Align CISR24 metadata with CDTFNet manuscript

Metadata-only correction. Dataset payload, DOI revision, version, manifests, audits, and licenses are unchanged.

CHANGELOG.md

@@ -1,5 +1,16 @@
 # Changelog
 
+## 2026-07-28 metadata correction
+
+- align the accompanying paper title and model name with the final manuscript:
+  `CDTFNet: A Cross-Domain Token-Fusion Transformer for Waveform-Level
+  Electromagnetic Awareness in Low-Altitude Intelligent Networks`;
+- record the registered dataset DOI in current metadata.
+
+No HDF5 payload, manifest, class definition, generator, audit result, license,
+or release version changed. DOI 10.57967/hf/9724 remains bound to the immutable
+`v1.1.1` revision; the mutable repository HEAD contains this metadata correction.
+
 ## 1.1.1
 
 - adopt the paper dataset name `CISR24` across public generation and storage;

CITATION.cff

@@ -9,6 +9,7 @@ authors:
     given-names: "Maoqian"
 repository-code: "https://github.com/chaser1780/CISR24"
 url: "https://huggingface.co/datasets/okra123/CISR24"
+doi: "10.57967/hf/9724"
 license: CC-BY-4.0
 keywords:
   - integrated sensing and communication

README.md

@@ -15,8 +15,8 @@ tags:
 # CISR24
 
 CISR24 is the controlled complex-baseband benchmark introduced in the paper
-"DDTFNet: A Dual-Domain I/Q-STFT Token-Fusion Transformer for Unified ISAC
-Waveform Recognition." It defines one closed-set task over 24 waveform classes:
+"CDTFNet: A Cross-Domain Token-Fusion Transformer for Waveform-Level
+Electromagnetic Awareness in Low-Altitude Intelligent Networks." It defines one closed-set task over 24 waveform classes:
 10 communication, 6 sensing, and 8 integrated sensing and communication (ISAC)
 classes.
 
@@ -112,5 +112,5 @@ follows [docs/SHORTCUT_AUDIT.md](docs/SHORTCUT_AUDIT.md).
 
 CISR24 is authored by QI Maoqian. Dataset artifacts are licensed under CC BY
 4.0 and source code is licensed under Apache License 2.0. Release locations and
-version status are recorded in [RELEASE.md](RELEASE.md). The version DOI will be
-added after this finalized Hugging Face revision is registered.
+version status are recorded in [RELEASE.md](RELEASE.md). The dataset version is
+registered as [DOI 10.57967/hf/9724](https://doi.org/10.57967/hf/9724).

RELEASE.md

@@ -1,12 +1,16 @@
 # CISR24 v1.1.1 release
 
+- Dataset DOI: <https://doi.org/10.57967/hf/9724>
+- DOI revision: `e2c10d038b98b0821acca7f09a6b51dcee2a2ba2`
 - Dataset: <https://huggingface.co/datasets/okra123/CISR24>
-- Source code: <https://github.com/chaser1780/CISR24>
 - Source release: <https://github.com/chaser1780/CISR24/releases/tag/v1.1.1>
 - Author: QI Maoqian
 - Data license: CC BY 4.0
 - Code license: Apache License 2.0
 
-The version DOI will be recorded here and in `CITATION.cff` after the finalized
-Hugging Face revision is registered. Do not cite a mutable branch URL as a
-substitute for the dataset DOI and versioned source release.
+Use the DOI for the dataset citation and the tagged GitHub release for the
+generation, validation, and loader source snapshot.
+
+Metadata correction (2026-07-28): the mutable repository HEAD aligns the paper
+title and model name with the final CDTFNet manuscript. The dataset payload and
+DOI revision are unchanged.

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docs/DATA_CARD.md

@@ -4,7 +4,7 @@
 
 CISR24 is a synthetic complex-baseband IQ benchmark for unified recognition of
 24 communication, sensing, and ISAC waveforms. It is intended to accompany the
-DDTFNet paper and uses one shared label space across all three superclasses.
+CDTFNet paper and uses one shared label space across all three superclasses.
 
