Can Graph Learning Learn Circuits? | Paper Citation Record

Observation e1d4a532-70bb-49d3-877c-bc05b6b3c4bc · outbound

This paper cites Attribution Patching Outperforms Automated Circuit Discovery.

Can Graph Learning Learn Circuits? Attribution Patching Outperforms Automated Circuit Discovery

Reference 1

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Observation 0fee7cb9-cf9b-4cd4-ae86-68d651d68cf3 · outbound

This paper cites Have Faith in Faithfulness: Going Beyond Circuit Overlap When Finding Model Mechanisms.

Can Graph Learning Learn Circuits? Have Faith in Faithfulness: Going Beyond Circuit Overlap When Finding Model Mechanisms

Reference 2

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Observation 27e97733-56b5-404b-9721-0a60873cb444 · outbound

This paper cites MIB: A Mechanistic Interpretability Benchmark.

Can Graph Learning Learn Circuits? MIB: A Mechanistic Interpretability Benchmark

Reference 3

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Observation 8df75783-0fd4-4031-b6f0-0cd2d3185627 · outbound

This paper cites Finding Trans- former Circuits With Edge Pruning.

Can Graph Learning Learn Circuits? Finding Trans- former Circuits With Edge Pruning

Reference 4

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Observation 60723134-24ef-44fa-b2ae-aa21314dec75 · outbound

This paper cites Low-Complexity Probing via Finding Sub- networks.

Can Graph Learning Learn Circuits? Low-Complexity Probing via Finding Sub- networks

Reference 5

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Observation c53e7713-7ba2-4869-8a4e-13aed99fa81c · outbound

This paper cites BlackboxNLP-2025 MIB Shared Task: Exploring Ensemble Strategies for Circuit Localization Methods.

Can Graph Learning Learn Circuits? BlackboxNLP-2025 MIB Shared Task: Exploring Ensemble Strategies for Circuit Localization Methods

Reference 6

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Observation 3689c803-8738-4131-b8cc-136829703d1a · outbound

This paper cites Towards Automated Circuit Discovery for Mechanistic Interpretability.

Can Graph Learning Learn Circuits? Towards Automated Circuit Discovery for Mechanistic Interpretability

Reference 7

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Observation 52be49bd-c88d-429b-87dc-cbe75929a610 · outbound

This paper cites Graph Metanetworks for Processing Diverse Neural Architectures.

Can Graph Learning Learn Circuits? Graph Metanetworks for Processing Diverse Neural Architectures

Reference 8

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Observation 05dba6fa-ee49-4dad-936c-b777310402f3 · outbound

This paper cites A Survey of Weight Space Learning: Understanding, Representation, and Generation, 2026.

Can Graph Learning Learn Circuits? A Survey of Weight Space Learning: Understanding, Representation, and Generation, 2026

Reference 9

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Observation b47d568a-e462-45f8-849b-e6e39319e3bc · outbound

This paper cites Zico Kolter, and Chelsea Finn.

Can Graph Learning Learn Circuits? Zico Kolter, and Chelsea Finn

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.682196Z

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Observation 9327b8ee-2c3b-46b9-a11d-f8e0025a4243 · outbound

This paper cites Parameterized Explainer for Graph Neural Network.

Can Graph Learning Learn Circuits? Parameterized Explainer for Graph Neural Network

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.666498Z

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Observation fc26b19f-83d3-4fba-a9a5-94be45d3adcd · outbound

This paper cites InterpBench: Semi- Synthetic Transformers for Evaluating Mechanistic Interpretability Techniques.

Can Graph Learning Learn Circuits? InterpBench: Semi- Synthetic Transformers for Evaluating Mechanistic Interpretability Techniques

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T04:37:21.306240Z

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Observation 9d0f884c-225d-413d-974a-b0033008bec7 · outbound

This paper cites an unresolved cited work.

Can Graph Learning Learn Circuits? Unresolved cited work

Reference 13

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Observation 853c39b7-3a91-4fcb-8f50-b870553a8445 · outbound

This paper cites Springer International Publishing, 2013.

Can Graph Learning Learn Circuits? Springer International Publishing, 2013

Reference 14

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Observation d7ca7554-9664-4b18-b3dc-925f60a992c3 · outbound

This paper cites Improving Graph Neural Networks on Multi-node Tasks with the Labeling Trick.Journal of Machine Learning Research, 26(23):1–44, 2025.

Can Graph Learning Learn Circuits? Improving Graph Neural Networks on Multi-node Tasks with the Labeling Trick.Journal of Machine Learning Research, 26(23):1–44, 2025

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.636711Z

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Observation 9d948280-a56c-42f9-b26f-3c668d3667cb · outbound

This paper cites Accurate predictions on small data with a tabular foundation model.Nature, 637(8045):319–326, January 2025.

