Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T19:29:14.057494Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 0 inbound Pith citation observations for arXiv:2502.05425.
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 2026-08-08T19:29:14.057494Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
71 of 71 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation eb90f261-8954-4d7b-a08b-f46a4453b6c7 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Transportation Internet: A Sustainable Solution for Intelligent Trans- portation Systems,
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Reference 3
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Cooperative Incident Management in Mixed Traffic of CA Vs and Human-Driven Vehicles,
Reference 4
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Language Models are Unsupervised Multitask Learners,
Reference 8
Source-reported events for the cited work
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Observation d572959e-e4ad-4206-9051-cc2c6de8c021 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Gemini: A Family of Highly Capable Multimodal Models
Reference 9
Source-reported events for the cited work
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Observation 41de2ba9-3f5e-4bd3-a8f0-268484f9dcec · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Advancing Gener- alizations of Multi-Scale GAN via Adversarial Perturbation Augmenta- tions,
Reference 10
Source-reported events for the cited work
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Observation 624641c0-beef-4d81-a630-08e4183dcb4c · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Multimodal Feature-Guided Pretraining for RGB-T Perception,
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Observation 20154cf0-65d4-45fd-a960-c1ac4d08b5b7 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Vision-Based Semantic Segmentation in Scene Understanding for Autonomous Driving: Recent Achievements, Challenges, and Outlooks,
Reference 12
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Observation c3a70057-c38f-40c8-ad88-8e281646d055 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems An efficient quantum proactive incremental learning algorithm,
Reference 13
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Observation 1ca64183-5c88-4703-a733-49d239fa0b94 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems SingleS2R: Single Sample Driven Sim-to-Real Transfer for Multi-Source Visual-Tactile Information Understanding using Multi-Scale Vision Transformers,
Reference 14
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Observation 74c50735-a09a-4afb-9a68-a5dd88160465 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Dynamically Allocated Interval-Based Generative Linguistic Steganography with Roulette Wheel
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Source-reported events for the cited work
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Observation 48de39ad-7585-44a8-8733-91e7f4a78bc6 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Security of target recognition for UA V forestry remote sensing based on multi-source data fusion transformer framework,
Reference 16
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Reference 17
Source-reported events for the cited work
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems A Survey on Intelligent In- ternet of Things: Applications, Security, Privacy, and Future Di- rections,
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Reference 19
Source-reported events for the cited work
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Reference 20
Source-reported events for the cited work
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Observation d6b7bfa3-5165-4520-ada7-7e739e64f3a6 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems A Watermark for Large Language Mod- els,
Reference 21
Source-reported events for the cited work
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Observation d3c112b8-51df-402d-b622-f182eca2e21f · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Necessary and Sufficient Watermark for Large Language Models
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems REMARK-LLM: A Robust and Efficient Watermarking Framework for Generative Large Language Models,
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Source-reported events for the cited work
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Observation 832636c7-857f-4b51-abdc-8cedf7dff9d5 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems A Survey of Text Watermarking in the Era of Large Language Models,
Reference 24
Source-reported events for the cited work
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Observation 96401050-8934-4e8c-ac04-365b672d6d41 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Adaptive Text Watermark for Large Language Models,
Reference 25
Source-reported events for the cited work
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Observation e1d0f829-30c1-4881-a202-b5fef584ccdf · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Water- mark for Large Language Models,
Reference 26
Source-reported events for the cited work
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Observation b1f2b80a-a95e-4347-9dad-00a15d9cdc68 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models,
Reference 27
Source-reported events for the cited work
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems An Entropy-based Text Watermarking Detection Method,
Reference 28
Source-reported events for the cited work
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Observation 1588bbda-1d41-425a-8397-67ed033cf8b7 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems On the Reliability of Watermarks for Large Language Models,
Reference 29
Source-reported events for the cited work
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Observation 10058dfb-7188-4ed9-83bb-4a2da844094e · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Prov- able Robust Watermarking for AI-Generated Text,
Reference 30
Source-reported events for the cited work
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Observation a82d11b4-9e56-4c36-b69c-f412828fca6e · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Undetectable Watermarks for Language Models,
Reference 31
Source-reported events for the cited work
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Observation 599f1be2-7b44-4cec-bcf0-3b1e0d034189 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems An Unforgeable Publicly Verifiable Watermark for Large Language Models,
Reference 32
Source-reported events for the cited work
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Observation 36a4109d-0565-44d9-9870-c0190c00eba8 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Provably Robust Multi-bit Watermarking for AI-generated Text
Reference 33
Source-reported events for the cited work
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Observation 8a6ca249-2e4f-4223-bc76-b78095bf03b7 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Towards Codable Watermarking for Injecting Multi-bits Information to LLMs,
Reference 34
Source-reported events for the cited work
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Observation 0739ccb2-2b30-4d2e-9ab5-49c57d077161 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Advancing Beyond Identification: Multi-bit Watermark for Large Language Models,
Reference 35
Source-reported events for the cited work
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Observation c5b2446f-87e5-4852-b735-5a638c452ec4 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Edge Intelligence in Intelligent Transportation Systems: A Survey,