 ## Composition
 
@@ -56,5 +56,5 @@ CISR24 is authored by QI Maoqian. Dataset artifacts are licensed under CC BY
 4.0, while generators, loaders, and validation tools are licensed under Apache
 License 2.0. Source code is hosted at
 <https://github.com/chaser1780/CISR24>, and the full release is hosted at
-<https://huggingface.co/datasets/okra123/CISR24>. The version DOI will be added
-after the finalized Hugging Face revision is registered.
+<https://huggingface.co/datasets/okra123/CISR24>. The registered dataset version
+is [DOI 10.57967/hf/9724](https://doi.org/10.57967/hf/9724).

docs/PUBLIC_RELEASE.md

@@ -69,8 +69,9 @@ Do not upload until all of the following are complete:
 - select data/code licenses and confirm citation authors and DOI;
 - create a clean Git commit and record it in release metadata.
 
-After the final Hugging Face revision is frozen, generate its DOI and record it
-in `CITATION.cff` and the paper's dataset reference. Tag the matching GitHub
-source revision and link both records. The attached paper PDF is the source of
-truth for this alignment and is not modified by this release workflow. Do not
-cite only a mutable branch URL.
+The finalized Hugging Face revision is registered as
+[DOI 10.57967/hf/9724](https://doi.org/10.57967/hf/9724), and the matching source
+release is tagged as
+[v1.1.1](https://github.com/chaser1780/CISR24/releases/tag/v1.1.1). The attached
+paper PDF is the source of truth for this alignment and is not modified by this
+release workflow. Do not cite only a mutable branch URL.

docs/REPRODUCIBILITY.md

@@ -5,8 +5,8 @@ location. A mutable branch URL is not a substitute for a release tag or DOI.
 
 | Artifact | Canonical release content | Public location |
 | --- | --- | --- |
-| HDF5 payload | `hdf5/cisr24_{train,val,test}.h5` | [Hugging Face dataset](https://huggingface.co/datasets/okra123/CISR24) |
-| Manifests and seeds | `manifests/cisr24_*_manifest.csv[.gz]` | same dataset revision |
+| HDF5 payload | `hdf5/cisr24_{train,val,test}.h5` | [DOI 10.57967/hf/9724](https://doi.org/10.57967/hf/9724) |
+| Manifests and seeds | `manifests/cisr24_*_manifest.csv[.gz]` | same data DOI |
 | Generator source | `provenance/CISR24-source.tar.gz` | [GitHub v1.1.1](https://github.com/chaser1780/CISR24/releases/tag/v1.1.1) and data revision |
 | Taxonomy and schema | `classes.csv`, `docs/SCHEMA.md` | GitHub tag and data revision |
 | Release configuration | `audit/release_meta.json` | same dataset revision |
@@ -15,7 +15,7 @@ location. A mutable branch URL is not a substitute for a release tag or DOI.
 | Integrity index | `files.csv`, `SHA256SUMS` | same dataset revision |
 | Code license | `LICENSE-CODE` | GitHub tag and data revision |
 | Data license | `LICENSE-DATA` | GitHub tag and data revision |
-| Citation | `CITATION.cff` | GitHub tag and data DOI |
+| Citation | `CITATION.cff` | GitHub tag and [data DOI](https://doi.org/10.57967/hf/9724) |
 
