Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T05:48:40.395708Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2509.04973.
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 2026-08-05T05:48:40.395708Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8836e70b-2155-4e81-b526-b48699f81ff1 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Packet routing with graph attention multi- agent reinforcement learning
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0e5de70d-09f6-44c5-9d0b-5f4fc1d7a848 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e0a5d33e-370b-4926-a3e5-248e33b7bba4 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks GRL-PS: Graph embedding-based DRL approach for adaptive path selection
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7c65190f-8d24-44a2-8902-a4bb7fbb9d12 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Advancing Corporate Financial Forecasting: The Role of LSTM and AI in Modern Accounting
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5c83d89a-d5da-454f-a9e4-09499f713491 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Optimizedconvolutionalneuralnetworkforintelligent financial statement anomaly detection
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation daafa109-bb67-485c-824b-95569e714564 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Time Series ForecastingwithAttention-AugmentedRecurrentNetworks:AFinancial MarketApplication
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1e63b877-9b4a-443c-99e4-cdb25f7200c7 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Forecasting Asset Returns with Structured Text Factors and Dynamic Time Windows
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c4b49727-103f-4f42-82e0-2d00b5a29c45 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks BERT-Based Automatic Audit Report Generation and Compliance Analysis
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 972dde80-a7aa-4971-8197-82167342da55 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Semantic and Structural Analysis of Implicit Biases in Large Language Models: An Interpretable Approach
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 64a978e2-8286-48b5-8587-b62dd9aca283 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Structured Memory Mechanisms for Stable Context Representation in Large Language Models
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 19bbca50-f16f-4dc4-bd05-7fdb751583d1 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Structured Compression of Large Language Models with Sensitivity-aware Pruning Mechanisms
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 680998c2-942a-4797-b482-c4eecc4fd36e · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Internal Knowledge Adaptation in LLMs with Consistency- Constrained Dynamic Routing
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 443eac31-3226-4663-aa44-c6c82d5a48c1 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Target-Oriented Causal Representation Learning for Robust Cross-Market Return Prediction
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 714178e3-c77e-4409-b7e0-3ca67d9f4516 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Enhancing Systemic Risk Forecasting with Deep Attention Models in Financial TimeSeries
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 17658a9e-d07f-453a-accf-f053e8864ad4 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Financial text analysis using 1D-CNN: Risk classification and auditing support
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0192c1a6-7ede-4b1d-8da0-76004a0c72cf · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Hierarchical semantic-structural encoding for compliance risk detection with LLMs
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f72abce9-0858-4de4-83ee-4df86ce1a05f · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Pre-trained LanguageModelsandFew-shotLearningforMedicalEntityExtraction
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ddecd7f1-7077-4068-ba23-eaf224cbf58b · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Time-Aware and Multi-Source Feature Fusion for Transformer-Based Medical Text Analysis
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 57eccde9-f148-4659-a010-4b7bf586163a · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Structure-Aware Temporal Modeling for Chronic Disease Progression Prediction
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f1d61c11-f816-4cae-b135-e0c7f98b70a0 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Joint Modeling of Medical Images and Clinical Text for Early Diabetes Risk Detection
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation add18645-0401-49dc-942d-6ff4e64dedd2 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Deep Skin Lesion Segmentation with Transformer-CNN Fusion: Toward Intelligent Skin Cancer Analysis
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1be1a9a4-d355-40b7-aa27-35626cf168fd · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Sequential Recommendation via Time- Aware and Multi-Channel Convolutional User Modeling
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 71387a2a-3822-4478-bd26-b688be7ab8e8 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Analyzing data augmentation techniques for contrastive learning in recommender models
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 615e3368-7b81-47d9-9b54-1d07d209a004 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Knowledge Graph-Infused Fine-Tuning for Structured Reasoning in Large Language Models
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b5f4f227-cdbd-4711-8b5f-14f397a22582 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Layer-Wise Structural Mapping for Efficient Domain Transfer in Language Model Distillation
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3003e5bc-f3ba-4f5b-8467-80d19a4d963c · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Selective Knowledge Injection via Adapter Modules in Large ‐Scale Language Models
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 96cfd332-3489-4cc9-99ba-c544a02ddaef · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks GROM: A generalized routing optimization method with graph neural network and deep reinforcement learning
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9a09ad64-f9b8-4c08-bfec-14e432b2df82 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Unsupervised Temporal Encoding for Stock Price Prediction throughDual-PhaseLearning
