Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T11:41:01.345709Z
Paper Citation Record · LEDGER
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction
As of 5 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2604.22979.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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
Reference resolution
24 of 24 outbound references displayed
- verified exact0
- verified fuzzy23
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a65199eb-f7a8-4188-a81a-4081b6b1c15f · outbound
This paper cites Understanding and modeling of WiFi signal based human activity recognition.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Understanding and modeling of WiFi signal based human activity recognition
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.912701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f9049c12-12a8-4723-a699-4887e19800ee · outbound
This paper cites Widar3.0: Zero-effort cross-domain gesture recognition with wi-fi.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Widar3.0: Zero-effort cross-domain gesture recognition with wi-fi
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.856482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 64d0fca4-c4a9-4e3d-9bc4-1b90ef2ce224 · outbound
This paper cites Accurate passive radar via an uncertainty-aware fusion of wi- fi sensing data.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Accurate passive radar via an uncertainty-aware fusion of wi- fi sensing data
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.955713Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 40b7cefe-e2c4-4e08-af0e-a3e59ab7c2f5 · outbound
This paper cites Preliminary insights into resource-constrained neuro- symbolic causal complex event processing.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Preliminary insights into resource-constrained neuro- symbolic causal complex event processing
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.952116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 63edfd53-6ddd-4dbc-be40-a1e7c69d1775 · outbound
This paper cites Auto-encoding variational bayes.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Auto-encoding variational bayes
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.948722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 93be12b2-0e02-41d1-924c-b6b2e4625037 · outbound
This paper cites Categorical reparameterization with gumbel-softmax.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Categorical reparameterization with gumbel-softmax
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.916153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0d32408a-2eb4-45d4-8ce5-9474ae03b9bc · outbound
This paper cites The concrete distribution: A con- tinuous relaxation of discrete random variables.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction The concrete distribution: A con- tinuous relaxation of discrete random variables
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.945354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d513e231-a5c8-4e4d-ad72-a197f01c050d · outbound
This paper cites High-recall causal discovery for auto- correlated time series with latent confounders.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction High-recall causal discovery for auto- correlated time series with latent confounders
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.920042Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation bce182b1-c4a6-4fd2-bc9c-85d535fe608c · outbound
This paper cites Detecting and quantifying causal associations in large nonlinear time series datasets.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Detecting and quantifying causal associations in large nonlinear time series datasets
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.849096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 29f3f751-8d65-4417-9e5d-091212823900 · outbound
This paper cites The temporal logic of programs.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction The temporal logic of programs
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.934553Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0d9e7513-7736-4361-8c4d-8facc2a4d102 · outbound
This paper cites Baier and J.-P.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Baier and J.-P
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.852879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 8ab191f6-9a53-4981-9445-c8e7121b8f32 · outbound
This paper cites DeepProbLog: Neural probabilistic logic programming.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction DeepProbLog: Neural probabilistic logic programming
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.863941Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 67e0610a-560d-4d46-aecc-ec95e7e3326a · outbound
This paper cites Rule-based activity recognition framework: Challenges, technique and learning.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Rule-based activity recognition framework: Challenges, technique and learning
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.909293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2a41bb26-5e90-4c1d-9f1b-5fcd74e5586c · outbound
This paper cites Arule-basedapproachtoactivityrecognition.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Arule-basedapproachtoactivityrecognition
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.901757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f7620f4b-0bb2-4b36-a3fc-258d0cb7f85d · outbound
This paper cites Explicative human activity recognition using adaptive association rule-based classification.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Explicative human activity recognition using adaptive association rule-based classification
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.860128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 480217cf-b9ed-456a-a539-88c5331f703a · outbound
This paper cites an unresolved cited work.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-26T14:07:25.894232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c3113cd2-e95f-46e2-9d0c-a5552962c75d · outbound
This paper cites SHARP: Environment and person independent activity recognition with commodity IEEE 802.11 access points.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction SHARP: Environment and person independent activity recognition with commodity IEEE 802.11 access points
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.927373Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1cca85dc-a911-42a9-b730-7803d7a3afed · outbound
This paper cites ReWiS: Reliable wi-fi sensing through few-shot multi-antenna multi-receiver CSI learning.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction ReWiS: Reliable wi-fi sensing through few-shot multi-antenna multi-receiver CSI learning
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.938410Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1481c120-0818-4b4e-a8be-be524ec56c69 · outbound
This paper cites Human occupancy detection via passive cognitive radio.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Human occupancy detection via passive cognitive radio
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.959186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 3efc8f35-8f7c-4c37-85a7-c5970c75ec88 · outbound
This paper cites Exposing the CSI: A systematic investigation of CSI-based wi-fi sensing capabilities and limi- tations.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Exposing the CSI: A systematic investigation of CSI-based wi-fi sensing capabilities and limi- tations
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.898142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 16eb5ef4-e5e5-444b-86ea-ecda4e152ff3 · outbound
This paper cites AX-CSI: Enabling CSI extraction on commercial 802.11ax wi-fi platforms.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction AX-CSI: Enabling CSI extraction on commercial 802.11ax wi-fi platforms
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.923632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0e8687d0-5601-4f62-a09d-3b82c36d9a0e · outbound
This paper cites An algorithm for fast recovery of sparse causal graphs.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction An algorithm for fast recovery of sparse causal graphs
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.941732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a7e38848-b6ec-40ff-92e6-5bc8e79a9d5a · outbound
This paper cites A survey on behavior recognition using WiFi channel state information.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction A survey on behavior recognition using WiFi channel state information
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.931207Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 148db3d4-23c4-4801-8171-f69de3550406 · outbound
This paper cites Beta-VAE: Learning basic visual concepts with a constrained variational framework.
Towards Causally Interpretable Wi-Fi CSI-Based Human Activity Recognition with Discrete Latent Compression and LTL Rule Extraction Beta-VAE: Learning basic visual concepts with a constrained variational framework
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T14:07:25.905584Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
No inbound Pith citation observations are available.