{"as_of":"2026-08-08T20:35:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:a38f483525fb38600fdfd90e84653ca056757423f2266921ad455069ccfb2f57","coverage":[{"denominator":43,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":43,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-11T11:54:21.248897Z","state":"measured"},{"denominator":43,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":43,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2607.04889/citation-record","integrity":"/paper/2607.04889/integrity","json":"/paper/2607.04889/citation-record.json","paper":"/paper/2607.04889"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1145/3703790","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Deep unfolding- empowered energy efficiency optimization in RIS-assisted wireless communications,","venue":null,"work_id":"c59d36b7-8c09-4dca-8bb9-db5bd58b7964","year":2025},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:7648590efed733d965a2b13d55048501962745b3b563776965dd493753d66122","observation_id":"7dcf52a6-8826-43ec-a3fa-8ffb5c930b31","resolution":{"observed_at":"2026-07-11T11:57:59.132152Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-07-12T00:19:55.515276+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-12T00:19:55.515276+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Radio localization and mapping with reconfigurable intelligent surfaces: Challenges, opportunities, and research directions,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:f472e724526690c305baa2d4f3f88d9ae9263d968df7c7b4e2a61c4e588aa59c","observation_id":"f688be22-31d0-4b44-b8ed-95e24ea3df87","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Reconfigurable intelligent surfaces in 6G radio localization: A survey of recent developments, opportunities, and challenges,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:913bba641bc6c889f5f1468b3e4b341f7b458142bb27eac952f708055d9a8dc8","observation_id":"5acb6e61-f9f7-4eb6-bffa-18b7e5b93ed4","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Smart radio environments empowered by reconfigurable intelligent surfaces: How it works, state of research, and the road ahead,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:1d4b1f47bdb5e74522f78463cc6ee41e6913e5c22a52e42c213449dd4b324b52","observation_id":"26033a89-f3ca-49b0-9d2a-54bb1dfd3940","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Reconfigurable intelligent surfaces for energy efficiency in wireless communication,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:a9fd6f59b630db705b076d29ee7b6832291a12a23ae9bb159a709220dd05c67d","observation_id":"20d52f59-b107-40ac-8f16-43ab10376ca7","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Active RIS vs. passive RIS: Which will prevail in 6G?","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:2e281179157b70a531fc5d0150d948897087f0268a07b58c201711cd441dedd8","observation_id":"61a8dacf-bb74-4890-8ce1-67d35ac71267","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Active reconfig- urable intelligent surface: Fully-connected or sub-connected?","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:db1a822c43136399fdb6bcec119c4fc6896988df68dafd62095ff2dea1f18d22","observation_id":"7f81e113-9755-4fe6-94fd-e2d306199aa5","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Hybrid relay- reflecting intelligent surface-assisted wireless communications,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:38e054d429e2dc4f0c0420a08bf434890e427415251da63afa4087f40a92eaa8","observation_id":"91f317b4-840a-4549-9289-1425034342b0","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Efficient power allocation strategies in hybrid active-passive reconfigurable intelligent surfaces,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:6495a6185ef046e5314998097950181aec567543342f77a4c6873da22c4f0653","observation_id":"e373b2d3-3884-4b79-936c-0efb7ae03711","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Energy- efficient cell-free network assisted by hybrid RISs,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:68f38884d2a0162e368b440f94f16fdb65db7c33a8b1925b2f97f2952de68daf","observation_id":"dfb9ac26-ec0f-4e69-ad25-99e6aa4bcb47","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Energy-efficient beamforming optimization for hybrid-RIS-aided massive MIMO networks,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:77eb994b2ace55d51aafbfa4d43af4867d5552368bc675bb58aa8996d2c7f6e6","observation_id":"da6d18af-4a4a-4e0a-9ac6-ef2bb8187252","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Hybrid active-passive RIS transmitter-enabled energy-efficient multi-user communi- cations,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:5559abf05ede461dd872dff3e8cb4ac8ba4c18806f1dcdce9466f9134ebcb577","observation_id":"c655469e-eadf-47c8-b952-19466a1c00da","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Distributed hybrid active-passive RIS-assisted THz wireless systems: Performance analysis and optimization,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:968e1257f3b45fec5d6a0f09fd523d95e55316b299c389a6bd9c599bde8643dc","observation_id":"d4088e1b-c5e4-419b-bb5d-df0ba983bbd6","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Energy efficiency optimization for hybrid active-passive RIS-aided com- munications: A novel dynamic subarray-based architecture,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:b7c6098c3957c8bf71ad080d4fb491a7a00fb8fe4324ddd0011c7b35bc1f9d22","observation_id":"2b037b3f-43b7-4684-a9eb-93a08e5dcc66","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Hybrid active-passive IRS-assisted energy-efficient wireless