Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T19:04:44.615283Z
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2506.17929.
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 2026-08-15T19:04:44.615283Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c21b0def-2853-4ddd-8866-eb0531655021 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Denis, R Chelsea Nagy, Virginia Iglesias, John T Abatzoglou, and Jennifer K Balch
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation af671df7-3b59-4da2-acde-7afd94de93ac · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdd52ced-48cc-493a-9f3d-44e694d79815 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Transferrable contextual feature clusters for parking occupancy prediction.Pervasive and Mobile Computing, 97:101831, 2024
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation dfea35d4-10b2-41c0-84f3-a5669a0a07eb · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6931397f-a935-4fe6-a30d-3d2e21c3bcff · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Recurrent halting chain for early multi-label classification
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 642a00b7-466e-4244-8f65-e06b64a27792 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dcf39df3-2741-4e35-86dc-980d185fcc82 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Early spatiotemporal event prediction via adaptive controller and spatiotemporal embedding
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation aaadb5fd-717b-4d4d-a221-de732eb37229 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Stemo: Early spatio-temporal forecasting with multi-objective reinforcement learning
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c1a8704c-a384-4e9a-8514-8c0ef88d1286 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation predict, then optimize
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f17f7c67-cee7-4007-9fa3-befef6891981 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Decision-focused learning without decision-making: Learning locally optimized decision losses.Advances in Neural Information Processing Systems, 35:1320–1332, 2022
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 45411066-44a5-472a-b659-6af0f7d5d119 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Traveling officer problem: Managing car parking violations efficiently using sensor data.IEEE Internet of Things Journal, 5(2):802–810, 2017
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8279ee1c-4cd3-41e9-989d-b4c9516379c7 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Incorporating lstm auto-encoders in optimizations to solve parking officer patrolling problem
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8dff82de-7947-4753-98a8-44efafb1f6a8 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Sepp hochreiter and jürgen schmidhuber.Neural Computation, 9(8):1735, 1997
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e722715f-7eff-42ed-a026-ed95edb15f8e · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Quantifying uncertainty in deep spatiotemporal forecasting
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 546b059e-0623-410c-85c6-e9a7ea5fe3a3 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Graph WaveNet for Deep Spatial-Temporal Graph Modeling
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c03faf63-29fc-4c2e-abd3-a1a87ee1e80f · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Mtgnn: multi-task graph neural network based few-shot learning for disease similarity measurement.Methods, 198:88–95, 2022
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 83aa81de-c26b-4632-832b-8fd1c9934e47 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Gman: A graph multi- attention network for traffic prediction
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 827dc258-9a0b-4411-96eb-d21de9371f55 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Attention based spatial- temporal graph convolutional networks for traffic flow forecasting
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf5ca9c3-780d-447c-93d9-d7b272a5a4c9 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Adaptive graph convolutional recurrent network for traffic forecasting.Advances in neural information processing systems, 33:17804–17815, 2020
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c618ce07-c5d4-48aa-971d-a511520f326c · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Spatio-temporal pivotal graph neural networks for traffic flow forecasting
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 80e502af-cb5a-4fac-81cc-2d4d8637178f · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Pdformer: Propagation delay-aware dynamic long-range transformer for traffic flow prediction
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44821265-0876-44c1-81d6-3e92b2edafaf · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Spatial-temporal synchronous graph convolutional networks: A new framework for spatial-temporal network data forecasting
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0b663107-1953-4630-93df-b07310db3d73 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b60120f3-c341-449a-89e6-9d7e0fc67c93 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Pre-training enhanced spatial-temporal graph neural network for multivariate time series forecasting
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 292ba4fe-29db-45e3-a7e8-970fa89da6df · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Gpt-st: generative pre-training of spatio-temporal graph neural networks.Advances in neural information processing systems, 36:70229–70246, 2023
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bd9e67de-71ea-4ee9-a70d-a9e3e6ca8b69 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Utilizing temporal patterns for estimating uncertainty in interpretable early decision making
