Paper Citation Record · LEDGER

Topological sum rule for geometric phases of quantum gates

As of 9 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2603.29795.

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

pith.paper-citation-record.v1
2603.29795 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T15:33:59.448352Z

measured 44 of 44 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

44 of 44 outbound references displayed

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Outbound references

Observation e17076c3-4bb3-454e-bf6e-59cfb744b4ef · outbound

This paper cites Study on artificial intelligence (AI)/machine learning (ML) for NR air interface (Release 19),.

Topological sum rule for geometric phases of quantum gates Study on artificial intelligence (AI)/machine learning (ML) for NR air interface (Release 19),

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 95034889-12fc-4f34-85a7-86b7397c93e8 · outbound

This paper cites AI-RAN in 6G networks: State-of-the- art and challenges,.

Topological sum rule for geometric phases of quantum gates AI-RAN in 6G networks: State-of-the- art and challenges,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 0165e814-0373-4ad6-a2f5-60e29d33305f · outbound

This paper cites AI- RAN: Transforming RAN with AI-driven computing infrastructure,.

Topological sum rule for geometric phases of quantum gates AI- RAN: Transforming RAN with AI-driven computing infrastructure,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 67498db0-31c6-467b-a8a8-a250b6a21469 · outbound

This paper cites AI-Native 6G: Empowering intelligent RAN with accelerated compute,.

Topological sum rule for geometric phases of quantum gates AI-Native 6G: Empowering intelligent RAN with accelerated compute,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation dcfad585-5b6c-46dd-86bf-14f3b8de7ec8 · outbound

This paper cites An introduction to deep learning for the physical layer,.

Topological sum rule for geometric phases of quantum gates An introduction to deep learning for the physical layer,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 16cd365c-99e7-43b3-a8fb-b1bfdf4c82c8 · outbound

This paper cites Deep learning for massive MIMO CSI feedback,.

Topological sum rule for geometric phases of quantum gates Deep learning for massive MIMO CSI feedback,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 1e15a79b-f529-438b-bcc6-6eb6c07b65be · outbound

This paper cites ComNet: Combination of deep learning and expert knowledge in OFDM receivers,.

Topological sum rule for geometric phases of quantum gates ComNet: Combination of deep learning and expert knowledge in OFDM receivers,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 2e84ce38-7414-4d90-98aa-ff7a43d69b97 · outbound

This paper cites Deep learning-based channel estimation,.

Topological sum rule for geometric phases of quantum gates Deep learning-based channel estimation,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 9f881cf9-bead-44ad-8ed8-ca48183dc115 · outbound

This paper cites Large AI models for wireless physical layer,.

Topological sum rule for geometric phases of quantum gates Large AI models for wireless physical layer,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 9ef19183-2ba4-47cd-a9f8-56d5dc382713 · outbound

This paper cites LLM4CP: Adapting large language models for channel prediction,.

Topological sum rule for geometric phases of quantum gates LLM4CP: Adapting large language models for channel prediction,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 3dd64fdb-9856-4cf6-8492-56976422265e · outbound

This paper cites Beam prediction based on large language models,.

Topological sum rule for geometric phases of quantum gates Beam prediction based on large language models,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 6968542a-5ed7-491d-9809-6a04711e0e14 · outbound

This paper cites BeamLLM: Vision- empowered mmWave beam prediction with large language models,.

Topological sum rule for geometric phases of quantum gates BeamLLM: Vision- empowered mmWave beam prediction with large language models,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation e82aaa2a-95c8-4412-8f0e-a40203176bd6 · outbound

This paper cites M2BeamLLM: Multimodal Sensing-empowered mmWave Beam Prediction with Large Language Models.

Topological sum rule for geometric phases of quantum gates M2BeamLLM: Multimodal Sensing-empowered mmWave Beam Prediction with Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 2c9f9715-ad28-4a8b-b258-418339182d32 · outbound

This paper cites WirelessGPT: A generative pre-trained multi-task learning framework for wireless communication,.

