Paper Citation Record · LEDGER

Hgformer: Hyperbolic Graph Transformer for Recommendation

As of 15 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 2 inbound Pith citation observations for arXiv:2502.15693.

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

pith.paper-citation-record.v1
2502.15693 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:14:03.455219Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:54:48.951027Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

42 of 42 outbound references displayed

verified exact3
verified fuzzy29
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 117ea333-3c42-4e36-a5a9-53c6ab64e6f5 · outbound

This paper cites Wide & deep learning for recommender systems,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Wide & deep learning for recommender systems,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:04.175494Z

Source-reported events for the cited work

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

Observation 4e72b02f-08f1-4e64-a787-edc42a2dcea1 · outbound

This paper cites The youtube video recommendation system,.

Hgformer: Hyperbolic Graph Transformer for Recommendation The youtube video recommendation system,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:04.159616Z

Source-reported events for the cited work

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

Observation 5a110865-a225-485c-afcd-1aa2c31e3714 · outbound

This paper cites Edgerec: recommender system on edge in mobile taobao,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Edgerec: recommender system on edge in mobile taobao,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:04.144630Z

Source-reported events for the cited work

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

Observation 9262e38c-f351-4436-b17c-ce1e55090da3 · outbound

This paper cites BPR: Bayesian Personalized Ranking from Implicit Feedback.

Hgformer: Hyperbolic Graph Transformer for Recommendation BPR: Bayesian Personalized Ranking from Implicit Feedback

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T23:14:03.250950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 399f1194-692b-4536-b3fa-64d72da8dc37 · outbound

This paper cites Deep matrix factorization models for recommender systems.

Hgformer: Hyperbolic Graph Transformer for Recommendation Deep matrix factorization models for recommender systems

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:04.128699Z

Source-reported events for the cited work

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

Observation 56dc65e6-5534-4270-aac1-f34ccb106420 · outbound

This paper cites Spectral collaborative filtering,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Spectral collaborative filtering,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:04.113462Z

Source-reported events for the cited work

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

Observation 4dbaa91c-f7b2-4dff-8b11-f8fdc2870d42 · outbound

This paper cites LightGCN: Simplifying and powering graph convolution network for recommenda- tion,.

Hgformer: Hyperbolic Graph Transformer for Recommendation LightGCN: Simplifying and powering graph convolution network for recommenda- tion,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:04.097028Z

Source-reported events for the cited work

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

Observation 62746876-f786-475a-ab8c-5960c08b5bff · outbound

This paper cites Neural graph collaborative filtering,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Neural graph collaborative filtering,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:04.081067Z

Source-reported events for the cited work

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

Observation f832b18e-c45a-4022-a157-407434ec5fb2 · outbound

This paper cites Hgcf: Hyperbolic graph convolution networks for collaborative filtering,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Hgcf: Hyperbolic graph convolution networks for collaborative filtering,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:04.065953Z

Source-reported events for the cited work

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

Observation b0a60710-7719-4171-baa9-3e8783998cfb · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Hgformer: Hyperbolic Graph Transformer for Recommendation Semi-Supervised Classification with Graph Convolutional Networks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T23:14:03.285051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24ca4ffb-07a3-4313-93ff-23bf4132ad37 · outbound

This paper cites Inductive representation learning on large graphs,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Inductive representation learning on large graphs,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:04.051184Z

Source-reported events for the cited work

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

Observation ffb49d8e-cd0b-4e2a-bddc-7f1da5657d61 · outbound

This paper cites The long tail of recommender systems and how to leverage it,.

Hgformer: Hyperbolic Graph Transformer for Recommendation The long tail of recommender systems and how to leverage it,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:04.036011Z

Source-reported events for the cited work

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

Observation 6ad73e2f-900e-40ec-a463-3e6a1541fb2d · outbound

This paper cites The adaptive clustering method for the long tail problem of recommender systems,.

Hgformer: Hyperbolic Graph Transformer for Recommendation The adaptive clustering method for the long tail problem of recommender systems,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:04.020399Z

Source-reported events for the cited work

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

Observation 5887b5be-39ae-4087-a828-242c2eeb06e3 · outbound

This paper cites Challenging the Long Tail Recommendation.

