc9422-5499-4b32-b282-6e02cba64f8e · outbound
This paper cites Deep feature synthesis: Towards automating data science endeavors.
RelAgent: LLM Agents as Data Scientists for Relational Learning Deep feature synthesis: Towards automating data science endeavors
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.838648Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6075d811-e9ce-4a41-be2a-56ef41f0b4a3 · outbound
This paper cites Xgboost: A scalable tree boosting system.
RelAgent: LLM Agents as Data Scientists for Relational Learning Xgboost: A scalable tree boosting system
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.764701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4171cd66-e3c1-442b-9ee7-c6f3e1dae3d9 · outbound
This paper cites an unresolved cited work.
RelAgent: LLM Agents as Data Scientists for Relational Learning Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T12:20:07.792222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 36ac16f3-9377-45df-9e28-6d844859b4a1 · outbound
This paper cites Erickson, J.
RelAgent: LLM Agents as Data Scientists for Relational Learning Erickson, J
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.800255Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 801eaf27-80fd-4192-bdca-618ea576bd9f · outbound
This paper cites Hollmann, S.
RelAgent: LLM Agents as Data Scientists for Relational Learning Hollmann, S
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.768486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0d54b7d7-a5a7-491f-ada4-9cf925e56772 · outbound
This paper cites No Need to Train Your RDB Foundation Model.
RelAgent: LLM Agents as Data Scientists for Relational Learning No Need to Train Your RDB Foundation Model
Reference 9
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-05T02:16:24.003164Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fcb0666a-30b4-4b77-ab80-a0c9f199dc3a · outbound
This paper cites Hamilton, Z.
RelAgent: LLM Agents as Data Scientists for Relational Learning Hamilton, Z
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.796513Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 24a0f282-8d69-47f9-835b-e94bc94e2337 · outbound
This paper cites Veliˇckovi´c, G.
RelAgent: LLM Agents as Data Scientists for Relational Learning Veliˇckovi´c, G
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.808390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 29e4ccdb-db43-400b-b041-52ff1e68aca0 · outbound
This paper cites Kanatsoulis, Rishi Puri, Matthias Fey, and Jure Leskovec.
RelAgent: LLM Agents as Data Scientists for Relational Learning Kanatsoulis, Rishi Puri, Matthias Fey, and Jure Leskovec
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.820759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 87157668-cab2-4657-833f-30733f355613 · outbound
This paper cites Kanatsoulis, Roshan Reddy Upendra, Mahmoud Mohammadi, Joe Meyer, Tom Palczewski, Carlos Guestrin, and Jure Leskovec.
RelAgent: LLM Agents as Data Scientists for Relational Learning Kanatsoulis, Roshan Reddy Upendra, Mahmoud Mohammadi, Joe Meyer, Tom Palczewski, Carlos Guestrin, and Jure Leskovec
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.812661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8bcec7a1-f8e7-4382-b008-d5c6b676c63e · outbound
This paper cites Griffin: Towards a graph-centric relational database foundation model.
RelAgent: LLM Agents as Data Scientists for Relational Learning Griffin: Towards a graph-centric relational database foundation model
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.850708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ff680137-253c-4869-82b9-1b2391c88d50 · outbound
This paper cites Kumorfm: A foundation model for in-context learning on relational data.
RelAgent: LLM Agents as Data Scientists for Relational Learning Kumorfm: A foundation model for in-context learning on relational data
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.846649Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d5bb6603-900e-4e18-854e-62b12765d367 · outbound
This paper cites KumoRFM-2: Scaling Foundation Models for Relational Learning.
RelAgent: LLM Agents as Data Scientists for Relational Learning KumoRFM-2: Scaling Foundation Models for Relational Learning
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T03:15:56.284068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e1e79b17-4bec-494e-9931-74648176724f · outbound
This paper cites Tackling prediction tasks in relational databases with LLMs.
RelAgent: LLM Agents as Data Scientists for Relational Learning Tackling prediction tasks in relational databases with LLMs
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T03:15:56.300642Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 79df4201-1475-4028-b62b-02ea6b8e257c · outbound
This paper cites Talk like a graph: Encoding graphs for large language models.
RelAgent: LLM Agents as Data Scientists for Relational Learning Talk like a graph: Encoding graphs for large language models
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.834095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c3533527-1b5d-4626-836d-f2a27b98c477 · outbound
This paper cites Relgnn: Composite message passing for relational deep learning.