communica- tion,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:a059b9049eeb8d4b69aa3e7b34f7356c9cdf9cd9523d76aa34ca82b8219f65fb","observation_id":"2ed22ee0-fcd2-4353-acf0-36192fc5b232","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1409.2574","last_updated":"2014-11-20T01:52:53Z","snapshot_observed_at":"2026-08-03T21:37:00.074227Z","submitted_at":"2014-09-09T02:31:11Z","title":"Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1409.2574","snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Deep unfolding: Model-based inspiration of novel deep architectures,","venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"cited_paper":"/paper/1409.2574","citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:6d742a77888a7d1460a5f9c1bd26829423027d05903f07b8b49e85d7f5081183","observation_id":"c9a0ae3c-9248-4d77-bc90-ef6d1afee6e2","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Deep unfolding: Recent developments, theory, and design guidelines,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:9f671d2afb42f7ac2a60ca1f828c428aec44812861d52138f0baa84f29f46811","observation_id":"06cf446b-6d94-4cc5-80fa-c58549f01ffb","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Beamform- ing optimization for hybrid active-passive RIS-assisted wire- less communications: A rate-maximization perspective,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:635d1b29dce96c82df59491c4dd6439a58265f8c96f2e5f0f4647187c340aaa4","observation_id":"b032b78a-d950-4df6-9e1a-3cc1b8a43686","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Active-passive IRS-aided wire- less communication: New hybrid architecture and elements allo- cation optimization,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:34f59a188b275a603aaafeccfcfbaa9d3c6d168565880eadaa2bae0fb9600eed","observation_id":"34fb96bc-ac68-4601-87ee-8ec2c4fa0873","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Fairness enhancement of UA V systems with hybrid active-passive RIS,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:32bd1c692e5afa5c760af601e91a673a651a2270e877851a07775809bfde80fc","observation_id":"588aec08-e183-48d0-84e8-f9c4855c84e0","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Exploring hybrid active-passive RIS- aided MEC systems: From the mode-switching perspective,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:eb2b10321fc3c00ea7f125a90be5e7ea61c8007349873a85dcb0e90c54570103","observation_id":"0b31cff2-1b64-4d01-9fd3-ed9629fbecd0","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Hybrid active-passive reconfigurable intelli- gent surface-assisted multi-user MISO systems,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:066f86c3ca9fcbc3ae1324ca954fb0dd61fd3e7310f6a369c3e53a13df31e94e","observation_id":"60ad245c-5de6-4e7b-8bd9-4f865180e2aa","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Spectral–energy efficiency tradeoff of nearly- passive RIS in mimo urllc downlink: Diagonal versus beyond diagonal,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:165a1718beca59b02e70c2433bd2e2306418f94aa6a3f2e0e0680cf866fa1a61","observation_id":"78d737a1-ae9b-4ffd-a559-0b4e8b59f656","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Energy efficiency optimization in RIS-aided wireless networks: Active versus nearly-passive RIS with global reflection constraints,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:c1566fdd2e463138df8448b230d95618a1874c77084cbc57a47fe469e91faae3","observation_id":"b48f2f90-a841-4555-a18b-5072cc5179e3","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Online RIS configuration learning for arbitrary large numbers of 1-bit phase resolution elements,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:e9b86ac5cc547a6eba21c970ab56092cec4b5fdd7a9b51ff475b3d88a77bcb5b","observation_id":"a2c2d0ae-d595-49ff-9823-82ee847b3ff8","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Quantized phase alignment by discrete phase shifts for reconfigurable intelligent surface-assisted communication systems,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:98720e75d9e471229611e99e554fa927c308c751ce370ef0daa8378844ed6a84","observation_id":"01969af8-dcf7-40cb-8b1e-86176ca27da9","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"On the optimal number of reflecting elements for reconfigurable intelligent surfaces,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:92763844e058d4cf2c370183a98d653f298a0c54414183cabfe56ee1b36f0e51","observation_id":"d59d0182-e659-4f14-8625-ef4a85f025c8","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Hybrid active- passive RIS-empowered secure communications: Joint archi- tecture design and beamforming optimization,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:b10619f048e081a1ff2ef113388e96e2af3ff481e10414d87baad689c39931e2","observation_id":"a897da7b-dd94-4c0f-847f-25000eda7356","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"AI-empowered RIS-assisted NOMA networks: Deep learning or reinforcement learning?","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:05651229312c4b7a2c1044d21692381d7b0f689c74c4df0628fe845ab52903cd","observation_id":"365e3cd1-bfe2-4519-becb-b2930a6f1abe","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Deep learning-based rate-splitting multiple access for reconfigurable intelligent surface-aided tera-hertz massive MIMO,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:c67251740d5b06b74e9d940ccf2eb2dae3a291d315b74270edb06418c72b4274","observation_id":"2c412582-2eab-42c8-bd8b-61f5a12ef07a","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Deep unfolding for communications systems: A survey and some new directions,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:d79125f6f29e5466c4e43f41c4397f84624c68f079988bb3e6ce60e41603d2eb","observation_id":"260845ed-1c24-4421-91db-4a9b9acc246d","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Joint