Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T11:54:21.248897Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2607.04889.
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 2026-07-11T11:54:21.248897Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
43 of 43 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7dcf52a6-8826-43ec-a3fa-8ffb5c930b31 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Deep unfolding- empowered energy efficiency optimization in RIS-assisted wireless communications,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f688be22-31d0-4b44-b8ed-95e24ea3df87 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Radio localization and mapping with reconfigurable intelligent surfaces: Challenges, opportunities, and research directions,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5acb6e61-f9f7-4eb6-bffa-18b7e5b93ed4 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Reconfigurable intelligent surfaces in 6G radio localization: A survey of recent developments, opportunities, and challenges,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26033a89-f3ca-49b0-9d2a-54bb1dfd3940 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Smart radio environments empowered by reconfigurable intelligent surfaces: How it works, state of research, and the road ahead,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20d52f59-b107-40ac-8f16-43ab10376ca7 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Reconfigurable intelligent surfaces for energy efficiency in wireless communication,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61a8dacf-bb74-4890-8ce1-67d35ac71267 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Active RIS vs. passive RIS: Which will prevail in 6G?
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f81e113-9755-4fe6-94fd-e2d306199aa5 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Active reconfig- urable intelligent surface: Fully-connected or sub-connected?
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91f317b4-840a-4549-9289-1425034342b0 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Hybrid relay- reflecting intelligent surface-assisted wireless communications,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e373b2d3-3884-4b79-936c-0efb7ae03711 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Efficient power allocation strategies in hybrid active-passive reconfigurable intelligent surfaces,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfb9ac26-ec0f-4e69-ad25-99e6aa4bcb47 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Energy- efficient cell-free network assisted by hybrid RISs,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da6d18af-4a4a-4e0a-9ac6-ef2bb8187252 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Energy-efficient beamforming optimization for hybrid-RIS-aided massive MIMO networks,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c655469e-eadf-47c8-b952-19466a1c00da · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Hybrid active-passive RIS transmitter-enabled energy-efficient multi-user communi- cations,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4088e1b-c5e4-419b-bb5d-df0ba983bbd6 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Distributed hybrid active-passive RIS-assisted THz wireless systems: Performance analysis and optimization,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b037b3f-43b7-4684-a9eb-93a08e5dcc66 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Energy efficiency optimization for hybrid active-passive RIS-aided com- munications: A novel dynamic subarray-based architecture,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ed22ee0-fcd2-4353-acf0-36192fc5b232 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Hybrid active-passive IRS-assisted energy-efficient wireless communica- tion,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9a0ae3c-9248-4d77-bc90-ef6d1afee6e2 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06cf446b-6d94-4cc5-80fa-c58549f01ffb · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Deep unfolding: Recent developments, theory, and design guidelines,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b032b78a-d950-4df6-9e1a-3cc1b8a43686 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Beamform- ing optimization for hybrid active-passive RIS-assisted wire- less communications: A rate-maximization perspective,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34fb96bc-ac68-4601-87ee-8ec2c4fa0873 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Active-passive IRS-aided wire- less communication: New hybrid architecture and elements allo- cation optimization,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 588aec08-e183-48d0-84e8-f9c4855c84e0 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Fairness enhancement of UA V systems with hybrid active-passive RIS,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b31cff2-1b64-4d01-9fd3-ed9629fbecd0 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Exploring hybrid active-passive RIS- aided MEC systems: From the mode-switching perspective,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60ad245c-5de6-4e7b-8bd9-4f865180e2aa · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Hybrid active-passive reconfigurable intelli- gent surface-assisted multi-user MISO systems,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78d737a1-ae9b-4ffd-a559-0b4e8b59f656 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Spectral–energy efficiency tradeoff of nearly- passive RIS in mimo urllc downlink: Diagonal versus beyond diagonal,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b48f2f90-a841-4555-a18b-5072cc5179e3 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Energy efficiency optimization in RIS-aided wireless networks: Active versus nearly-passive RIS with global reflection constraints,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2c2d0ae-d595-49ff-9823-82ee847b3ff8 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Online RIS configuration learning for arbitrary large numbers of 1-bit phase resolution elements,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01969af8-dcf7-40cb-8b1e-86176ca27da9 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Quantized phase alignment by discrete phase shifts for reconfigurable intelligent surface-assisted communication systems,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d59d0182-e659-4f14-8625-ef4a85f025c8 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding On the optimal number of reflecting elements for reconfigurable intelligent surfaces,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a897da7b-dd94-4c0f-847f-25000eda7356 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Hybrid active- passive RIS-empowered secure communications: Joint archi- tecture design and beamforming optimization,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 365e3cd1-bfe2-4519-becb-b2930a6f1abe · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding AI-empowered RIS-assisted NOMA networks: Deep learning or reinforcement learning?
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c412582-2eab-42c8-bd8b-61f5a12ef07a · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Deep learning-based rate-splitting multiple access for reconfigurable intelligent surface-aided tera-hertz massive MIMO,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 260845ed-1c24-4421-91db-4a9b9acc246d · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Deep unfolding for communications systems: A survey and some new directions,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c899d9f-86aa-4ad2-b0b8-365beb248312 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Joint design for RIS-aided ISAC via deep unfolding learning,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5bd3ed7-8d82-4e96-a6a7-f90f365cb982 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Joint communications and sensing hybrid beamforming design via deep unfolding,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a701b5d-8502-418f-8c39-c817abfaf6c6 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Active RIS versus passive RIS: Which is superior with the same power budget?
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4d3fdab-ddeb-4194-a06f-f7228db536e1 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Hybrid RIS with sub-connected active partitions: Performance analysis and transmission design,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b79a4412-0220-40ee-b9b6-0f60fa484684 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding On nonlinear fractional programming,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a5bce5e-cbdf-42c7-ae87-2e1987b1a766 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding The matrix cookbook,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b6b24ad-039e-4b15-8d91-666abe3c1923 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Unresolved cited work
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3390bcff-a1e0-42ff-bccc-1d6eb6e8174b · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Comprehensive review of deep unfolding tech- 14 niques for next-generation wireless communication systems,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15851a4e-e754-4ea3-9783-8e63a3a1c87e · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Understanding Top-k Sparsification in Distributed Deep Learning
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d587039-1344-44e0-a768-bfb39dfa9cd4 · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 129cfd3f-1fa5-4415-a947-6d35c79fed3d · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation daffbdfa-bdd0-4d32-a0f7-a1162cbd737f · outbound
Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding Hjørungnes, Complex-valued matrix derivatives: With appli- cations in signal processing and communications
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.