Paper Citation Record · LEDGER

UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 24 inbound Pith citation observations for arXiv:2212.02746.

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

pith.paper-citation-record.v1
2212.02746 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 24 of 24 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:33:00.610409Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T22:57:13.381783Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 90bcbf88-c557-4dbb-b5d6-1ac704046ed3 · inbound

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? cites this paper.

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T01:29:30.150651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 16fdff7a-0175-4897-8015-c2a9d7af416c · inbound

We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? cites this paper.

We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:55:40.975231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 41e236e0-0feb-4409-bf00-d26bfdfb50a9 · inbound

BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices cites this paper.

BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T19:33:00.610409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aee255cc-a09f-4e26-9be1-9a468a226b39 · inbound

AV-Odyssey Bench: Can Your Multimodal LLMs Really Understand Audio-Visual Information? cites this paper.

AV-Odyssey Bench: Can Your Multimodal LLMs Really Understand Audio-Visual Information? UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T23:19:11.450698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 659889a3-271d-4631-9648-860b79fec7d1 · inbound

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling cites this paper.

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:23:57.903870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4f3e2c49-51b9-4b67-a7c0-609c7545be18 · inbound

PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models cites this paper.

PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T16:56:42.296408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48bb2c5f-ad73-4e7a-9f66-84a4cc5edecf · inbound

Geo-LLaVA: A Large Multi-Modal Model for Solving Geometry Math Problems with Meta In-Context Learning cites this paper.

Geo-LLaVA: A Large Multi-Modal Model for Solving Geometry Math Problems with Meta In-Context Learning UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T17:25:59.564837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a08d26df-b966-4971-bc91-a8c4295d12c0 · inbound

HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding cites this paper.

HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T10:49:07.967954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b741d1b-1012-4f4f-b367-94477b568d92 · inbound

Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search cites this paper.

Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-11T04:53:11.755682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdfd1bd1-0cc8-40a8-91c1-2e12abcbc1d8 · inbound

Visual question answering: from early developments to recent advances -- a survey cites this paper.

Visual question answering: from early developments to recent advances -- a survey UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 232

Resolution: unresolved; no resolver link, observed 2026-08-10T21:46:29.172305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b989f37-e729-4aa6-9810-db5354b2b932 · inbound

Eagle 2: Building Post-Training Data Strategies from Scratch for Frontier Vision-Language Models cites this paper.

Eagle 2: Building Post-Training Data Strategies from Scratch for Frontier Vision-Language Models UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:34.084882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1d1c496-de37-49e2-80b1-63ba3d4ab459 · inbound

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL cites this paper.

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-16T15:15:46.393301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 958a06aa-5eac-40c1-b422-08e0704bcbb8 · inbound

MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems cites this paper.

MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-22T22:57:13.384774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c960d2c9-ada4-4dc6-b172-2fc19031cb0f · inbound

Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models cites this paper.

Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:37:43.218009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe5c4db8-3aee-4f29-9f22-65cfca5254ff · inbound

Towards Geometry Problem Solving in the Large Model Era: A Survey cites this paper.

Towards Geometry Problem Solving in the Large Model Era: A Survey UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:40.730330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1179a2cd-654d-4699-b767-6589a11cde83 · inbound

MATP-BENCH: Can MLLM Be a Good Automated Theorem Prover for Multimodal Problems? cites this paper.

MATP-BENCH: Can MLLM Be a Good Automated Theorem Prover for Multimodal Problems? UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T06:08:22.470480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59f67add-d782-4305-b878-8925ec32c11e · inbound

CoMemo: LVLMs Need Image Context with Image Memory cites this paper.

CoMemo: LVLMs Need Image Context with Image Memory UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T06:02:30.168722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e9975ef-c8b3-42a2-a663-b1273312b613 · inbound

Ming-Omni: A Unified Multimodal Model for Perception and Generation cites this paper.

Ming-Omni: A Unified Multimodal Model for Perception and Generation UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T04:58:07.001154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41dfb96d-7794-4246-ad7b-8536ce3df66d · inbound

GeoLaux: A Benchmark for Evaluating MLLMs' Geometry Performance on Long-Step Problems Requiring Auxiliary Lines cites this paper.

GeoLaux: A Benchmark for Evaluating MLLMs' Geometry Performance on Long-Step Problems Requiring Auxiliary Lines UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-19T00:41:56.080611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f0c9996e-e540-407c-a7f5-21eb0c77963c · inbound

LaRe: Latent Refocusing for Multimodal Reasoning cites this paper.

LaRe: Latent Refocusing for Multimodal Reasoning UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-04T00:15:21.786318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c356ce3-d92d-4740-b91b-d7a1a11fa7e1 · inbound

Toward an Artificial General Teacher: Procedural Geometry Data Generation and Visual Grounding with Vision-Language Models cites this paper.

Toward an Artificial General Teacher: Procedural Geometry Data Generation and Visual Grounding with Vision-Language Models UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:38:14.638579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ec39f578-2a40-4baf-8b0a-d105cafde735 · inbound

OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Model cites this paper.

OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Model UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:46:03.304920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 53d1fc8a-7c32-4bba-82fe-008918f045c9 · inbound

MathAtlas: A Benchmark for Autoformalization in the Wild cites this paper.

MathAtlas: A Benchmark for Autoformalization in the Wild UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:09:44.484527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 74bfddd6-5029-4e47-9609-143e8656c035 · inbound

FormalAnalyticGeo: A Neural-Symbolic Based Framework for Multimodal Analytic Geometry Problem Generation cites this paper.

FormalAnalyticGeo: A Neural-Symbolic Based Framework for Multimodal Analytic Geometry Problem Generation UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T06:15:33.332857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.