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c79e66cd-582d-412e-ad64-3fd0aad1bb24 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Hybrid Deep Learning for Financial Volatility Forecasting: An LSTM-CNN-Transformer Model
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 49641c04-d426-4af2-8cf5-81929f2b7ffb · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Graphreinforcementlearningformulti- aircraft conflict resolution
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6055a699-5bb9-476d-ab99-7245152777a0 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Graph Reinforcement Learning in Power Grids: A Survey
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6dc02ada-1be7-408f-ac61-0209c2edfd80 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Graph Reinforcement and Asynchronous Federated Learning based task offloading in fog computing
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7eb35b86-4981-4bfe-9fc8-aa9f80ea2304 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Learning and generating distributed routing protocols using graph-based deep learning
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 37725160-9b56-43c1-b777-915b317d372e · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Strategic Cache Allocation via Game-Aware Multi-Agent ReinforcementLearning
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 69027cdb-54f6-4d9f-afe4-d35edd8cc330 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Graph Neural Network-Based Collaborative Perception for Adaptive Scheduling in Distributed Systems
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7bae4a92-bc3d-4cff-b9dc-e41377f717cb · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Entity-Aware Graph Neural Modeling for Structured Information Extraction in the Financial Domain
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation adf5ae39-6602-4e62-a932-b52d0e329dfc · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Selective Noise Injection and Feature Scoring for Unsupervised Request Anomaly Detection
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3242d6a5-02f0-47e6-ae63-516bac6c4b78 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Privacy-Enhanced FederatedLearningforDistributedHeterogeneousData
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9d57f5b7-9c6c-409b-b1a6-a982fd910224 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks AI-Driven Multi-Agent Scheduling and Service Quality Optimization in Microservice Systems
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9fba9383-dbfe-4ed5-9979-233ea10f723a · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Graph Neural Network and Transformer Integration for Unsupervised System Anomaly Discovery
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation af82d2af-1289-4957-8569-3a0ec0deddef · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks EEG Anomaly Detection Using Temporal Graph Attention for Clinical Applications
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 23ee96fb-f323-48c5-89bb-a3320197e5e2 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Application of Deep Generative Models for Anomaly Detection in Complex Financial Transactions
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f46b04e4-54ed-4564-952f-458d30390cb4 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Single-Device Human Activity Recognition Based on Spatiotemporal Feature Learning Networks
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 74d5dc1a-a11c-41b4-96ca-451af5689e74 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Evaluating explainability forgraphneuralnetworks
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4dc28ca6-1b59-4771-9b9d-b560a86e33f1 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks GraphNeuralRecognitionofMaliciousUserPatternsinCloud Systems via Attention Optimization
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 528ba36a-9f0b-4ce4-8d14-407236550cb1 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Behavioral Anomaly Detection in Distributed Systems via Federated Contrastive Learning
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 916aabcf-f1d6-492f-8054-7d659b00d4b5 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks OptimizingDistributedComputingResourceswithFederated Learning: Task Scheduling and Communication Efficiency
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 9040ac01-52e2-48b5-9f6f-50c38983eeed · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks A Deep LearningFrameworkforSequenceMiningwithBidirectionalLSTMand Multi-Scale Attention
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fe9f5267-db8d-4253-bd8e-c7afe519b85a · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Causal Discriminative Modeling for Robust Cloud Service Fault Detection
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2a782071-f1c9-4074-a66d-95f51996e2e9 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Domain-Adversarial Transfer Learning for Fault Root Cause Identification in Cloud Computing Systems
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bc5b2a40-1f7c-4fb6-870e-19686e90de7a · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks ScalableMulti- PartyCollaborativeDataMiningBasedonFederatedLearning
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2b7f6fbd-c306-4731-bf9a-4429355059bb · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Artificial Intelligence-Based Multiscale Temporal Modeling for Anomaly Detection in Cloud Services
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3d491d4c-a216-4ace-874f-0a0a51816436 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks GDDR: GNN-based data-driven routing
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dfdaa60e-10bc-4633-b123-4b58e9dfbd10 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks DeepCQ+: Robust and scalable routingwithmulti-agentdeepreinforcementlearningforhighlydynamic networks
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 32baffd1-fd0a-49fd-8037-ba8b13171585 · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks CFR-RL: Traffic engineering with reinforcement learning in SDN
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c124c45f-32fc-4eb4-9437-45a3d013bedd · outbound
Topology-Aware Graph Reinforcement Learning for Dynamic Routing in Cloud Networks Graph-based reinforcement learning for software-defined networking traffic engineering
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.