Paper Citation Record · LEDGER

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning

As of 10 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2607.14658.

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

pith.paper-citation-record.v1
2607.14658 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T01:31:53.382918Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

20 of 20 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 02cbd6f3-845c-4961-ba03-67443d796e8f · outbound

This paper cites InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 19552–19564.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 19552–19564

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:52.248387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed7ac0a-1897-4fcf-9ebe-c65ebeff83dd · outbound

This paper cites ChartCitor: Multi-Agent Framework for Fine-Grained Chart Visual Attribution.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning ChartCitor: Multi-Agent Framework for Fine-Grained Chart Visual Attribution

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:52.415471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 368f6c30-fbf2-4de1-bfd1-d1b578b86cc3 · outbound

This paper cites He, C.; Luo, R.; Bai, Y.; Hu, S.; Thai, Z.; Shen, J.; Hu, J.; Han,X.;Huang,Y.;Zhang,Y.;etal.2024.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning He, C.; Luo, R.; Bai, Y.; Hu, S.; Thai, Z.; Shen, J.; Hu, J.; Han,X.;Huang,Y.;Zhang,Y.;etal.2024

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:52.587783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 937ff06f-8369-4c4f-a702-e3fdfa7dbee8 · outbound

This paper cites GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:52.658192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 170efbbc-05bd-4090-b3fb-6d1f88e47776 · outbound

This paper cites InProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 43403–43446.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning InProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 43403–43446

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:52.733496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2859fe2e-27d2-44c0-bfcd-a40b03aecd34 · outbound

This paper cites Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:52.857035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dcdca54-20b0-4c52-b7a5-75b2e7bfdfbe · outbound

This paper cites Liu,H.;Liu,J.;Liu,S.;Duan,H.;Li,Y.;Su,M.;Liu,X.;Zhai, G.;Fang,X.;Ma,Q.;etal.2025.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning Liu,H.;Liu,J.;Liu,S.;Duan,H.;Li,Y.;Su,M.;Liu,X.;Zhai, G.;Fang,X.;Ma,Q.;etal.2025

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:52.956517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dceadcb-66df-442e-b531-5bce08b34f05 · outbound

This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:53.003966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45795fa2-4059-488e-aa53-4b61a0982512 · outbound

This paper cites Lupidi, A.; Gauri, B.; Foster, T.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning Lupidi, A.; Gauri, B.; Foster, T

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:53.059369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9217b8dc-ae74-438c-825b-58c2603487b8 · outbound

This paper cites MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:53.127701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a13fa1aa-22ac-461a-bbec-83bfc67b5a57 · outbound

This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:53.184185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 327bd67e-61ef-4e04-bd9e-0e1b4fd4951d · outbound

This paper cites Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:53.243832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b10cd7ff-1bd0-43a1-b832-9c0a5e1457a2 · outbound

This paper cites an unresolved cited work.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:53.287206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 623d5e89-5d2b-4b1e-bbe1-a04e2251a319 · outbound

This paper cites InPro- ceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track, 383–398.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning InPro- ceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track, 383–398

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:53.326175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d1d47b9-8b51-492e-bec8-06c6236acf36 · outbound

This paper cites an unresolved cited work.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:53.382918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74cd39bb-d803-4b83-931a-2b4768a689fb · outbound

This paper cites InFindings of the Association for Computational Linguistics: ACL 2022, 3202–3213.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning InFindings of the Association for Computational Linguistics: ACL 2022, 3202–3213

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:52.920882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffc48ab0-ec59-480c-8778-8ac93f762da9 · outbound

This paper cites ChemCrow: Augmenting large-language models with chemistry tools.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning ChemCrow: Augmenting large-language models with chemistry tools

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:52.133219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 217b81d3-8d1a-4424-9fe6-d9f1150299f2 · outbound

This paper cites Li, X.; Wu, R.; Liu, X.; Wang, X.; Hu, J.; Bai, Z.; Zeng, B.; Liang, H.; Chen, L.; Chen, M.; et al.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning Li, X.; Wu, R.; Liu, X.; Wang, X.; Hu, J.; Bai, Z.; Zeng, B.; Liang, H.; Chen, L.; Chen, M.; et al

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:52.784918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13f7b071-9bd4-440f-a034-eb408282173c · outbound

This paper cites Qwen3-VL Technical Report.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning Qwen3-VL Technical Report

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:52.043348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 726f39dc-4422-448c-8497-c01a2a50a5da · outbound

This paper cites Toward Native Multimodal Modeling: A Roadmap.

TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning Toward Native Multimodal Modeling: A Roadmap

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-02T01:31:51.939245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.