Hgformer: Hyperbolic Graph Transformer for Recommendation Challenging the Long Tail Recommendation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T23:14:03.305673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5cefdf7-8e7f-4a5f-a248-97f0ce772fae · outbound

This paper cites Alleviating the long-tail problem in conversational recommender systems,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Alleviating the long-tail problem in conversational recommender systems,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:04.004168Z

Source-reported events for the cited work

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

Observation d42d23ad-c606-4e00-91a8-636da33a0d6d · outbound

This paper cites Hicf: Hyperbolic informative collaborative filtering,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Hicf: Hyperbolic informative collaborative filtering,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.987979Z

Source-reported events for the cited work

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

Observation 082e302d-3ff8-4de3-a93d-8c1931f996f0 · outbound

This paper cites On generalized degree fairness in graph neural networks,.

Hgformer: Hyperbolic Graph Transformer for Recommendation On generalized degree fairness in graph neural networks,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.972204Z

Source-reported events for the cited work

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

Observation c4e98a14-b2f4-41a1-9f61-640780a709c4 · outbound

This paper cites Lte4g: Long-tail experts for graph neural networks,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Lte4g: Long-tail experts for graph neural networks,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.955431Z

Source-reported events for the cited work

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

Observation 7ca068ba-1644-45d2-94d5-83db73e31a24 · outbound

This paper cites Do transformers really perform badly for graph representation?.

Hgformer: Hyperbolic Graph Transformer for Recommendation Do transformers really perform badly for graph representation?

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.937792Z

Source-reported events for the cited work

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

Observation 9dae8015-7fdd-4dd2-ac08-a2ff2d0c02c0 · outbound

This paper cites DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion.

Hgformer: Hyperbolic Graph Transformer for Recommendation DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T23:14:03.337651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1d7298a-bc6d-40aa-8bef-6f13d9bd04fa · outbound

This paper cites Simplifying and empowering transformers for large-graph representations,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Simplifying and empowering transformers for large-graph representations,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.922218Z

Source-reported events for the cited work

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

Observation 0ded2887-50fa-4e0c-8b8f-cc1e3e3ac575 · outbound

This paper cites Nodeformer: A scalable graph structure learning transformer for node classification,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Nodeformer: A scalable graph structure learning transformer for node classification,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.905585Z

Source-reported events for the cited work

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

Observation 429f5f8e-d9a1-49b3-9f6f-83406e4de0a6 · outbound

This paper cites Hierarchical organization in complex networks,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Hierarchical organization in complex networks,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.889945Z

Source-reported events for the cited work

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

Observation 8265f4bc-d7ee-4352-b18e-405b6ebb4c5d · outbound

This paper cites Hyperbolic graph convo- lutional neural networks,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Hyperbolic graph convo- lutional neural networks,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.873574Z

Source-reported events for the cited work

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

Observation 0fb22d91-9208-403e-be34-02385731385a · outbound

This paper cites Hyperbolic neural networks,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Hyperbolic neural networks,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T23:14:03.365605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29c02d8e-ed47-4ec6-b30a-72e360e7b7e5 · outbound

This paper cites HGCH: A Hyperbolic Graph Convolution Network Model for Heterogeneous Collaborative Graph Recommendation.

Hgformer: Hyperbolic Graph Transformer for Recommendation HGCH: A Hyperbolic Graph Convolution Network Model for Heterogeneous Collaborative Graph Recommendation

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-10T23:14:03.617662Z

Source-reported events for the cited work

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

Observation 1db9ccb5-79cc-4a0f-b903-d5be29f7d470 · outbound

This paper cites Hyperbolic Contrastive Learning.

Hgformer: Hyperbolic Graph Transformer for Recommendation Hyperbolic Contrastive Learning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T23:14:03.378223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbf3ab01-8a67-47fa-b6f4-a7bdae9fa237 · outbound

This paper cites Hrcf: Enhancing collab- orative filtering via hyperbolic geometric regularization,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Hrcf: Enhancing collab- orative filtering via hyperbolic geometric regularization,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.847226Z

Source-reported events for the cited work

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

Observation 85ebfad6-6e7d-4377-97bb-4e08957c540a · outbound

This paper cites Hyperbolic graph attention network,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Hyperbolic graph attention network,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.829537Z

Source-reported events for the cited work

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

Observation 6c524327-4db3-4d10-8517-b2dccb673ff6 · outbound

This paper cites Hypformer: Exploring Efficient Transformer Fully in Hyperbolic Space.

Hgformer: Hyperbolic Graph Transformer for Recommendation Hypformer: Exploring Efficient Transformer Fully in Hyperbolic Space

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T23:14:03.394074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ce99da8-6f7d-4ed8-8b7e-11c4d4c103fa · outbound

This paper cites Fully Hyperbolic Convolutional Neural Networks for Computer Vision.