RelAgent: LLM Agents as Data Scientists for Relational Learning Relgnn: Composite message passing for relational deep learning
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.803998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5b4ce993-700f-4b9a-b88f-8be013228ab9 · outbound
This paper cites Ramprasath, Karan Paresh, Roshan U.
RelAgent: LLM Agents as Data Scientists for Relational Learning Ramprasath, Karan Paresh, Roshan U
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.784487Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 67f78819-ea0a-4b9b-a9f8-aecc6a9d991c · outbound
This paper cites Large language models are good relational learners.
RelAgent: LLM Agents as Data Scientists for Relational Learning Large language models are good relational learners
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.842498Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c2ab9e20-0eee-4a60-9a23-80404becf8ff · outbound
This paper cites Towards foundation models for knowledge graph reasoning.
RelAgent: LLM Agents as Data Scientists for Relational Learning Towards foundation models for knowledge graph reasoning
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.854903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 53ea3e03-9b60-4663-a2d8-29a8c360d6bb · outbound
This paper cites Bronstein, ˙Ismail ˙Ilkan Ceylan, Mikhail Galkin, Juan L Reutter, and Miguel Romero Orth.
RelAgent: LLM Agents as Data Scientists for Relational Learning Bronstein, ˙Ismail ˙Ilkan Ceylan, Mikhail Galkin, Juan L Reutter, and Miguel Romero Orth
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.817066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7ba94dd3-ac8c-4a26-9b97-d48e32234c6a · outbound
This paper cites Hyper: A foundation model for inductive link prediction with knowledge hypergraphs.
RelAgent: LLM Agents as Data Scientists for Relational Learning Hyper: A foundation model for inductive link prediction with knowledge hypergraphs
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.760771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6b8f26d6-a784-4704-80e4-86f2e9a175ea · outbound
This paper cites TRIX: A more expressive model for zero-shot domain transfer in knowledge graphs.
RelAgent: LLM Agents as Data Scientists for Relational Learning TRIX: A more expressive model for zero-shot domain transfer in knowledge graphs
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.776504Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4f7698fb-c28a-403d-b5c3-94f23186c112 · outbound
This paper cites Flock: A knowledge graph foundation model via learning on random walks.
RelAgent: LLM Agents as Data Scientists for Relational Learning Flock: A knowledge graph foundation model via learning on random walks
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.780665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 94a3999b-e89e-46a7-b80d-a37484ff1eed · outbound
This paper cites Tabert: Pretraining for joint understanding of textual and tabular data.
RelAgent: LLM Agents as Data Scientists for Relational Learning Tabert: Pretraining for joint understanding of textual and tabular data
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.825349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 76070979-a444-4337-90be-31b46a2092d2 · outbound
This paper cites Tapex: Table pre-training via learning a neural sql executor.
RelAgent: LLM Agents as Data Scientists for Relational Learning Tapex: Table pre-training via learning a neural sql executor
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.788469Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 069c459c-f093-4961-b070-a9b44575acb3 · outbound
This paper cites Tabllm: Few-shot classification of tabular data with large language models.
RelAgent: LLM Agents as Data Scientists for Relational Learning Tabllm: Few-shot classification of tabular data with large language models
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.868208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5478106d-1dc6-4055-89aa-44acac8c2086 · outbound
This paper cites Din-sql: Decomposed in-context learning of text-to-sql with self-correction.
RelAgent: LLM Agents as Data Scientists for Relational Learning Din-sql: Decomposed in-context learning of text-to-sql with self-correction
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.884657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5ede54e8-5880-4d50-9c66-1bd67c82a6a0 · outbound
This paper cites Graphgpt: graph instruction tuning for large language models.
RelAgent: LLM Agents as Data Scientists for Relational Learning Graphgpt: graph instruction tuning for large language models
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.914798Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bc61088d-39c5-4d58-aae8-32ab58a97a61 · outbound
This paper cites Language is all a graph needs.EACL.
RelAgent: LLM Agents as Data Scientists for Relational Learning Language is all a graph needs.EACL
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.893216Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 34689e02-ce2b-4125-b633-3e8375f69663 · outbound
This paper cites Graphicl: Unlocking graph learning potential in llms through structured prompt design.
RelAgent: LLM Agents as Data Scientists for Relational Learning Graphicl: Unlocking graph learning potential in llms through structured prompt design
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.923833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7ac7f3aa-463d-4365-a886-0aa0b7005a32 · outbound
This paper cites Let Your Graph Do the Talking: Encoding Structured Data for LLMs.