Topological sum rule for geometric phases of quantum gates WirelessGPT: A generative pre-trained multi-task learning framework for wireless communication,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 8c8682b0-a2f5-42dd-9277-9e71ff408b25 · outbound

This paper cites Large Wireless Model (LWM): A Foundation Model for Wireless Channels.

Topological sum rule for geometric phases of quantum gates Large Wireless Model (LWM): A Foundation Model for Wireless Channels

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation cfb1e4fa-add5-48a4-9fec-55b908e7e085 · outbound

This paper cites Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks.

Topological sum rule for geometric phases of quantum gates Large Wireless Localization Model (LWLM): A Foundation Model for Positioning in 6G Networks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 4f655782-03e1-40d9-b1a0-0b8b65fc3e1b · outbound

This paper cites LLM4WM: Adapting LLM for wireless multi-tasking,.

Topological sum rule for geometric phases of quantum gates LLM4WM: Adapting LLM for wireless multi-tasking,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 94f29169-372b-44d9-b8e7-4319f0547ba0 · outbound

This paper cites Large language model enabled multi-task physical layer network,.

Topological sum rule for geometric phases of quantum gates Large language model enabled multi-task physical layer network,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 02b4ee4d-865f-41ec-b6ce-b6a58c487558 · outbound

This paper cites DeepSense 6G: A large-scale real-world multi-modal sensing and communication dataset,.

Topological sum rule for geometric phases of quantum gates DeepSense 6G: A large-scale real-world multi-modal sensing and communication dataset,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 1d3ecb64-79da-4b38-bb2b-9337c612a624 · outbound

This paper cites Vision-position multi-modal beam prediction using real millimeter wave datasets,.

Topological sum rule for geometric phases of quantum gates Vision-position multi-modal beam prediction using real millimeter wave datasets,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 020f901e-8f6c-42f7-96c5-0bc609425c8f · outbound

This paper cites Radar aided proactive blockage pre- diction in real-world millimeter wave systems,.

Topological sum rule for geometric phases of quantum gates Radar aided proactive blockage pre- diction in real-world millimeter wave systems,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 07ef97a6-f4cc-4611-8c75-30729d1c1d6a · outbound

This paper cites LiDAR-aided mobile block- age prediction in real-world millimeter wave systems,.

Topological sum rule for geometric phases of quantum gates LiDAR-aided mobile block- age prediction in real-world millimeter wave systems,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation f3ea2d1c-a9e7-487a-9581-b9658224df65 · outbound

This paper cites Position aided beam prediction in the real world: How useful GPS locations actually are?.

Topological sum rule for geometric phases of quantum gates Position aided beam prediction in the real world: How useful GPS locations actually are?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation b639ac9c-ece2-4ef4-8f50-3b5bdb0415d8 · outbound

This paper cites Deep learning for mmWave beam and blockage prediction using Sub-6 GHz channels,.

Topological sum rule for geometric phases of quantum gates Deep learning for mmWave beam and blockage prediction using Sub-6 GHz channels,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation c89ffe41-d66f-4093-b42c-a828d136e271 · outbound

This paper cites Sensing- assisted high reliable communication: A transformer-based beamforming approach,.

Topological sum rule for geometric phases of quantum gates Sensing- assisted high reliable communication: A transformer-based beamforming approach,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 827d7d41-96d1-411e-9948-91b88f7dc591 · outbound

This paper cites Multimodal deep learning-empowered beam prediction in future THz ISAC systems,.

Topological sum rule for geometric phases of quantum gates Multimodal deep learning-empowered beam prediction in future THz ISAC systems,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation e96503f4-3dad-42a0-8637-1ad0dcdc89b5 · outbound

This paper cites Language models meet world models: Embodied experiences enhance language models,.

Topological sum rule for geometric phases of quantum gates Language models meet world models: Embodied experiences enhance language models,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 9b835ab7-aecb-49f8-8819-48a2ffbf45bf · outbound

This paper cites Large Action Models: From Inception to Implementation.

Topological sum rule for geometric phases of quantum gates Large Action Models: From Inception to Implementation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation aea9c5c9-cac4-4a17-a2e1-1568d401ff16 · outbound

This paper cites Embodied AI: From LLMs to world models,.

