Paper Citation Record · LEDGER

What makes a good feedforward computational graph?

As of 9 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2502.06751.

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

pith.paper-citation-record.v1
2502.06751 v2

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:33:16.051595Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

verified exact2
verified fuzzy22
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 399332e7-b3a9-42d1-8980-7c15a6b32323 · outbound

This paper cites and Yahav, E.

What makes a good feedforward computational graph? and Yahav, E

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.904508Z

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Unavailable: canonical work link unavailable.

Observation 4bc32913-3967-4e49-bc17-6df3db97ffb1 · outbound

This paper cites DiffWire: Inductive Graph Rewiring via the Lov\'asz Bound.

What makes a good feedforward computational graph? DiffWire: Inductive Graph Rewiring via the Lov\'asz Bound

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.907850Z

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Observation 9ac8b5b5-b1fd-49dc-97f6-850432e14429 · outbound

This paper cites an unresolved cited work.

What makes a good feedforward computational graph? Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T14:33:16.413198Z

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Observation 4db36c97-849e-496b-a3db-ce69159bb1f2 · outbound

This paper cites Transformers need glasses! Information over-squashing in language tasks.

What makes a good feedforward computational graph? Transformers need glasses! Information over-squashing in language tasks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.914184Z

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Observation 238cf614-b57b-48a4-8519-41684ab6b40a · outbound

This paper cites V., Monet, M., Pérez, J., Reutter, J., and Silva, J.

What makes a good feedforward computational graph? V., Monet, M., Pérez, J., Reutter, J., and Silva, J

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.405754Z

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Observation 09b6e296-c660-469f-afaf-c68360f07c8d · outbound

This paper cites A Note on Over-Smoothing for Graph Neural Networks.

What makes a good feedforward computational graph? A Note on Over-Smoothing for Graph Neural Networks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.919869Z

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Observation c8917387-9b64-4df0-aeb8-d42ff2b5e0b4 · outbound

This paper cites Higher-Order Expander Graph Propagation.

What makes a good feedforward computational graph? Higher-Order Expander Graph Propagation

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-08T14:33:16.158316Z

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Observation 0e758dda-d4a6-4591-948b-0e433b1baf52 · outbound

This paper cites an unresolved cited work.

What makes a good feedforward computational graph? Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.926444Z

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Observation dabc7f11-5989-449f-95de-cfd80c2ee91c · outbound

This paper cites and Grabowski,.

What makes a good feedforward computational graph? and Grabowski,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.393767Z

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Observation 17d5f14f-7b5d-470f-8b59-c48f4432ba29 · outbound

This paper cites Expander graph propagation.

What makes a good feedforward computational graph? Expander graph propagation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.386322Z

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Observation eb297e29-097c-4ec7-8e30-ffa7ffbe3757 · outbound

This paper cites Understanding convolution on graphs via energies.

What makes a good feedforward computational graph? Understanding convolution on graphs via energies

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.934076Z

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Observation f614cc9c-bbdc-42e0-9e8a-24e0939585d6 · outbound

This paper cites K., Bronstein, M., Deac, A., Lackenby, M., Mishra, S., and Veli c kovi \'c , P.

What makes a good feedforward computational graph? K., Bronstein, M., Deac, A., Lackenby, M., Mishra, S., and Veli c kovi \'c , P

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.378610Z

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Observation 7cb3e4a5-ec1c-4173-975a-0efe46ff8f88 · outbound

This paper cites On the evolution of random graphs.

What makes a good feedforward computational graph? On the evolution of random graphs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.940170Z

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Observation 3e255e3d-927d-4f08-b9f7-df8060f32cc6 · outbound

This paper cites Speeding up random walk mixing by starting from a uniform vertex.

What makes a good feedforward computational graph? Speeding up random walk mixing by starting from a uniform vertex

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.366025Z

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Observation 2d4d74b4-0dbc-4d95-abab-e3fa7bbf9d50 · outbound

This paper cites and Weber, M.

What makes a good feedforward computational graph? and Weber, M

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.358023Z

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Observation a6143c2a-b1e7-4895-9ff0-3692af0e7653 · outbound

This paper cites Diffusion improves graph learning.

What makes a good feedforward computational graph? Diffusion improves graph learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.947748Z

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Observation bebc6444-21be-4b49-8674-c3878520baf8 · outbound

This paper cites Theoretical limitations of self-attention in neural sequence models.

What makes a good feedforward computational graph? Theoretical limitations of self-attention in neural sequence models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.950462Z

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Observation 6a4e2887-9e10-4e66-ab0f-1d75303909ac · outbound

This paper cites Deep residual learning for image recognition.

