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Paper Citation Record · LEDGER

Cost-Effective Online Multi-LLM Selection with Versatile Reward Models

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2405.16587.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2405.16587 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:21:37.996381Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T19:18:55.039352Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation df3ba88c-59b2-4967-a081-57ff7787b4cf · inbound

A Unified Online-Offline Framework for Co-Branding Campaign Recommendations cites this paper.

A Unified Online-Offline Framework for Co-Branding Campaign Recommendations Cost-Effective Online Multi-LLM Selection with Versatile Reward Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T13:21:37.996381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:21:37.996381Z digest=sha256:96cc422454fbe6b13baba1773169c3feb53960202c41f82e54aab9709ca7c0fe

Observation 656342c4-7c7d-47c8-a6bf-226ef477d660 · inbound

IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory cites this paper.

IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory Cost-Effective Online Multi-LLM Selection with Versatile Reward Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T12:00:09.916657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:00:09.916657Z digest=sha256:b62720187ea6b20425faa0f1224aeb70331220d433bcc48f446b4815151f00b8

Observation 16ceb3a9-c9c2-4b86-9dbb-193b30985a3f · inbound

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead cites this paper.

Software Engineering for Large Language Models: Research Status, Challenges and the Road Ahead Cost-Effective Online Multi-LLM Selection with Versatile Reward Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T21:36:26.080397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:36:26.080397Z digest=sha256:aa57954b09d155aeee68c9d9491a46936b924a9a0ff67f304d7f06d780e4c21b

Observation 23944b62-c4d5-4df6-a7d5-771ddacf0dca · inbound

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration cites this paper.

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration Cost-Effective Online Multi-LLM Selection with Versatile Reward Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T21:16:14.711497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:16:14.711497Z digest=sha256:e46556b14adc3a3b826db3a71465e5392b362b0dbd289abb80055e084f5e4a78

Observation 5ef96167-bebf-4553-b765-e9a53fc887f1 · inbound

How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs cites this paper.

How to Train a Leader: Hierarchical Reasoning in Multi-Agent LLMs Cost-Effective Online Multi-LLM Selection with Versatile Reward Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:58.230490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:58.230490Z digest=sha256:24e180bf219da15149647ade0db222ede3f914cdf57d1f84badedda9071fa5b7

Observation 128909e4-4865-4e6a-b4aa-bf6372b63908 · inbound

Cost and Accuracy of Long-Term Memory in Distributed Multi-Agent Systems Based on Large Language Models cites this paper.

Cost and Accuracy of Long-Term Memory in Distributed Multi-Agent Systems Based on Large Language Models Cost-Effective Online Multi-LLM Selection with Versatile Reward Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-03T11:01:43.520324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:01:43.520324Z digest=sha256:d69f2f68d0c03730658bd9a87d3cf007902e5c6a54dfafbb8fe8720fbb84fa99

Observation 8475c3c2-209a-4130-a751-61b9dd98a0ca · inbound

KRONE: Scalable LLM-Augmented Log Anomaly Detection via Hierarchical Abstraction cites this paper.

KRONE: Scalable LLM-Augmented Log Anomaly Detection via Hierarchical Abstraction Cost-Effective Online Multi-LLM Selection with Versatile Reward Models

Reference 73

Resolution
verified exact
arxiv_id, observed 2026-05-16T07:00:42.957502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-16T06:59:23.030671Z digest=sha256:0e2aa0007728290b1060d6278fcdebbe459d40e972a2c713acf5200578f138fc

Observation 7c20c075-3576-4d6b-b649-7895230c295d · inbound

Continuous Semantic Caching for Low-Cost LLM Serving cites this paper.

Continuous Semantic Caching for Low-Cost LLM Serving Cost-Effective Online Multi-LLM Selection with Versatile Reward Models

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:01:03.338797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T02:32:28.923367Z digest=sha256:1026878894a35d021e7835fe614ddfbfb28420e8dce808c2de9818e23f9e0b02

Observation 380e8528-24b9-4020-a25b-6ff983c20a7b · inbound

Online LLM Selection via Constrained Bandits with Time-Varying Demand cites this paper.

Online LLM Selection via Constrained Bandits with Time-Varying Demand Cost-Effective Online Multi-LLM Selection with Versatile Reward Models

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-07-03T19:18:55.040862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T01:53:33.337375Z digest=sha256:3d9e1229c824b51bca036adaa465ac361a16ef1f78944792046fe8edc7241a24

Observation 76948b06-21cc-4784-af69-361eeab62fea · inbound

Correlation-Aware Contextual Bandits with Surrogate Rewards for LLM Routing cites this paper.

Correlation-Aware Contextual Bandits with Surrogate Rewards for LLM Routing Cost-Effective Online Multi-LLM Selection with Versatile Reward Models

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-13T01:00:14.236570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T01:00:14.236570Z digest=sha256:76c6f98b6625be951b7fee6c80bc7b66e88f683e3dc6412fef5cccfe7ac08801

Observation 9e1e8682-e6a4-4652-a8a4-5565d3de9a4d · inbound

LMEdge: QoS-Aware LLM Inference Orchestration on Edge Clusters cites this paper.

LMEdge: QoS-Aware LLM Inference Orchestration on Edge Clusters Cost-Effective Online Multi-LLM Selection with Versatile Reward Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-01T18:53:33.486859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:53:33.486859Z digest=sha256:07df8339d6ca5275a3d8265e466abb04e31d3b704c7cb4f5e0f7fdf7d1497a31