Topological sum rule for geometric phases of quantum gates Embodied AI: From LLMs to world models,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation b3e5d9ca-a53a-4f02-aabb-b064f2357066 · outbound

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Topological sum rule for geometric phases of quantum gates World Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation f29cfde3-bd4c-4ec3-b4fc-ef7d6686e04b · outbound

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Topological sum rule for geometric phases of quantum gates Recurrent world models facilitate policy evolution,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 2558a527-f5e7-452b-b3de-d3dca5b6bf30 · outbound

This paper cites Self-supervised learning from images with a joint-embedding predictive architecture,.

Topological sum rule for geometric phases of quantum gates Self-supervised learning from images with a joint-embedding predictive architecture,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 399ca9c5-adcc-4e80-ade7-b6099cf86e02 · outbound

This paper cites Revisiting Feature Prediction for Learning Visual Representations from Video.

Topological sum rule for geometric phases of quantum gates Revisiting Feature Prediction for Learning Visual Representations from Video

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation c3bbbd9e-94f2-4f4b-8571-300692b94b8b · outbound

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Topological sum rule for geometric phases of quantum gates V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation af7d0ac1-5611-4802-90d0-e3838cae0bba · outbound

This paper cites Characterization of randomly time-variant linear channels,.

Topological sum rule for geometric phases of quantum gates Characterization of randomly time-variant linear channels,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation cd57ae32-a4f0-4075-a316-ad129f7d78f6 · outbound

This paper cites an unresolved cited work.

Topological sum rule for geometric phases of quantum gates Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 8825e2a0-7473-480f-8bd7-a73823b80398 · outbound

This paper cites Finite-state Markov channel-a useful model for radio communication channels,.

Topological sum rule for geometric phases of quantum gates Finite-state Markov channel-a useful model for radio communication channels,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 074870ed-fc1f-4ac2-936b-45a11b4eccfc · outbound

This paper cites Reading Radio from Camera: Visually-Grounded, Lightweight, and Interpretable RSSI Prediction.

Topological sum rule for geometric phases of quantum gates Reading Radio from Camera: Visually-Grounded, Lightweight, and Interpretable RSSI Prediction

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation e59e2380-68fc-4db3-b766-a60723f9aa1e · outbound

This paper cites Vision aided channel prediction for vehicular communications: A case study of received power prediction using RGB images,.

Topological sum rule for geometric phases of quantum gates Vision aided channel prediction for vehicular communications: A case study of received power prediction using RGB images,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation fcabcc68-d6fd-4431-b81e-c0b349c8aaf0 · outbound

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Topological sum rule for geometric phases of quantum gates ImageNet large scale visual recognition challenge,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 9af25dcd-c9ae-47ca-a204-2c8b24c83b64 · outbound

This paper cites EfficientNet: Rethinking model scaling for convolutional neural networks,.

Topological sum rule for geometric phases of quantum gates EfficientNet: Rethinking model scaling for convolutional neural networks,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation dd3a0bd3-594f-45d8-a474-fac77f3dca35 · outbound

This paper cites RankMe: Assessing the downstream performance of pretrained self-supervised representations by their rank,.

Topological sum rule for geometric phases of quantum gates RankMe: Assessing the downstream performance of pretrained self-supervised representations by their rank,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation 2108639c-beeb-431d-8f02-2ae835e9c5e2 · outbound

This paper cites LiDAR: Sensing linear probing performance in joint embedding SSL architectures,.

Topological sum rule for geometric phases of quantum gates LiDAR: Sensing linear probing performance in joint embedding SSL architectures,

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Observation a4cf2ea8-cb39-497a-aee8-ff441113f596 · outbound

This paper cites Alpamayo-R1: Bridging Reasoning and Action Prediction for Generalizable Autonomous Driving in the Long Tail.

Topological sum rule for geometric phases of quantum gates Alpamayo-R1: Bridging Reasoning and Action Prediction for Generalizable Autonomous Driving in the Long Tail

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-13T15:33:59.448352Z

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Pith citing papers

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