Can Graph Learning Learn Circuits? Accurate predictions on small data with a tabular foundation model.Nature, 637(8045):319–326, January 2025

Reference 16

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Observation 2dbd728c-7bea-4d14-b799-7efe7fb72122 · outbound

This paper cites Bronstein.

Can Graph Learning Learn Circuits? Bronstein

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.621323Z

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Observation 1e1acd43-2bf4-457c-af53-ca4bfb6ed403 · outbound

This paper cites Transformers over Directed Acyclic Graphs.

Can Graph Learning Learn Circuits? Transformers over Directed Acyclic Graphs

Reference 18

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Observation 71af5413-9593-40eb-a35d-472deb2efe37 · outbound

This paper cites Deep Sets.

Can Graph Learning Learn Circuits? Deep Sets

Reference 19

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Observation 3601e0c6-04ed-4b92-8495-190d5ac7dd31 · outbound

This paper cites A Mathematical Framework for Transformer Circuits.Transformer Circuits Thread,.

Can Graph Learning Learn Circuits? A Mathematical Framework for Transformer Circuits.Transformer Circuits Thread,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.562991Z

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Observation 295d127f-ebb1-47a7-9025-363dca0e9df1 · outbound

This paper cites Graph Foundation Models: A Comprehensive Survey.

Can Graph Learning Learn Circuits? Graph Foundation Models: A Comprehensive Survey

Reference 21

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Observation 55d309d8-82ba-43da-bce4-1436571c8a67 · outbound

This paper cites Thinking Like Transformers.

Can Graph Learning Learn Circuits? Thinking Like Transformers

Reference 22

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Observation a5e6b2a9-8545-436e-b3ed-a566fa2190b6 · outbound

This paper cites Tracr: Compiled Transformers as a Laboratory for Interpretability.

Can Graph Learning Learn Circuits? Tracr: Compiled Transformers as a Laboratory for Interpretability

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.518577Z

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Observation d2e91547-98cd-4a00-bd53-88ce1cadaf1a · outbound

This paper cites TracrBench: Generating Interpretability Testbeds with Large Language Models.

Can Graph Learning Learn Circuits? TracrBench: Generating Interpretability Testbeds with Large Language Models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.504281Z

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Observation ffa1121c-52f6-4419-bd8c-f589eaf1d8c4 · outbound

This paper cites 2, 10, 11, 12.

Can Graph Learning Learn Circuits? 2, 10, 11, 12

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.547700Z

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Observation 69b694da-fae1-4737-bb25-462b405723f5 · outbound

This paper cites Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models.

Can Graph Learning Learn Circuits? Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T04:37:21.376911Z

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Observation 5e05e72c-9b97-45c4-8873-d2ecd6403f03 · outbound

This paper cites Is This the Sub- space You Are Looking for? An Interpretability Illusion for Subspace Activation Patch- ing.

Can Graph Learning Learn Circuits? Is This the Sub- space You Are Looking for? An Interpretability Illusion for Subspace Activation Patch- ing

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.474050Z

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Observation 29e8dbdf-9072-41e2-9482-24fbfcd9ccf3 · outbound

This paper cites Beyond Components: Singular Vector-Based Interpretability of Transformer Circuits.

Can Graph Learning Learn Circuits? Beyond Components: Singular Vector-Based Interpretability of Transformer Circuits

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.457935Z

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Observation 83238a52-3331-4ad6-b1c5-ca30a3041f7c · outbound

This paper cites PyTorch Geometric Signed Directed: A Software Package on Graph Neural Networks for Signed and Directed Graphs.

Can Graph Learning Learn Circuits? PyTorch Geometric Signed Directed: A Software Package on Graph Neural Networks for Signed and Directed Graphs

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.444415Z

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Observation a708962c-0d72-49b5-bd47-322980e88b87 · outbound

This paper cites Attention is All you Need.

Can Graph Learning Learn Circuits? Attention is All you Need

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.488668Z

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Observation 88802f1f-8eb7-4a5f-8fab-b9b900549706 · outbound

This paper cites Nonlinear Laplacians Improve Signed-Directed Graph Learning.

Can Graph Learning Learn Circuits? Nonlinear Laplacians Improve Signed-Directed Graph Learning

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.412601Z

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Observation a166f29b-2107-4430-a607-b99ad68bdf1a · outbound

This paper cites Billion-Scale Graph Foundation Models.

Can Graph Learning Learn Circuits? Billion-Scale Graph Foundation Models

Reference 32

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Observation d65bfa68-c197-4e7d-8da7-5a51af479eba · outbound

This paper cites Generalized Linear Mode Connectivity for Transformers.

Can Graph Learning Learn Circuits? Generalized Linear Mode Connectivity for Transformers

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.396315Z

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Observation 4b8ccba5-4b28-497f-8be1-5d3ed78cada0 · outbound

This paper cites Fast Graph Representation Learning with PyTorch Geometric.

