Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:51:48.208967Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2507.04520.
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 2026-08-06T19:51:48.208967Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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 455e293d-ff4f-4caa-88d7-f6e05ae90e02 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems How machine learning informs ride-hailing services: A survey,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b4574241-816b-4b15-ab19-7e8c9de5a44f · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Reinforcement learning for rideshar- ing: An extended survey,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 59a5de48-0afb-4ebd-ad2f-64fcbefc6b8a · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Robo-taxi Fleet Coordination at Scale via Reinforcement Learning
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 65aad9fd-ff84-4ecc-8f37-d2a54abd4be9 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Mobility-on-demand pricing versus private vehicle tco: how cost structures hinder the dethroning of the car,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3fa942a2-cd90-468a-84e7-3756ec6deec2 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Analysis and control of autonomous mobility-on-demand systems,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c5fe46b0-011a-42fa-b5bc-213c63777684 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Deep multi-view spatial-temporal network for taxi demand prediction,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 36a8c886-3229-4bca-a2dc-34a05b3a1886 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Traffic demand prediction based on dynamic transition convolutional neural network,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5ca0844b-d43d-492e-88ab-3cca39ed9e8e · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems A dynamical spatial-temporal graph neural network for traffic demand prediction,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e7f635aa-c33d-4af2-ad64-95d6a6843c4c · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Approximate dynamic programming for planning a ride-hailing system using autonomous fleets of electric vehicles,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4de3e226-5854-4b8b-8a29-bf5ce3cbbc1d · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Dynamic modeling and control of taxi services in large-scale urban networks: A macroscopic approach,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 15baf092-d86e-480f-b236-774b63c6dbdc · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Data-driven distributionally robust electric vehicle balancing for mobility-on-demand systems under demand and supply uncertainties,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 94ad4edb-9c14-40b7-b3b3-cb10d8689fd1 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Robust matching-integrated vehicle rebalancing in ride-hailing system with uncertain demand,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 21e8b69e-7a13-4b3c-b5ea-51be70e33ea2 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Ben-Tal, L
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 31b7c6ae-cee4-4014-bb7e-34985e513ff3 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Frameworks and results in distribution- ally robust optimization,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0fa58ac5-f924-4045-9c20-04b28d1017e1 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Gradient-based learning applied to document recognition,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 95d3333e-d289-485a-ac38-0fed44816dba · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Long short-term memory,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8bcbea74-1b0d-4350-888a-4be35b357f8a · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Semi-Supervised Classification with Graph Convolutional Networks
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2917fd5-7078-4c53-99af-6aa9dbf0b86f · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Spatio-temporal graph convolutional net- works: A deep learning framework for traffic forecasting,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bef91ebc-b01e-46dc-8184-6f14d4b6cadb · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Gman: A graph multi-attention network for traffic prediction,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8b4da1c3-9309-447d-a4f2-410268540117 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems A review of demand forecasting models and methodological develop- ments within tourism and passenger transportation industry,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fe720f9a-5c20-4d6f-8c70-0450c3898f0e · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Spatiotemporal traffic forecasting: review and proposed directions,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ce3c999b-c624-4465-a5a5-702c0937a0a3 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems The propagation of uncertainty through travel demand models: an exploratory analysis,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 37e745c1-5cfb-4881-b6d2-0183c3fe1d8e · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Uncertainty quantification of sparse travel demand prediction with spatial-temporal graph neural networks,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 22973f2d-0f46-474c-a385-786166955c14 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Uncer- tainty quantification of spatiotemporal travel demand with probabilistic graph neural networks,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 736329a2-bf08-43a8-ac1e-2c97dd43036c · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Beyond expectation: Deep joint mean and quantile regression for spatiotemporal problems,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b7587d23-cc8e-4e67-918a-d74d9e61f1c4 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Temporal latent auto-encoder: A method for probabilistic multivariate time series forecasting,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c631c0ea-683e-479f-9df9-0f38406178ab · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Unresolved cited work
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 758a9d22-d94a-4edb-8267-718bf82be55e · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Facility location: A robust op- timization approach,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4090806d-99a7-4808-8dcf-9484566dafb4 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Robust strategies for facility location under uncertainty,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3f8a505f-e800-4461-9dd7-86e81cb73e29 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Computing robust basestock levels,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 28abe311-30ef-4403-bb96-f28532904307 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Robust approximation to multiperiod inventory management,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4544efcc-9b78-485e-b74f-6591f3f1ac58 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Distributionally robust optimization under mo- ment uncertainty with application to data-driven problems,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b11cdbf0-c058-4261-a705-7376d9ed5146 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Adaptive distributionally robust optimization,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 87ccbbbc-7b91-4627-a30a-317328891d4c · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Ridesourcing systems: A framework and review,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ac95ff4d-5c4b-4f35-8376-db8219647b21 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Shared-vehicle mobility-on-demand systems: a fleet operator’s guide to rebalancing empty vehicles,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f61d5986-e23d-4479-9d33-d4f8ee19826f · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Vehicle rebalancing for mobility-on-demand systems with ride-sharing,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 40660957-0d24-4260-b844-994f8202509c · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Robotic load balancing for mobility-on-demand systems,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fb8edd41-550e-4f77-9e56-27b64bd36c9c · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Control of robotic mobility-on-demand systems: a queueing-theoretical perspective,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d8c9b526-6083-4237-8628-879d6903d092 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Data-driven distributionally robust vehicle balancing using dynamic region partitions,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a2994633-f9e3-4a30-8469-f0c0293fe5f4 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Rebalancing shared mobility-on- demand systems: A reinforcement learning approach,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a7a6641f-3b3b-41db-b011-1d71e950b673 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Data-driven vehicle rebalancing with predictive prescriptions in the ride-hailing system,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 4932e147-a8f5-4c51-86f6-0a9f9c08d3de · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Risk-aware operation modeling for ride-hailing fleet in order grabbing mode: A distributional reinforce- ment learning approach,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation fc67b9cc-7d04-45c7-85e4-7b36b17ef898 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Data-driven robust taxi dispatch under demand uncertainties,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 82a47886-9155-409d-a3a6-3a7f3e7acc50 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Data-driven distributionally robust vehicle balancing using dynamic region partitions,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b5e00575-0e89-4fb2-82a0-3dce851295b6 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Time series forecasting using a hybrid arima and neural network model,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 09ab7b4f-5225-4b6e-bb2a-777ea1a6b32d · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Data-driven robust optimization for contextual vehicle rebalancing in on-demand ride services under demand uncertainty,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 361a419a-97da-4522-a844-150011d4a3c4 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Graph neural network for traffic forecasting: A survey,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f9e485c1-c6ad-4b94-bd9d-66dc2c343e80 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Lower upper bound estimation method for construction of neural network-based prediction intervals,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a0cce518-b666-407b-8aca-16a6f5fae229 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Distributionally robust convex optimization,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d90d1acd-ac0d-4070-8964-89f265a5eae0 · outbound
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems Robust stochastic optimization made easy with rsome,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
No inbound Pith citation observations are available.