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1032f489-f164-4fd9-a041-6a55f56ef5dd · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Early classification on multivariate time series.Neurocomputing, 149:777–787, 2015
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f263d610-7671-4179-a13a-26b7d971d880 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Early classification of time series by simultaneously optimizing the accuracy and earliness.IEEE transactions on neural networks and learning systems, 29(10):4569–4578, 2017
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation adf16f5d-d7e1-4421-b008-280b8df3c0c2 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Reliable early classifi- cation of time series based on discriminating the classes over time.Data mining and knowledge discovery, 31:233–263, 2017
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7deec7d9-6f66-421c-8988-56c4bde1e33f · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Early classification of multi- variate time series using a hybrid hmm/svm model
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation c4515dc0-1bb8-478c-b1d7-42546af0ab15 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Spatio-temporal adaptive embedding makes vanilla transformer sota for traffic forecasting
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 485a0ef5-a1b3-4b74-a795-580390866e01 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Cost-aware early classification of time series
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 89873714-3eb9-46f8-8423-ad538a28265f · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation End to end learning and optimization on graphs.Advances in Neural Information Processing Systems, 32, 2019
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 821bb27f-ae73-422a-9f5e-7bb526dfd396 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Supply- demand-aware deep reinforcement learning for dynamic fleet management.ACM Transactions on Intelligent Systems and Technology (TIST), 13(3):1–19, 2022
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 708f9f20-3c42-4ee7-8d4f-b2db9d30bd24 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Difflight: a partial rewards conditioned diffusion model for traffic signal control with missing data.Advances in Neural Information Processing Systems, 37:123353–123378, 2024
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 81e9f149-2784-4fbb-82fa-6b1015e6e0f9 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Reinforcement learning enhances the experts: Large-scale covid-19 vaccine allocation with multi-factor contact network
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9e8ed9f-cb89-4f78-b78f-a786d64cc4de · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Pointer networks.Advances in neural information processing systems, 28, 2015
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac1c5c93-de94-476c-9029-656c3827840f · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation A generalized algorithm for multi- objective reinforcement learning and policy adaptation.Advances in neural information pro- cessing systems, 32, 2019
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8839ab0-b4a2-4ce8-84d7-595b58c3bbc8 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Pareto set learning for expensive multi-objective optimization.Advances in neural information processing systems, 35:19231– 19247, 2022
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 161c4167-9142-4718-85e1-42c6f576cb7b · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Rewarded soups: towards pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards.Advances in Neural Information Processing Systems, 36:71095–71134, 2023
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b915b50f-53b8-4c5c-8a6a-33a2ec831608 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Multi-Scale Context Aggregation by Dilated Convolutions
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83ec3f74-19f4-41b9-9617-7102d5139ab1 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation End-to-End Constrained Optimization Learning: A Survey
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f50f0bb6-188d-4bc2-93e3-751380bf45ae · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation https://www.kaggle.com/datasets/mysarahmadbhat/nyc-traffic-accidents
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 508e82c3-72e6-4c5c-9589-8b5eb6e389c4 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation https://data.cityofnewyork.us/Public-Safety/NYPD-Complaint-Data-Historic/qgea-i56i
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e28e8dd3-dc83-4abe-8b29-fe99f42bc7c3 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation https://data.cityofnewyork.us/Public-Safety/EMS-Incident-Dispatch-Data/76xm-jjuj
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 150247a0-110a-4753-a67b-ef039ab4ca18 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Xtraffic: A dataset where traffic meets incidents with explainability and more.arXiv preprint arXiv:2407.11477, 2024
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 253f77f7-3555-41cf-adf9-9273b155cb2c · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation A summary of traffic flow forecasting methods.Journal of highway and transportation research and development, 21(3):82–85, 2004
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2afa8248-9488-48cc-be92-7b5152319a45 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation John Wiley & Sons, 2015
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb696fbd-c9bd-4d65-9f3b-ce430591f7b1 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Adaptive-halting policy network for early classification
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 17c1175a-07d0-4187-bfa0-9bf97530a6d1 · outbound
ASTER: Adaptive Spatio-Temporal Early Decision Model for Dynamic Resource Allocation Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
No inbound Pith citation observations are available.