Reference 36
Source-reported events for the cited work
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems A review of 6G autonomous intelli- gent transportation systems: Mechanisms, applications and challenges,
Reference 37
Source-reported events for the cited work
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Observation cdf0ebe1-167c-4cb9-962c-43694a049018 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Towards 5G- Enabled Self Adaptive Green and Reliable Communication in Intelligent Transportation System,
Reference 38
Source-reported events for the cited work
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Reference 39
Source-reported events for the cited work
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems A Taxonomy and Survey of Edge Cloud Computing for Intelligent Transportation Systems and Connected Vehi- cles,
Reference 40
Source-reported events for the cited work
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Observation 4aee0b12-269b-4234-813d-b21497f9524f · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Traffic flow matrix-based graph neural network with attention mechanism for traffic flow prediction,
Reference 41
Source-reported events for the cited work
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Observation 8b84aaa2-9229-4b7c-8763-b58a1b3208ed · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Spatial-temporal graph convolution network model with traffic fundamental diagram information informed for network traffic flow prediction,
Reference 42
Source-reported events for the cited work
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Observation da4ca7d9-39e7-4f9e-b8d2-38c182994ba7 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Advancing Data-Driven Decision-Making in Smart Cities through Big Data Analytics: A Comprehensive Review of Existing Literature,
Reference 43
Source-reported events for the cited work
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems FD- TGCN: Fast and dynamic temporal graph convolution network for traffic flow prediction,
Reference 44
Source-reported events for the cited work
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Observation 7b4bc3ce-8e07-4a29-9b90-dc38c49cb2c4 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Deep spatio-temporal 3D dilated dense neural network for traffic flow prediction,
Reference 45
Source-reported events for the cited work
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Observation 8411d63c-c3f0-4621-9fc1-a0021d02e56d · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Intelligent 3D Objects Classification for Vehicular Ad Hoc Network Based on Lidar and Deep Learning Approaches,
Reference 46
Source-reported events for the cited work
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Observation 33fe4447-00b9-4bd9-b152-a1291aa9dc60 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems V2V4Real: A Real-World Large-Scale Dataset for Vehicle-to-Vehicle Cooperative Perception,
Reference 47
Source-reported events for the cited work
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Reference 48
Source-reported events for the cited work
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Two- Way Reliable Forwarding Strategy of RIS Symbiotic Communications for Vehicular Named Data Networks,
Reference 49
Source-reported events for the cited work
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Blockchain-Empowered Resource Allocation in HAPS-assisted IoV Digital Twin Networks: A Federated DRL Approach,
Reference 50
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Group’n Route: An Edge Learning-Based Clustering and Efficient Routing Scheme Leveraging Social Strength for the Internet of Vehicles,
Reference 51
Source-reported events for the cited work
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Link Optimization in Software Defined IoV Driven Autonomous Transportation System,
Reference 52
Source-reported events for the cited work
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Observation 71377285-6aa3-48a6-a7d9-f1eded3ccc43 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems PIG: Prompt Images Guidance for Night-Time Scene Parsing,
Reference 53
Source-reported events for the cited work
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Observation 7c5b8c3d-2e5a-4668-8dec-dd2ed81fb9cc · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 54
Source-reported events for the cited work
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Reference 55
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Reference 56
Source-reported events for the cited work
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Generative Abnormal Data Detection for Enhancing Cellular Vehicle-to-Everything-Based Road Safety,
Reference 57
Source-reported events for the cited work
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Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems ChatSUMO: Large Language Model for Automating Traffic Scenario Generation in Simulation of Urban MObility,
Reference 58
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Reference 59
Source-reported events for the cited work
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Observation b057e83d-c647-45d8-bd5c-758e6e9059c9 · outbound
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Reference 60
Source-reported events for the cited work
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Reference 61
Source-reported events for the cited work
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Observation 4c30ae38-33a1-417d-a4c5-6f3324505d43 · outbound
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Reference 62
Source-reported events for the cited work
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Observation 6e8f8d5e-6da0-4f7a-8692-0bebdb113bd7 · outbound
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Reference 63
Source-reported events for the cited work
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Observation f8a07706-e53f-410e-9b43-d586f8611724 · outbound
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Reference 64
Source-reported events for the cited work
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Observation 9920e160-f26c-46cc-bbcd-378c9f11c04e · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems A Study of Situational Reasoning for Traffic Understanding,
Reference 65
Source-reported events for the cited work
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Observation ac712699-ba5b-4526-80d4-8c94adcfdba1 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback,
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation aed97352-4764-4831-abfd-2f07e935a75d · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems FinQA: A Dataset of Numerical Reasoning over Financial Data,
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9958b717-0230-4a6f-889a-1a942f7e9cd7 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models,
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3436e4aa-ae55-4716-8ef0-d6a63e360c63 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems Bertscore: Evaluating text generation with bert,
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f17f9256-00a4-4596-8403-c09cb0204978 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems ROUGE: A Package for Automatic Evaluation of Sum- maries
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 65a5222f-72f3-4646-aed5-b3b856686da9 · outbound
Toward Copyright Integrity and Verifiability via Multi-Bit Watermarking for Intelligent Transportation Systems RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.