Hgformer: Hyperbolic Graph Transformer for Recommendation Fully Hyperbolic Convolutional Neural Networks for Computer Vision

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T23:14:03.399176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62aa3b77-60e4-4a7b-8b0c-d10a7d4098d1 · outbound

This paper cites Boumal, An introduction to optimization on smooth manifolds.

Hgformer: Hyperbolic Graph Transformer for Recommendation Boumal, An introduction to optimization on smooth manifolds

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T23:14:03.404293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bf23474-7ed0-4dec-a8c9-9e0ffd7467a4 · outbound

This paper cites Neighbour interaction based click-through rate prediction via graph-masked transformer,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Neighbour interaction based click-through rate prediction via graph-masked transformer,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.802953Z

Source-reported events for the cited work

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

Observation 6cb3beaf-0876-44f8-a0ad-19fd781dfdd1 · outbound

This paper cites Linear, or non-linear, that is the question!.

Hgformer: Hyperbolic Graph Transformer for Recommendation Linear, or non-linear, that is the question!

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.785779Z

Source-reported events for the cited work

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

Observation 084bde95-cda0-4998-a957-eac047821a00 · outbound

This paper cites Fully Hyperbolic Neural Networks.

Hgformer: Hyperbolic Graph Transformer for Recommendation Fully Hyperbolic Neural Networks

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T23:14:03.419306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce0ae2fc-7c97-40f9-a948-bcd75e50509d · outbound

This paper cites A hyperbolic-to-hyperbolic graph convolutional network,.

Hgformer: Hyperbolic Graph Transformer for Recommendation A hyperbolic-to-hyperbolic graph convolutional network,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.767936Z

Source-reported events for the cited work

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

Observation ac37e385-0ec1-4cd8-9e9c-c7bf42bf7c27 · outbound

This paper cites Lorentzian graph convolutional networks,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Lorentzian graph convolutional networks,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.751184Z

Source-reported events for the cited work

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

Observation 3e6446ff-c866-42a4-b4ba-dd2fe5a02c1c · outbound

This paper cites Hyperbolic Knowledge Transfer in Cross-Domain Recommendation System.

Hgformer: Hyperbolic Graph Transformer for Recommendation Hyperbolic Knowledge Transfer in Cross-Domain Recommendation System

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-10T23:14:03.526215Z

Source-reported events for the cited work

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

Observation 8f16ab1b-2ed0-4f7c-bdb1-59c89c01303b · outbound

This paper cites Graph transformer networks,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Graph transformer networks,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.734351Z

Source-reported events for the cited work

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

Observation 8aa6ff4c-fc15-4a65-b251-d39a28f30dd1 · outbound

This paper cites Graph transformer for recommendation,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Graph transformer for recommendation,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.718810Z

Source-reported events for the cited work

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

Observation 2c5dae7f-baa7-4ecd-9099-b6638df102db · outbound

This paper cites SIGformer: Sign-aware Graph Transformer for Recommendation.

Hgformer: Hyperbolic Graph Transformer for Recommendation SIGformer: Sign-aware Graph Transformer for Recommendation

Reference 41

Resolution: verified exact; local_arxiv, observed 2026-08-10T23:14:03.502413Z

Source-reported events for the cited work

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

Observation 6efccf07-47ca-45d2-8da5-fd8d28c4d194 · outbound

This paper cites Lightgt: A light graph transformer for multimedia recommendation,.

Hgformer: Hyperbolic Graph Transformer for Recommendation Lightgt: A light graph transformer for multimedia recommendation,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:14:03.701995Z

Source-reported events for the cited work

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

Pith citing papers

Observation 3a4f7bde-4342-4a72-957d-3ef68bdeeac1 · inbound

Breaking Information Cocoons: A Hyperbolic Framework for Balancing Exploration and Exploitation in Recommender Systems cites this paper.

Breaking Information Cocoons: A Hyperbolic Framework for Balancing Exploration and Exploitation in Recommender Systems Hgformer: Hyperbolic Graph Transformer for Recommendation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T15:54:48.951027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2700f96e-71c8-4192-9c6a-86254a5168e8 · inbound

Computationally-efficient Graph Modeling with Refined Graph Random Features cites this paper.

Computationally-efficient Graph Modeling with Refined Graph Random Features Hgformer: Hyperbolic Graph Transformer for Recommendation

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-04T11:04:50.658389Z

Source-reported events for the cited work

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