Can Graph Learning Learn Circuits? Fast Graph Representation Learning with PyTorch Geometric

Reference 34

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Observation 0f2cf9a2-2849-4e82-b253-f0e1100e2ba5 · outbound

This paper cites MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian.

Can Graph Learning Learn Circuits? MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.428780Z

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Observation 152d333d-96d6-4043-8e76-b6e23dcc04ee · outbound

This paper cites Hamilton, Jan Eric Lenssen, Gaurav Rattan, and Martin Grohe.

Can Graph Learning Learn Circuits? Hamilton, Jan Eric Lenssen, Gaurav Rattan, and Martin Grohe

Reference 36

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Observation 9bf6c61d-0e62-4ab4-9728-91a4c6301a2c · outbound

This paper cites Scalable Message Passing Neural Networks: No Need for Attention in Large Graph Representation Learning, 2026.

Can Graph Learning Learn Circuits? Scalable Message Passing Neural Networks: No Need for Attention in Large Graph Representation Learning, 2026

Reference 37

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Observation 7c1ee772-7bf7-4b08-ab9d-b301a71d4f82 · outbound

This paper cites Rethinking Attention with Performers.

Can Graph Learning Learn Circuits? Rethinking Attention with Performers

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.370237Z

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Observation 2cb74097-ae8b-46c4-9f65-f7b6df5d169b · outbound

This paper cites Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention.

Can Graph Learning Learn Circuits? Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.356746Z

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Observation 3b7ffa52-3ad2-4dcb-9887-058acc966076 · outbound

This paper cites PyG 2.0: Scalable Learning on Real World Graphs.

Can Graph Learning Learn Circuits? PyG 2.0: Scalable Learning on Real World Graphs

Reference 40

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Observation fefa0053-7862-44cf-93e4-6ffe6d9bf6b5 · outbound

This paper cites Rethinking Circuit Complete- ness in Language Models: AND, OR, and ADDER Gates.

Can Graph Learning Learn Circuits? Rethinking Circuit Complete- ness in Language Models: AND, OR, and ADDER Gates

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.311707Z

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Observation a421b84a-53e8-4742-a963-516ccfb00932 · outbound

This paper cites Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 Small.

Can Graph Learning Learn Circuits? Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 Small

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.296946Z

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Observation a5732011-4f82-4cbc-b1b4-0bad6db031a1 · outbound

This paper cites The Hydra Effect: Emergent Self-repair in Language Model Computations.

Can Graph Learning Learn Circuits? The Hydra Effect: Emergent Self-repair in Language Model Computations

Reference 43

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Observation 9b9496cb-a837-4cb9-86b7-1ab9ca0ba9e3 · outbound

This paper cites Explorations of Self-Repair in Language Models.

Can Graph Learning Learn Circuits? Explorations of Self-Repair in Language Models

Reference 44

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Observation cb26cb9e-224a-4248-9bc3-1e410a1285fd · outbound

This paper cites Janizek, Pascal Sturmfels, and Su-In Lee.

Can Graph Learning Learn Circuits? Janizek, Pascal Sturmfels, and Su-In Lee

Reference 45

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Observation 177cffa4-5a57-4fd5-bcae-e34550e8c5a0 · outbound

This paper cites an unresolved cited work.

Can Graph Learning Learn Circuits? Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:37:22.328169Z

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Observation aedab491-bb82-450f-9745-760b271543e4 · outbound

This paper cites MechRL: Reinforcement Learning Agents Perform Circuit Discovery for Mechanistic Interpretability.

Can Graph Learning Learn Circuits? MechRL: Reinforcement Learning Agents Perform Circuit Discovery for Mechanistic Interpretability

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:37:21.896236Z

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Observation 32c9eee7-8580-4b62-9ecb-554c6d551305 · outbound

This paper cites Differentiable Faithfulness Alignment for Cross-Model Circuit Transfer.

Can Graph Learning Learn Circuits? Differentiable Faithfulness Alignment for Cross-Model Circuit Transfer

Reference 48

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T04:37:21.876693Z

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Observation 0f1ecc33-ddcc-45b6-8d44-d62227ceb436 · outbound

This paper cites Derpanis.

Can Graph Learning Learn Circuits? Derpanis

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.269714Z

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Observation 03eb8192-d1f7-4049-a166-38bb3fb3c4a8 · outbound

This paper cites Scalable Circuit Learning for Interpreting Large Language Models, 2026.

Can Graph Learning Learn Circuits? Scalable Circuit Learning for Interpreting Large Language Models, 2026

Reference 50

Resolution: verified exact; raw_fallback, observed 2026-08-14T04:37:21.857720Z

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Observation 41e969de-101e-474d-b37a-611e6ee82e1f · outbound

This paper cites Copy Suppression: Comprehensively Understanding an Attention Head.