 ## Determinism
 

files.csv

@@ -32,15 +32,15 @@ audit/shortcut/shortcut_mutual_information.csv,audit,3818,bddbaef79976d4eb307ebe
 audit/shortcut_audit_train.json,audit,17872,dcacd24f5aad945ceb7461dbd71df9ccb35e8fb102377f56367867b2643fa38f
 audit/validate_release.json,audit,2049,5c4d3d886bdaa5f44bbe09dc9625ee9e2f4d16eff1c0a6aa01b43e452adf0e0f
 audit/waveform_conformance.json,audit,3185,83b813107826ebc186b96d2e073e52717721c6386361d314feabab4428b08719
-CHANGELOG.md,metadata,835,7452d548e7cebd5697b8890352a35e97fe5ee15d444643f489383a5344ebf629
-CITATION.cff,metadata,546,1ce0a3fb357d8c711e8b478b192db5ffe1c9f98908057bcfd4a7002aaa1df8f0
+CHANGELOG.md,metadata,1387,b3244f4ef6d4d3c1b06cbbc6a77d299adcbaf770374906ce54ee635e81aa66d2
+CITATION.cff,metadata,570,414737a74d5e62099f8f6932c1cfe9b209102c5cf5d83b675b5d24223792bac1
 classes.csv,metadata,1676,4c7306cb12e5c27b99220dc1ef802ce1aeccc7635d0afff93ec0d96474134bea
-docs/DATA_CARD.md,metadata,2494,5fd2f2d6e14278cbf73d8e7437064cffffe42025365df6ba57aa04eed720f458
+docs/DATA_CARD.md,metadata,2499,35a30b6bfa66ac71a0ffd44a15a60c93d0a3864706a0b76b53833fa1a238b872
 docs/DATASET_SPEC.md,metadata,8921,344d84c30bb85646d25ca93ea3cd6eed62a645064378ff6d72419d6a15d5cd97
 docs/GENERATION_ALGORITHM.md,metadata,2434,fd521d4bb46f9a6d9ce6cdf35a136eced3762a44ef2d250fef70ff791b1ef40c
 docs/PAPER_ALIGNMENT.md,metadata,3202,3d1bd8723ee1f475bd8c670751599774d1bfe0fc52b84cb1d31829c3e1174ed5
-docs/PUBLIC_RELEASE.md,metadata,2257,5dea005a280e35a1a1ba8131d738ee5c9016ae37cfa1515e1f87cbb44ced9d9a
-docs/REPRODUCIBILITY.md,metadata,2099,2628a2db78c50dfa1c78adae73b17363b548998e812d6ceae7256036e940470e
+docs/PUBLIC_RELEASE.md,metadata,2285,fdade2ee51bc03499a802168e47a4881fe02a18f0d81cda8c40527be8be4e1a8
+docs/REPRODUCIBILITY.md,metadata,2113,56a8839a697039d2cf5b26d3a5c5fb3588d74d004920e97578e77b87fd816cfb
 docs/SCHEMA.md,metadata,1740,222fb0ccf4f2a294ac87b258a09b89849852cc5572ab59f1da6ef6e9c8c61d5e
 docs/SHORTCUT_AUDIT.md,metadata,1899,361aa379e6f620ae6cbfc36580e5d47da2b14ac07c9b13a069fc0425c72f8dd2
 hdf5/cisr24_test.h5,data,827412808,7a474a1e8ac3deee09e6b299766090bf2d554773cf363cf763376276dbbf4f27
@@ -57,6 +57,6 @@ manifests/cisr24_train_manifest.csv.gz,manifest,6513093,15e300f83ad99d7fc22c38f7
 manifests/cisr24_val_manifest.csv,manifest,28905735,426f7cf65c04125cb4bb33385b0d98583ca2e5549ec75d39e498f94299ade8d8
 manifests/cisr24_val_manifest.csv.gz,manifest,1288696,cc6b9a1b04d1f2b75da079e2f13f0bd61fb74d25b7ca32fb95924226b5dcfb6d
 provenance/CISR24-source.tar.gz,provenance,237112,462b932542edf6157b7b934a891e0df311c2a48c0167dc9ad4e3c3863a307d62
-README.md,metadata,4124,73bfdd51e5fdcd8050cff6845bf87642ac39eacb36923b2360d9390f279c2763
-RELEASE.md,metadata,515,9f534abc081470d0c1472657c9c46c8a0936a9a4232b0f36c263cc6feb244bee
+README.md,metadata,4167,57a197f0113fd421d6c1206c869f1571469d47e7de832f0c9021c2656bc4ecea
+RELEASE.md,metadata,669,df9feddd6407e59a9b84efb437698a9554d3496cd3aa9c0a112b6047b40f5457
 SUCCESS,metadata,0,e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855