RelAgent: LLM Agents as Data Scientists for Relational Learning Let Your Graph Do the Talking: Encoding Structured Data for LLMs
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T03:15:56.322694Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 18373e78-c3ed-46d2-976d-9d7e378694c3 · outbound
This paper cites Llaga: Large language and graph assistant.
RelAgent: LLM Agents as Data Scientists for Relational Learning Llaga: Large language and graph assistant
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.971457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 95bf461b-0982-4ec3-aaad-0857e10b6772 · outbound
This paper cites React: Synergizing reasoning and acting in language models.
RelAgent: LLM Agents as Data Scientists for Relational Learning React: Synergizing reasoning and acting in language models
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.859527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 66a1a31e-8bbb-41d9-bc94-4fba12dcfdc1 · outbound
This paper cites Toolformer: Language models can teach themselves to use tools.
RelAgent: LLM Agents as Data Scientists for Relational Learning Toolformer: Language models can teach themselves to use tools
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.955239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b786a9db-9f8c-483b-bb05-73e09956d79a · outbound
This paper cites Plan-and-solve prompting: Improving zero-shot chain-of-thought reasoning by large language models.
RelAgent: LLM Agents as Data Scientists for Relational Learning Plan-and-solve prompting: Improving zero-shot chain-of-thought reasoning by large language models
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.932012Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation db7e5731-6b0c-4bb4-8a78-7cec90751223 · outbound
This paper cites Reflexion: language agents with verbal reinforcement learning.
RelAgent: LLM Agents as Data Scientists for Relational Learning Reflexion: language agents with verbal reinforcement learning
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.981922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c416f193-d112-4800-9f84-8ecbc0e5043a · outbound
This paper cites Graphtool- instruction: Revolutionizing graph reasoning in llms through decomposed subtask instruction.
RelAgent: LLM Agents as Data Scientists for Relational Learning Graphtool- instruction: Revolutionizing graph reasoning in llms through decomposed subtask instruction
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.937800Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cdb166bf-77a7-4a8c-843c-ee0aaedf4545 · outbound
This paper cites Actions speak louder than prompts: A large-scale study of llms for graph inference.
RelAgent: LLM Agents as Data Scientists for Relational Learning Actions speak louder than prompts: A large-scale study of llms for graph inference
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.941665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c0cd49b7-6945-4aa4-ae37-b66db0878fd6 · outbound
This paper cites Large language models for automated data science: Introducing caafe for context-aware automated feature engineering.
RelAgent: LLM Agents as Data Scientists for Relational Learning Large language models for automated data science: Introducing caafe for context-aware automated feature engineering
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.905949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation eb7c59d2-05b6-428c-879d-7a737c56c025 · outbound
This paper cites Large language models can automatically engineer features for few-shot tabular learning.
RelAgent: LLM Agents as Data Scientists for Relational Learning Large language models can automatically engineer features for few-shot tabular learning
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.945068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ab1df4dd-a087-4d58-98a5-9ec2ca7a64a6 · outbound
This paper cites LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers.
RelAgent: LLM Agents as Data Scientists for Relational Learning LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T02:44:45.366216Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5dbbcac2-35f5-4a25-b140-f33effcc4267 · outbound
This paper cites Optimized feature generation for tabular data via LLMs with decision tree reasoning.
RelAgent: LLM Agents as Data Scientists for Relational Learning Optimized feature generation for tabular data via LLMs with decision tree reasoning
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.993402Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1c3c760d-e216-44d6-86b5-d9d005314a3d · outbound
This paper cites Refuge: Feature generation for prediction tasks on relational databases with llm agents.
RelAgent: LLM Agents as Data Scientists for Relational Learning Refuge: Feature generation for prediction tasks on relational databases with llm agents
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.863467Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ef20b58a-66c8-409b-b170-6f274d1e821c · outbound
This paper cites 4dbinfer: A 4d benchmarking toolbox for graph-centric predictive modeling on rdbs.
RelAgent: LLM Agents as Data Scientists for Relational Learning 4dbinfer: A 4d benchmarking toolbox for graph-centric predictive modeling on rdbs
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.928441Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 406410ad-53bb-444d-b15a-ce180a12cccf · outbound
This paper cites Corso, L.
RelAgent: LLM Agents as Data Scientists for Relational Learning Corso, L
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.876753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ce78e9bb-7f10-4f5f-b65e-1aefe0865c09 · outbound
This paper cites Heterogeneous graph transformer.