design for RIS-aided ISAC via deep unfolding learning,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:b23b2c69529c9c6ffe1faf599916261bac72f017e6f4149fc56cdf0150f61936","observation_id":"0c899d9f-86aa-4ad2-b0b8-365beb248312","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Joint communications and sensing hybrid beamforming design via deep unfolding,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:2b896f6ee6c6f6f8ad56c7954100b3a7feecd20c89be4c6d3fe2d772268a06de","observation_id":"e5bd3ed7-8d82-4e96-a6a7-f90f365cb982","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Active RIS versus passive RIS: Which is superior with the same power budget?","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:1334c3364958b41c19105ba7900285448d979916c68fdf9cc89b5182d742f191","observation_id":"7a701b5d-8502-418f-8c39-c817abfaf6c6","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Hybrid RIS with sub-connected active partitions: Performance analysis and transmission design,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:4145666586d1c5d17457ec66949f8ef5ba2e4b537fa94e287bd33edf93cf3e5e","observation_id":"f4d3fdab-ddeb-4194-a06f-f7228db536e1","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"On nonlinear fractional programming,","venue":null,"work_id":null,"year":1967},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:a6f9ce98893718c5e0ffe88da66c7faa99417c7000dd7eb165599dbc91c1a1d2","observation_id":"b79a4412-0220-40ee-b9b6-0f60fa484684","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"The matrix cookbook,","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:656e43ffc9369c54c4927a006fbe81c53d210644e42ce5f00dbb2fcff3a5e90e","observation_id":"4a5bce5e-cbdf-42c7-ae87-2e1987b1a766","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":null,"venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:05f87f3d8f653b58c1f9575d64838883057107ed3aade5e4f0189c4fc45ce8fe","observation_id":"3b6b24ad-039e-4b15-8d91-666abe3c1923","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Comprehensive review of deep unfolding tech- 14 niques for next-generation wireless communication systems,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:817c3a87d5d434758e245832914050478ef434637662c342ed2b88992eb1f5ae","observation_id":"3390bcff-a1e0-42ff-bccc-1d6eb6e8174b","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1911.08772","last_updated":"2019-11-20T08:50:59Z","snapshot_observed_at":"2026-08-08T15:30:46.445288Z","submitted_at":"2019-11-20T08:50:59Z","title":"Understanding Top-k Sparsification in Distributed Deep Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1911.08772","snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Understanding top- k sparsification in distributed deep learning,","venue":null,"work_id":null,"year":1911},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"cited_paper":"/paper/1911.08772","citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:2b78084d9788a635cb6b6c2c144f5a866c9f0d36453c76b545eeb6e8b81f8ff4","observation_id":"15851a4e-e754-4ea3-9783-8e63a3a1c87e","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1308.3432","last_updated":"2013-08-15T15:19:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2013-08-15T15:19:34Z","title":"Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1308.3432","snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Estimating or prop- agating gradients through stochastic neurons for conditional computation,","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"cited_paper":"/paper/1308.3432","citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:060b6dfc97397ec04d3c65238972489ac0a6b5124e78a712351ce8b663b5d9d9","observation_id":"4d587039-1344-44e0-a768-bfb39dfa9cd4","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1903.05662","last_updated":"2019-09-25T14:33:44Z","snapshot_observed_at":"2026-07-06T07:39:06.044012Z","submitted_at":"2019-03-13T18:23:43Z","title":"Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1903.05662","snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Un- derstanding straight-through estimator in training activation- quantized neural nets,","venue":null,"work_id":null,"year":1903},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"cited_paper":"/paper/1903.05662","citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:29b56ec6fa014036081418e57c7eb22d7d3e80d94408f9358f151a5feb6c9eeb","observation_id":"129cfd3f-1fa5-4415-a947-6d35c79fed3d","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-11T11:54:21.248897Z","title":"Hjørungnes, Complex-valued matrix derivatives: With appli- cations in signal processing and communications","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-07-11T11:54:21.248897Z"},"links":{"citing_paper":"/paper/2607.04889"},"observation_digest":"sha256:782271d4791dfa4f677cccf523bbc0287eb66a8ef6464275152e60265e76c4e9","observation_id":"daffbdfa-bdd0-4d32-a0f7-a1162cbd737f","resolution":{"observed_at":"2026-07-11T11:54:21.248897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.04889","last_updated":"2026-07-06T10:13:35Z","latest_version":1,"primary_category":"eess.SP","snapshot_observed_at":"2026-08-08T10:46:18.267760Z","submitted_at":"2026-07-06T10:13:35Z","title":"Energy Efficiency Maximization for Hybrid RIS-Aided Communications via Deep Unfolding"},"reference_resolution":{"displayed":43,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":42,"verified_exact":1,"verified_fuzzy":0},"total_outbound_references":43},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"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."}