Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:21:17.667655Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 0 inbound Pith citation observations for arXiv:2501.08871.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:21:17.667655Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
69 of 69 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d13b8e7e-ad8f-4992-a4f0-59d36bdfd937 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Graph Neural Network-Based Joint Equalization and Decoding,
Reference 1
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 291a00a9-d655-4feb-a219-8044e80e0994 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Proakis, Digital Communications
Reference 2
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 c64f99c4-f8af-475a-8071-02ffc381da2d · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Towards 6G wireless communication networks: vision, enabling technologies, and new paradigm shifts,
Reference 3
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 8fb7a2bf-e907-4360-83da-855bbc900682 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Multilayer perceptron structures applied to adaptive equalisers for data communications,
Reference 4
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 a83b299d-ca33-410a-bb8c-dac5c58464d2 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Model-based Deep Learning,
Reference 5
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 53d10b60-d45b-4d3c-b0e9-806304b1495a · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Extrinsic Neural Network Equalizer for Channels with High Inter-Symbol-Interference,
Reference 6
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 b3925886-475a-4c1e-afc9-a9b0f00a47d1 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Joint neural network equalizer and decoder,
Reference 7
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 bfab18a4-3986-405e-b0d4-8489068c40a3 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Using recurrent neu- ral networks for adaptive communication channel equalization,
Reference 8
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 5dc10653-ecba-49ed-8265-43e3b15b29e1 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Neural Network Detection of Data Sequences in Communication Systems,
Reference 9
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 11ff3eab-53af-49b0-bd9b-2cd3e9bb5068 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Neural network-based successive interference cancellation for non-linear bandlimited channels,
Reference 10
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 263788aa-3435-4991-abf6-9fed1cfb3978 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Optimal decoding of linear codes for minimizing symbol error rate (corresp.),
Reference 11
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 ea3db6bf-d0db-497d-9526-55d414bb36f7 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Data-driven factor graphs for deep symbol detection,
Reference 12
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 c6fb3963-2f0d-469a-b069-f88db516165e · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Lower Bounds on Error Probability in the Presence of Large Intersymbol Interference,
Reference 13
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 f0a206c7-8fa8-4a77-9422-11e63d815583 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Adaptive Maximum-Likelihood Receiver for Carrier- Modulated Data-Transmission Systems,
Reference 14
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 cfd7afbe-a8e9-47f2-ad36-af77c6654806 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Factor graphs and the sum- product algorithm,
Reference 15
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 66432290-4be0-4299-acc9-87eca13e386e · outbound
Joint Detection and Decoding: A Graph Neural Network Approach On the application of factor graphs and the sum-product algorithm to ISI channels,
Reference 16
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 11966095-6b60-444c-aaaa-d495efe25969 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach SISO Detection Over Linear Channels With Linear Complexity in the Number of Interferers,
Reference 17
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 7450e044-4750-48f7-84c5-4b645429cdc7 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach A Novel Sum-Product Detection Algorithm for Faster-Than-Nyquist Signaling: A Deep Learning Ap- proach,
Reference 18
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 3d9c7ef6-17fe-41ee-ac15-36d9d44399d0 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Low-Complexity Near-Optimum Symbol Detection Based on Neural Enhancement of Factor Graphs,
Reference 19
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 093fb33b-f888-4653-b1d8-d5f3c23e5e77 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Learning to decode linear codes using deep learning,
Reference 20
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 b70b955e-9f22-4dd5-a090-5f4b6924d3a8 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach The graph neural network model,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fa65752-241b-4914-a934-1f267f93f071 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Factor graph neural networks,
Reference 22
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 3fb32879-a395-444c-ae38-d05e3687be6a · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Neural Enhanced Belief Propagation on Factor Graphs,
Reference 23
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 48ee55bb-3bf8-4a0c-92ae-3dacbba621e3 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Graph Neural Networks for Channel Decoding,
Reference 24
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 8556d157-d060-4ef9-bd3c-ae836337e728 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Graph Neural Networks for Massive MIMO Detection
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 814bb7e9-b896-4154-9cf1-763a5b4ee916 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach A Neural Receiver for 5G NR Multi-User MIMO,
Reference 26
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 bd4c715d-9ba9-4d13-82b3-61e1be8134bd · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Graph Neural Network Aided MU-MIMO Detectors,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50590b76-2f28-4454-a235-200027093aa5 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Initial Results on Deep Learning for Joint Channel Equalization and Decoding,
Reference 29
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 cbed35fa-0f9d-4b99-8f61-6e5a8028fb8e · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Neural Network- Aided BCJR Algorithm for Joint Symbol Detection and Channel De- coding,
Reference 30
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 40b46544-0c4f-43ba-a4bd-a99f9651a21e · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Joint Equalization and LDPC Decoding,
Reference 31
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 f016b89d-3537-4c82-a65f-676f1b1e2f8b · outbound
Joint Detection and Decoding: A Graph Neural Network Approach A comparison of optimal and sub-optimal MAP decoding algorithms operating in the log domain,
Reference 32
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 f1bb9b27-b754-4afc-b8db-b222d37fa567 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Convergence behavior of iteratively decoded parallel concatenated codes,
Reference 33
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 0a58aa6c-d9fa-481c-9203-6e9cc6d34142 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Convergence analysis and optimal scheduling for multiple concatenated codes,
Reference 34
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 98cfe4df-ca20-4f9f-83bb-6fbfcf9e5b74 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach The turbo principle in mobile communications,
Reference 35