Can Graph Learning Learn Circuits? Copy Suppression: Comprehensively Understanding an Attention Head

Reference 51

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Observation 109ee3f0-6825-4255-ab04-97f4660f98ee · outbound

This paper cites Blelloch.

Can Graph Learning Learn Circuits? Blelloch

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-14T04:37:21.474409Z

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Observation b9184a4c-229a-4c71-9d13-5da7f9107be8 · outbound

This paper cites Interpreting Graph Neural Net- works for NLP With Differentiable Edge Masking.

Can Graph Learning Learn Circuits? Interpreting Graph Neural Net- works for NLP With Differentiable Edge Masking

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.228409Z

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Observation 87acb156-e90b-4ca9-83b0-defcab465eba · outbound

This paper cites Generative Causal Explanations for Graph Neural Networks.

Can Graph Learning Learn Circuits? Generative Causal Explanations for Graph Neural Networks

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.214979Z

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Observation 9a9e62c2-771e-4207-af9e-1500d9c8b42c · outbound

This paper cites GFT: Graph Foundation Model with Transferable Tree V ocabulary.

Can Graph Learning Learn Circuits? GFT: Graph Foundation Model with Transferable Tree V ocabulary

Reference 55

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Observation f17e353f-45ed-4829-8aeb-c9276433f9fb · outbound

This paper cites Equivariance Every- where All At Once: A Recipe for Graph Foundation Models.

Can Graph Learning Learn Circuits? Equivariance Every- where All At Once: A Recipe for Graph Foundation Models

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.201326Z

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Observation e57301d1-ecc6-441c-9e34-bc605aec5809 · outbound

This paper cites GNNExplainer: Generating Explanations for Graph Neural Networks.

Can Graph Learning Learn Circuits? GNNExplainer: Generating Explanations for Graph Neural Networks

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.255857Z

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This paper cites On Explainability of Graph Neural Networks via Subgraph Explorations.

Can Graph Learning Learn Circuits? On Explainability of Graph Neural Networks via Subgraph Explorations

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.242032Z

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This paper cites Discovering Interpretable Algorithms by Decompiling Transformers to RASP.

Can Graph Learning Learn Circuits? Discovering Interpretable Algorithms by Decompiling Transformers to RASP

Reference 59

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Observation 51e2d7cb-f04b-42bf-b9ef-77e552f62c20 · outbound

This paper cites Compact Proofs of Model Performance via Mechanistic Interpretability.

Can Graph Learning Learn Circuits? Compact Proofs of Model Performance via Mechanistic Interpretability

Reference 60

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This paper cites reads” information from the residual stream through a projection W ∗ I , and (ii) “writes.

Can Graph Learning Learn Circuits? reads” information from the residual stream through a projection W ∗ I , and (ii) “writes

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.144982Z

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This paper cites Learning Transformer Programs.

Can Graph Learning Learn Circuits? Learning Transformer Programs

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.187298Z

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Can Graph Learning Learn Circuits? Neural Decompiling of Tracr Transformers

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.173468Z

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Observation 87a54a9a-c4f3-4475-af35-9aaecaa7f131 · outbound

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Can Graph Learning Learn Circuits? Unresolved cited work

Reference 68

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Observation c5345fb4-234f-4f31-a415-2e19164ea331 · outbound

This paper cites 17 Can Graph Learning Learn Circuits?.

Can Graph Learning Learn Circuits? 17 Can Graph Learning Learn Circuits?

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.116970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f2b127a1-887f-43f1-996a-c8313292f1c5 · outbound

This paper cites median [Q1–Q3].

Can Graph Learning Learn Circuits? median [Q1–Q3]

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.103437Z

Source-reported events for the cited work

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Observation ecb1f414-d199-4220-9431-b20550ee1513 · outbound

This paper cites an unresolved cited work.

Can Graph Learning Learn Circuits? Unresolved cited work

Reference 2017

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:37:22.576912Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3a95af57-488f-4b82-b75b-17e099157177 · outbound

This paper cites 2, 3, 16, 17, 24, 25.

Can Graph Learning Learn Circuits? 2, 3, 16, 17, 24, 25

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:37:22.651583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9296fecf-42ff-475a-b277-b7b8821dd80f · outbound

This paper cites doi: 10.18653/v1/2021.naacl-main.74.

Can Graph Learning Learn Circuits? doi: 10.18653/v1/2021.naacl-main.74

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-14T04:37:21.266891Z

Source-reported events for the cited work

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Observation 83d18bfd-814e-4c86-a978-ce6330548b63 · outbound

This paper cites doi: 10.18653/v1/2024.blackboxnlp-1.25.

Can Graph Learning Learn Circuits? doi: 10.18653/v1/2024.blackboxnlp-1.25

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-14T04:37:21.240962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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