Paper Citation Record · LEDGER

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs

As of 7 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2606.01873.

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

pith.paper-citation-record.v1
2606.01873 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T15:25:05.566939Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

49 of 49 outbound references displayed

verified exact12
verified fuzzy0
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 62a5dab5-cdbc-4011-8f9b-0ba4125dc416 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbb8cd3f-03f6-43f1-9ad9-7b55b09ad4a7 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 2

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Source-reported events for the cited work

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Observation cbee541d-df6f-40c5-9332-0db951a9259f · outbound

This paper cites InProceedings of the 28th ACM SIGKDD conference on knowledge discovery and data mining.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs InProceedings of the 28th ACM SIGKDD conference on knowledge discovery and data mining

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 811eb25d-1f82-4db0-82c8-9398bec230b7 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbe06721-b43f-44b0-87fa-58437e05c99e · outbound

This paper cites InForty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs InForty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c09428ad-2719-4adc-806b-cea4117e5738 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 992da437-7a3f-458a-9154-275ea8d3309a · outbound

This paper cites Can llms alleviate catastrophic forgetting in graph continual learning? a systematic study.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Can llms alleviate catastrophic forgetting in graph continual learning? a systematic study

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:26:17.556234Z

Source-reported events for the cited work

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Observation f92d1114-72d0-41a0-b552-6773e7e88411 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04d00f22-2d65-4c89-bc10-5c6da58cea0d · outbound

This paper cites The Llama 3 Herd of Models.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs The Llama 3 Herd of Models

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:26:17.564573Z

Source-reported events for the cited work

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Observation 48880c35-ea66-4bf8-b83a-774515d446cd · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3585d1d5-5adb-4db0-938b-2d08bce56d59 · outbound

This paper cites Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:26:17.533128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 456a608f-4f59-4bba-99e7-3d77eb67295e · outbound

This paper cites Universal Graph Continual Learning.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Universal Graph Continual Learning

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:26:17.535984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ec1a207e-d6ca-4d87-ac65-f79d005853a3 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53106e28-5d5c-4e06-930f-df2618c10495 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0d3de0c-7267-415c-ad11-79b020398610 · outbound

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

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Semi-Supervised Classification with Graph Convolutional Networks

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:26:17.550497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b89990cf-5285-4369-8b04-9174022b7192 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dbb821b-d232-4674-9d24-a17918040c1a · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 933c3dbd-3425-462f-8888-d2ab9522941a · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddad0c45-faf9-4d3d-a23d-c3b25fa28f58 · outbound

This paper cites One for All: Towards Training One Graph Model for All Classification Tasks.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs One for All: Towards Training One Graph Model for All Classification Tasks

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:26:17.559022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c8093fdb-37f8-4a1b-82c1-f7e488fc9cc8 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-07-01T22:26:17.544093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d7877c2a-70bb-442e-9785-78feea438980 · outbound

This paper cites Learning noise-resilient and transferable graph-text alignment via dynamic quality assessment.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Learning noise-resilient and transferable graph-text alignment via dynamic quality assessment

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:26:17.547647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7686b7e2-5061-4eb0-a95b-9fe98b0c4200 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f89a8f06-800d-40fb-9392-388d3ce343ae · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94314c32-5580-47e2-90d3-a5a3d315765f · outbound

This paper cites Graph Continual Learning with Debiased Lossless Memory Replay.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Graph Continual Learning with Debiased Lossless Memory Replay

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:26:17.553500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bdde8723-5371-4174-9d88-3a8082c57fbd · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

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Source-reported events for the cited work

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Observation 2ae4f184-6a2c-464d-b149-e01f6f60bba0 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 28

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Observation 659352f8-e51c-4334-9f24-f3004a0af44f · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

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Unavailable: canonical work link unavailable.

Observation cee7cea4-1155-4712-9699-75e7eafc9416 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abe42c43-0f96-4f20-bb54-694eaeb556f4 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

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Unavailable: canonical work link unavailable.

Observation 12fd4254-65e6-466f-b088-4c7a29cd48a4 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 215f9574-aef6-409f-b53f-026b59dd5653 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

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G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Advances in Neural Information Processing Systems36 (2023), 15060–15076

Reference 34

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This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eed8237-2a29-4fad-ada4-43c0544b7842 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 341313fc-1ca7-460f-b187-4475a6cc5aa6 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b373e2bb-fda0-4058-9ca5-fb81e3257db6 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b151d66-5d06-4e9e-9bef-2d586013b975 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56c0e332-d129-4717-b67d-2eb3d643e89e · outbound

This paper cites When Do LLMs Help With Node Classification? A Comprehensive Analysis.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs When Do LLMs Help With Node Classification? A Comprehensive Analysis

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:26:17.561987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d5f3f28-4479-4f88-aa8d-885a3393dcd6 · outbound

This paper cites SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:26:17.541795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5d01d39b-2f4b-4841-8df6-24e189c42ddb · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 42

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60e98a8d-4bc2-42e8-bf38-84e71775346a · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ba4e79a-85d7-4d21-b35c-c7bab8cbebd6 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d0b8b18-3f98-442f-b3d4-9da1888393d6 · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b96793f7-b10d-4fe9-9c96-c7e9f2b41d7e · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f546e3af-e3c8-4494-8ed2-285db20a9e26 · outbound

This paper cites Continual Learning on Graphs: Challenges, Solutions, and Opportunities.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Continual Learning on Graphs: Challenges, Solutions, and Opportunities

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:26:17.539001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 21e8a7e7-6d23-4095-9765-662ecf1826fa · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 48

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d0e9e23-16f3-4dcf-8d3e-7c91f67f4abe · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-06-28T15:25:05.566939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e480b1d5-f9ae-4880-85ba-08f181c4383d · outbound

This paper cites an unresolved cited work.

G2LoRA: Gradient Orthogonal Low-Rank Adaptation Framework for Graph Continual Learning on Text-Attributed Graphs Unresolved cited work

Reference 50

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.