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 0c5d8b3b-4a1b-4359-b33c-db9dbab11790 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach A mathematical theory of communication,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f55b412-856b-4aed-8e82-eea5601755de · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Extrinsic information transfer functions: model and erasure channel properties,
Reference 37
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 f0c7901b-c356-4024-aef7-e3baea782c92 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Achievable Rates for Probabilistic Shaping
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a890cff-8c70-4711-91dd-3d97ae13263b · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Trainable Communication Systems: Concepts and Prototype,
Reference 39
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 b309c3b6-5741-4de8-9fff-dfe897503372 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Understanding the difficulty of training deep feedforward neural networks,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4671eb5b-14ab-4566-8661-25243f8f859c · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Graph Attention Networks
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2682560-9091-40f1-80bd-eb4651eb0f09 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Adaptive channel memory truncation for maximum likelihood sequence estimation,
Reference 42
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 5e470844-379f-453e-8dbf-3bd4b2dae2ee · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Optimal Channel Shortening for MIMO and ISI Channels,
Reference 43
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 bb14c9dd-37e3-496d-afba-be68de566d4b · outbound
Joint Detection and Decoding: A Graph Neural Network Approach On the application of factor graphs and the sum-product algorithm to isi channels,
Reference 44
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 a1fc82c6-2ebe-4760-b431-58d131224d24 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Block expectation propagation equalization for ISI channels,
Reference 45
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 aed2e177-0d18-447a-94c9-2a155243898c · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Learned Belief- Propagation Decoding with Simple Scaling and SNR Adaptation,
Reference 46
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 949fb9d1-5e60-4af9-bbac-847214ad17ba · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Adam: A Method for Stochastic Optimization
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98d9551c-2191-450d-a07c-ab680b38e76f · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Joint equalization and decoding: why choose the iterative solution?
Reference 48
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 b81add4d-720e-4d09-9e7b-d1c7cdf2b483 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Szczecinski and A
Reference 49
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 af51a38f-c6eb-4deb-89d6-679e5e43ca8b · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Maximum-likelihood sequence estimation of digital sequences in the presence of intersymbol interference,
Reference 50
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 060434d2-632c-4da6-a694-65f9e0efae91 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Explainability in Graph Neural Networks: A Taxonomic Survey,
Reference 51
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 3ce2ba01-29b7-484f-86be-5567c8bda653 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Local message passing on frustrated systems,
Reference 52
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 c6d54860-3aef-469b-bdf8-c65e8e345546 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection,
Reference 53
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 d605380b-ea98-47af-b289-c586afcffbfd · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Sionna: An Open-Source Library for Next-Generation Physical Layer Research,
Reference 54
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 8a7c3997-a8e4-49a1-9385-249ac75e2430 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Bellman, Adaptive Control Processes: A Guided Tour
Reference 55
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 91424927-0716-47b6-b613-60154e037599 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach High-Dimensional Data Analysis: The Curses and Bless- ings of Dimensionality,
Reference 56
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 52df1734-a207-4e2f-bdba-d76014effead · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Bit-interleaved coded modula- tion,
Reference 57
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 1cdd6714-a042-4ee5-a6c7-e3375604d1ff · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Iterative correction of intersymbol interference: Turbo-equalization,
Reference 58
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 b0bd24b2-ba49-4620-81fb-f0f44d3fd81c · outbound
Joint Detection and Decoding: A Graph Neural Network Approach DUIDD: Deep- Unfolded Interleaved Detection and Decoding for MIMO Wireless Systems,
Reference 59
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 99625a36-59fd-486f-8eb7-849a09009727 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Neural Turbo Equalization: Deep Learning for Fiber-Optic Nonlinearity Compensation,
Reference 60
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 7e2c1876-f3ea-405f-aa9e-3f100a6dc4f7 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Serial vs. Parallel Turbo-Autoencoders and Accelerated Training for Learned Channel Codes,
Reference 61
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 4002caf7-b288-441b-9f98-29f5f2920301 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Minimum mean squared error equalization using a priori information,
Reference 62
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 c1e88861-9614-43dd-97f9-c8802550360b · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Turbo EP-Based Equalization: A Filter-Type Implementation,
Reference 63
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 433f6022-d1d9-462a-8d22-bef0d38a1c16 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach A fast algorithm for the inversion of general Toeplitz matrices,
Reference 64
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 6b9026a3-7e15-4580-89ae-d088d5f6f177 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Expectation Propagation as Turbo Equalizer in ISI Channels,
Reference 65
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 912942b3-f26e-48b9-9a77-aa8253a8e8b6 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Learning Joint Detection, Equalization and Decoding for Short-Packet Communica- tions,
Reference 66
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 d00bf0bf-bbd8-417c-a782-3dbc59b23a58 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Sparse Neural Network for Detection and Decoding of Non-Binary Polar-Coded SCMA,
Reference 67
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 1f1ea19b-506c-4b89-80cf-b602a3826141 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Design of a Standard-Compliant Real-Time Neural Receiver for 5G NR
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b39bf9d-2ec8-4afd-b068-7de034995668 · outbound
Joint Detection and Decoding: A Graph Neural Network Approach From Algorithm to Implementation: Enabling High-Throughput CNN- Based Equalization on FPGA for Optical Communications,
Reference 69
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 86ced5ef-66ad-4547-b952-366c5bfab12b · outbound
Joint Detection and Decoding: A Graph Neural Network Approach Implementing neural network-based equalizers in a coherent optical transmission system using field-programmable gate arrays,
Reference 70
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.
No inbound Pith citation observations are available.