RelAgent: LLM Agents as Data Scientists for Relational Learning Heterogeneous graph transformer
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.989634Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9d9427c4-fc1c-4add-89eb-6ec7d69c3508 · outbound
This paper cites Introducing gpt-5.2.
RelAgent: LLM Agents as Data Scientists for Relational Learning Introducing gpt-5.2
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.967743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 852418fc-c335-4b83-854a-ba2d2a19feab · outbound
This paper cites Camel: Communicative agents for" mind" exploration of large language model society.
RelAgent: LLM Agents as Data Scientists for Relational Learning Camel: Communicative agents for" mind" exploration of large language model society
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.986199Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 48f63942-7101-43f8-bf01-cf292f978c0a · outbound
This paper cites an unresolved cited work.
RelAgent: LLM Agents as Data Scientists for Relational Learning Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T12:20:07.978383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3c6a7525-e88f-4d84-bbcb-5d8597b4a4f9 · outbound
This paper cites Random forests.Machine learning.
RelAgent: LLM Agents as Data Scientists for Relational Learning Random forests.Machine learning
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:08.000720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f4f55483-5710-4242-a3f9-5ebad75059a9 · outbound
This paper cites Dart: Dropouts meet multiple additive regression trees.
RelAgent: LLM Agents as Data Scientists for Relational Learning Dart: Dropouts meet multiple additive regression trees
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.888997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0d263715-2c80-49e0-847f-5e7cdc97f65e · outbound
This paper cites CatBoost: unbiased boosting with categorical features.
RelAgent: LLM Agents as Data Scientists for Relational Learning CatBoost: unbiased boosting with categorical features
Reference 55
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T03:15:56.314783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 648f4922-b3bf-48f2-bb59-654db8c8bf27 · outbound
This paper cites Deepseek-v4: Towards highly efficient million-token context in- telligence.
RelAgent: LLM Agents as Data Scientists for Relational Learning Deepseek-v4: Towards highly efficient million-token context in- telligence
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.872878Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d35c2758-ab69-4e21-a923-c5af3dceefe1 · outbound
This paper cites Qwen3 Technical Report.
RelAgent: LLM Agents as Data Scientists for Relational Learning Qwen3 Technical Report
Reference 57
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T03:15:56.310364Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8dac4807-49a2-4e9f-8af5-f17ccd799b35 · outbound
This paper cites DeepSeek API pricing.
RelAgent: LLM Agents as Data Scientists for Relational Learning DeepSeek API pricing
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.910517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dcefc9e9-8e45-4a95-bdd5-d0c530a276f0 · outbound
This paper cites Discovery trial.
RelAgent: LLM Agents as Data Scientists for Relational Learning Discovery trial
Reference 59
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-14T12:20:07.897285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 98407d6c-009e-4dc7-b671-d3a9b4a042e2 · outbound
This paper cites an unresolved cited work.
RelAgent: LLM Agents as Data Scientists for Relational Learning Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T12:20:07.880676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 04484961-f4f4-4381-a98d-74dcb829cfad · outbound
This paper cites an unresolved cited work.
RelAgent: LLM Agents as Data Scientists for Relational Learning Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T12:20:08.004514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d473c7a2-955f-4a2b-9965-0ee9510d2f86 · outbound
This paper cites an unresolved cited work.
RelAgent: LLM Agents as Data Scientists for Relational Learning Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T12:20:07.959703Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 18e4ac6d-dade-4c9b-8bf9-a4e6f07900d9 · outbound
This paper cites Do NOT guess table/column names.
RelAgent: LLM Agents as Data Scientists for Relational Learning Do NOT guess table/column names
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.919180Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9b8f55df-4711-4c3c-a046-5528c73436c5 · outbound
This paper cites Fast, strong default.
RelAgent: LLM Agents as Data Scientists for Relational Learning Fast, strong default
Reference 64
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-14T12:20:07.974794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 66475002-6b3f-4d85-a408-b74ed448b983 · outbound
This paper cites Config: same keys as gbdt.
RelAgent: LLM Agents as Data Scientists for Relational Learning Config: same keys as gbdt
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.901689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e9ca719f-ca56-47ef-a2da-be3685abf4f5 · outbound
This paper cites Config: same keys as gbdt.
RelAgent: LLM Agents as Data Scientists for Relational Learning Config: same keys as gbdt
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.997139Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f170ad2e-dd97-4b0e-ae13-d5a077a7c3d1 · outbound
This paper cites Config: same keys as gbdt.