What makes a good feedforward computational graph? Deep residual learning for image recognition

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.953201Z

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Observation 97d699b2-0d68-4309-9e3e-7b1e7cfb0b45 · outbound

This paper cites Temporal graph benchmark for machine learning on temporal graphs.

What makes a good feedforward computational graph? Temporal graph benchmark for machine learning on temporal graphs

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.338773Z

Source-reported events for the cited work

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Observation e7edf931-42d1-4b16-b094-e416fe5c754b · outbound

This paper cites Not too little, not too much: a theoretical analysis of graph (over) smoothing.

What makes a good feedforward computational graph? Not too little, not too much: a theoretical analysis of graph (over) smoothing

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.331117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e50a8057-42ac-4f97-ad9d-e92a09eb5f9e · outbound

This paper cites Transformers Provably Solve Parity Efficiently with Chain of Thought.

What makes a good feedforward computational graph? Transformers Provably Solve Parity Efficiently with Chain of Thought

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.961026Z

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Observation 042e7265-7813-490a-a9fa-fe6a412e401c · outbound

This paper cites An introduction to expander graphs.

What makes a good feedforward computational graph? An introduction to expander graphs

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.323604Z

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Observation 46654ddd-2a1f-410e-a24a-c63ce1a4cacc · outbound

This paper cites Deeper insights into graph convolutional networks for semi-supervised learning.

What makes a good feedforward computational graph? Deeper insights into graph convolutional networks for semi-supervised learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.966700Z

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Observation 17fd01ef-9aee-452e-b427-8579be45fe0c · outbound

This paper cites Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention.

What makes a good feedforward computational graph? Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-08T14:33:16.133097Z

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Observation 17e34016-3cb9-4666-b168-62f56ff36c31 · outbound

This paper cites T., Lorraine, J., and Lucas, J.

What makes a good feedforward computational graph? T., Lorraine, J., and Lucas, J

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.312135Z

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Observation 62fa8fca-33a7-4665-b25d-ef42fbb95aa8 · outbound

This paper cites Discrete groups, expanding graphs and invariant measures, volume 125.

What makes a good feedforward computational graph? Discrete groups, expanding graphs and invariant measures, volume 125

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.304770Z

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Observation 83f4e017-9a81-4d39-8aee-45351db370cf · outbound

This paper cites A fractional graph laplacian approach to oversmoothing.

What makes a good feedforward computational graph? A fractional graph laplacian approach to oversmoothing

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.977672Z

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Observation 62168025-8de8-48fe-936f-6e4a3590e63e · outbound

This paper cites and Veli c kovi \'c , P.

What makes a good feedforward computational graph? and Veli c kovi \'c , P

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.292693Z

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Observation 98d9f9e5-e3fe-4e50-8ce7-0ac3b0a4e488 · outbound

This paper cites Graph Neural Networks Exponentially Lose Expressive Power for Node Classification.

What makes a good feedforward computational graph? Graph Neural Networks Exponentially Lose Expressive Power for Node Classification

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.983158Z

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Observation d043b068-640c-46b8-9b56-09c48484bd4d · outbound

This paper cites Improving language understanding by generative pre-training, 2018.

What makes a good feedforward computational graph? Improving language understanding by generative pre-training, 2018

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.285287Z

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Observation ea852aa9-6267-4182-99c1-51492796380b · outbound

This paper cites P., Dupont, E., Ruiz, F.

What makes a good feedforward computational graph? P., Dupont, E., Ruiz, F

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.988907Z

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Observation 659b227a-6156-486d-9c6b-164e9520919b · outbound

This paper cites Temporal Graph Networks for Deep Learning on Dynamic Graphs.

What makes a good feedforward computational graph? Temporal Graph Networks for Deep Learning on Dynamic Graphs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:15.992553Z

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Observation 23877374-274e-404b-8bee-5b103321551c · outbound

This paper cites K., Chamberlain, B., Rowbottom, J., Mishra, S., and Bronstein, M.

What makes a good feedforward computational graph? K., Chamberlain, B., Rowbottom, J., Mishra, S., and Bronstein, M

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.277552Z

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Observation dd7c95e8-514a-4d87-b0a1-dccd48b8616a · outbound

This paper cites Some applications of modular forms, volume 99.

What makes a good feedforward computational graph? Some applications of modular forms, volume 99

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.270169Z

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Observation 947074ec-7eb3-4e8f-9784-475099cc3f48 · outbound

This paper cites Adafactor: Adaptive Learning Rates with Sublinear Memory Cost.