RelAgent: LLM Agents as Data Scientists for Relational Learning Config: same keys as gbdt
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:07.964081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 379ddc90-9cbd-4d02-9ddd-c0944a4b9ad2 · outbound
This paper cites an unresolved cited work.
RelAgent: LLM Agents as Data Scientists for Relational Learning Unresolved cited work
Reference 68
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-14T12:20:08.030893Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 72156c65-e108-4f58-bebf-e061da135f8d · outbound
This paper cites xgb_dart.
RelAgent: LLM Agents as Data Scientists for Relational Learning xgb_dart
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:08.045506Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d2dea557-018c-4f6c-9751-8359a7d49c1d · outbound
This paper cites catboost.
RelAgent: LLM Agents as Data Scientists for Relational Learning catboost
Reference 70
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-14T12:20:08.019498Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1f4661a6-327d-438c-90df-055ef46446a0 · outbound
This paper cites regression_l1.
RelAgent: LLM Agents as Data Scientists for Relational Learning regression_l1
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:08.057220Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cb1c5379-300b-4dfc-b234-d914ec7ffe95 · outbound
This paper cites Config: same keys as gbdt (including objective).
RelAgent: LLM Agents as Data Scientists for Relational Learning Config: same keys as gbdt (including objective)
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:08.041748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 966002a8-7430-48ed-96ea-0901597bce73 · outbound
This paper cites Config: same keys as gbdt (including objective).
RelAgent: LLM Agents as Data Scientists for Relational Learning Config: same keys as gbdt (including objective)
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:08.015786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e44510bc-9b5f-46df-9322-bc076ba9da6d · outbound
This paper cites Config: same keys as gbdt (including objective).
RelAgent: LLM Agents as Data Scientists for Relational Learning Config: same keys as gbdt (including objective)
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:08.023517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d2a04590-3142-4103-8102-f5112c7a2260 · outbound
This paper cites reg:absoluteerror.
RelAgent: LLM Agents as Data Scientists for Relational Learning reg:absoluteerror
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:08.037405Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a5f45d98-6317-4d55-af76-82976d3fce7c · outbound
This paper cites xgb_dart.
RelAgent: LLM Agents as Data Scientists for Relational Learning xgb_dart
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:08.008074Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7eeb26c0-29dc-46fc-b6f8-9f2b57b714ba · outbound
This paper cites catboost.
RelAgent: LLM Agents as Data Scientists for Relational Learning catboost
Reference 77
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-14T12:20:08.011891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d6196a5e-2d81-4033-b7ac-2bb34e246d57 · outbound
This paper cites an unresolved cited work.
RelAgent: LLM Agents as Data Scientists for Relational Learning Unresolved cited work
Reference 78
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T12:20:08.034181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 566a6436-7de1-48dc-878b-829e9342c013 · outbound
This paper cites an unresolved cited work.
RelAgent: LLM Agents as Data Scientists for Relational Learning Unresolved cited work
Reference 79
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T12:20:08.027590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation db42faee-a932-4d02-a84f-d6ccdf139e05 · outbound
This paper cites an unresolved cited work.
RelAgent: LLM Agents as Data Scientists for Relational Learning Unresolved cited work
Reference 80
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T12:20:08.053306Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8a3ce31b-f553-470f-b27b-5ce86aef9fd4 · outbound
This paper cites an unresolved cited work.
RelAgent: LLM Agents as Data Scientists for Relational Learning Unresolved cited work
Reference 81
- Resolution
- unresolved
- raw_fallback, observed 2026-05-14T12:20:08.060829Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 13947f88-4702-4562-947a-0ab7d5e1d188 · outbound
This paper cites name": "basic_stats.
RelAgent: LLM Agents as Data Scientists for Relational Learning name": "basic_stats
Reference 82
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-14T12:20:08.050034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Pith citing papers
Observation 1a203f10-2e7c-46c5-9a22-19245489e862 · inbound
Parameter-Free Encoders Remain Viable for RDB Foundation Models cites this paper.
Parameter-Free Encoders Remain Viable for RDB Foundation Models RelAgent: LLM Agents as Data Scientists for Relational Learning
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T11:47:14.742492Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d43f7468-df79-448b-845f-dc48dba1b3ce · inbound
Parameter-Free Encoders Remain Viable for RDB Foundation Models cites this paper.
Parameter-Free Encoders Remain Viable for RDB Foundation Models RelAgent: LLM Agents as Data Scientists for Relational Learning
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T08:36:03.120678Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.