What makes a good feedforward computational graph? Adafactor: Adaptive Learning Rates with Sublinear Memory Cost

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:16.002216Z

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Observation cc2919a7-eea3-4f98-8fbc-86a3c00d5a6c · outbound

This paper cites J., and Sinop, A.

What makes a good feedforward computational graph? J., and Sinop, A

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:16.005232Z

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Observation 5f358e47-dc17-4431-baf9-4b7d149ee0d1 · outbound

This paper cites an unresolved cited work.

What makes a good feedforward computational graph? Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-08T14:33:16.258380Z

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Observation d88e7d4d-630e-4735-9353-da5085ccd9a5 · outbound

This paper cites Going beyond the causal mask in language modeling.

What makes a good feedforward computational graph? Going beyond the causal mask in language modeling

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.250671Z

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Observation ec083cc9-8ca4-4acc-a65a-d4e9a9b061bc · outbound

This paper cites Commute-time-optimised graphs for gnns.

What makes a good feedforward computational graph? Commute-time-optimised graphs for gnns

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.242821Z

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Observation 5c99f2b2-4d3f-4480-aa54-0cf7db051446 · outbound

This paper cites an unresolved cited work.

What makes a good feedforward computational graph? Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-08T14:33:16.235111Z

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Observation bf2e7fa5-cbbb-489a-ae01-479cbab6a0cd · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

What makes a good feedforward computational graph? Gemma: Open Models Based on Gemini Research and Technology

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:16.018272Z

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Observation b7a0fc2f-f96d-4788-9f24-f83b539e48d2 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

What makes a good feedforward computational graph? Gemma 2: Improving Open Language Models at a Practical Size

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:16.021100Z

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This paper cites and Chen, J.

What makes a good feedforward computational graph? and Chen, J

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.227689Z

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Observation fa93a986-f53c-4a13-9f4b-07c7140f794d · outbound

This paper cites D., Chamberlain, B.

What makes a good feedforward computational graph? D., Chamberlain, B

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.220076Z

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Observation 49d0fd8b-9410-4c57-86bb-6b09667ed3eb · outbound

This paper cites WaveNet: A Generative Model for Raw Audio.

What makes a good feedforward computational graph? WaveNet: A Generative Model for Raw Audio

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:16.029766Z

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Observation d7a54640-5ade-41b0-862a-ee5c0b5c83c7 · outbound

This paper cites P., Budden, D., Pascanu, R., Banino, A., Dashevskiy, M., Hadsell, R., and Blundell, C.

What makes a good feedforward computational graph? P., Budden, D., Pascanu, R., Banino, A., Dashevskiy, M., Hadsell, R., and Blundell, C

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:16.032712Z

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Observation c886f72e-d47e-4d3b-b5d0-abc0b35bbc7c · outbound

This paper cites Graph attention networks.

What makes a good feedforward computational graph? Graph attention networks

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.208629Z

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Observation 7fbc1b9c-f8a6-435b-a524-1143a2d9984c · outbound

This paper cites Softmax is not Enough (for Sharp Size Generalisation).

What makes a good feedforward computational graph? Softmax is not Enough (for Sharp Size Generalisation)

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:16.037819Z

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Observation 536b3f72-534b-4b16-b305-45df04b4754f · outbound

This paper cites Cayley graph propagation.

What makes a good feedforward computational graph? Cayley graph propagation

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.200964Z

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Observation 1491c796-bb48-4b34-90a2-47b7ca82ccf7 · outbound

This paper cites A., Ainslie, J., Alberti, C., Ontanon, S., Pham, P., Ravula, A., Wang, Q., Yang, L., et al.

What makes a good feedforward computational graph? A., Ainslie, J., Alberti, C., Ontanon, S., Pham, P., Ravula, A., Wang, Q., Yang, L., et al

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:16.043161Z

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Observation b6018a2e-6e6d-4042-8898-18a89832d024 · outbound

This paper cites Dirichlet energy constrained learning for deep graph neural networks.

What makes a good feedforward computational graph? Dirichlet energy constrained learning for deep graph neural networks

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:33:16.188738Z

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Observation a50adffa-4252-4c55-b958-345e0d2ac4e2 · outbound

This paper cites LaProp: Separating Momentum and Adaptivity in Adam.

What makes a good feedforward computational graph? LaProp: Separating Momentum and Adaptivity in Adam

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:16.048372Z

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Observation f633c50a-2607-44b5-b05e-f6de496aed2f · outbound

This paper cites write newline.

What makes a good feedforward computational graph? write newline

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-08T14:33:16.051595Z

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Pith citing papers

No inbound Pith citation observations are available.