Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T21:31:21.225578Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 4 inbound Pith citation observations for arXiv:2603.04444.
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 2026-08-02T21:31:21.225578Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-29T17:44:34.509337Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
49 of 49 outbound references displayed
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Observation 51fc1277-2e17-4240-9a44-9ca147cc3040 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Murray.Feedback Systems: An Introduction for Scientists and Engineers
Reference 1
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Unavailable: canonical work link unavailable.
Observation 26e92b33-8558-440f-a26c-61f6e5ea4a2e · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models AutoMix: Automatically Mixing Language Models
Reference 2
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Unavailable: canonical work link unavailable.
Observation 8c177ba0-13a7-4f84-989a-da95c74a93b1 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Bellman and Lotfi A
Reference 3
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Unavailable: canonical work link unavailable.
Observation 6cfac0ee-1a33-4f14-8802-84153f763bab · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Brayton, Gary D
Reference 4
Source-reported events for the cited work
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Observation 64b71043-4b70-45e4-8303-b95073f31822 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bf0b337-b1f0-4eab-85bc-36285fa68e6f · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bcc2347-4257-4341-a171-d2c4f807d951 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Envoy external processing filter, 2024
Reference 7
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Unavailable: canonical work link unavailable.
Observation 709e2938-a581-462a-9153-0f2b4f1c85c6 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Envoy proxy: An open source edge and service proxy, 2024
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad7aa8f7-f7d5-403b-8b12-a7803e665dad · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26e4f9c8-267a-40e7-9c24-9b1135296ac6 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models LoRA: Low-Rank Adaptation of Large Language Models
Reference 10
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Unavailable: canonical work link unavailable.
Observation fc9cf48d-c3f0-4998-920b-69f5c2c143ff · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models RouterBench: A Benchmark for Multi-LLM Routing System
Reference 11
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Unavailable: canonical work link unavailable.
Observation d9a326ac-15a4-4786-a1f3-bac6039d6535 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Candle: Minimalist ML framework for Rust, 2024
Reference 12
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Unavailable: canonical work link unavailable.
Observation 9b4dd14e-5906-42d0-8f16-27a970dc1b90 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Huntington
Reference 13
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Unavailable: canonical work link unavailable.
Observation fa4433e0-c951-4f42-bce3-cb4058171b53 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fb84709-eda9-44ea-b07c-7b57b514be0b · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Baseline Defenses for Adversarial Attacks Against Aligned Language Models
Reference 15
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Unavailable: canonical work link unavailable.
Observation d9f10691-234f-4070-9b89-55276598ba79 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Mixtral of Experts
Reference 16
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Unavailable: canonical work link unavailable.
Observation 7da24fdd-7894-4900-8199-627deb2dfd79 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Matryoshka Representation Learning
Reference 17
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Unavailable: canonical work link unavailable.
Observation 6f1a43a4-7be7-4e7e-9be6-78faf620e029 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Gonzalez, Hao Zhang, and Ion Stoica
Reference 18
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Unavailable: canonical work link unavailable.
Observation 2c1dc552-3897-4f51-a960-65563dce399a · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5035aa43-73af-4a50-9646-842228b7c673 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Schapire
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03b236dc-ef7a-4e4c-adf9-f29ba863c79d · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Linfa: A Rust machine learning framework, 2024
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02a560ae-73e7-48e6-82ef-9b6fa1f3a5c0 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Anonymisation models for text data: State of the art, challenges and future directions
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 552ca39e-bfa9-4820-8dc6-70109bdbab5e · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models
Reference 23
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Unavailable: canonical work link unavailable.
Observation f8b08bdb-f33d-4f6d-943e-73749444facf · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models PEFT: State-of-the-art parameter-efficient fine-tuning methods
Reference 24
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Unavailable: canonical work link unavailable.
Observation 8581e3e8-6846-440f-923f-09a8b1387ad2 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models ONNX Runtime: Cross-platform, high performance ML inferencing and training accelerator, 2024
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79915a16-4810-4860-aa9d-f7f4bb87d348 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bea4637a-fbcb-45d2-94b6-d96560a43b09 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models RouteLLM: Learning to Route LLMs with Preference Data
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44f2743d-1fe2-4689-90ff-419b87dcd0f6 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models OpenTelemetry: An observability framework for cloud-native software,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98551073-4cee-4642-8f82-af495f2f8018 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models YaRN: Efficient Context Window Extension of Large Language Models
Reference 29
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Unavailable: canonical work link unavailable.
Observation e21207d0-4dc4-4277-993d-16d51e1b42ba · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Prometheus: From metrics to insight, 2024
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac53e854-cc85-4805-abbb-7c707ea2a22f · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Modeling by shortest data description.Automatica, 14(5):465–471, 1978
Reference 31
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Unavailable: canonical work link unavailable.
Observation bf5913d3-423e-47d7-8346-8358ae96f481 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Unresolved cited work
Reference 32
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Unavailable: canonical work link unavailable.
Observation 3505270d-4411-457b-a9b8-50fec7f24e5f · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Online learning and online convex optimization.Foundations and Trends in Machine Learning, 4(2):107–194, 2012
Reference 33
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Observation 42f05851-0958-4c9b-9edb-8490725c588a · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Unresolved cited work
Reference 34
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Unavailable: canonical work link unavailable.
Observation 0e3d78f6-1fd3-4b1b-b52a-bab8319bfecb · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Unresolved cited work
Reference 35
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Unavailable: canonical work link unavailable.
Observation fe02e3d2-768f-4783-8976-5f2abf14dded · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
Reference 36
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Unavailable: canonical work link unavailable.
Observation dae00737-9659-43ff-b228-acef2a8c3e6f · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Kubernetes: Production-grade container orchestration, 2024
Reference 37
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Unavailable: canonical work link unavailable.
Observation 7c43b77b-e93c-48ed-8ece-3d135cb4d1cb · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Participle: A parser library for Go.https://github.com/alecthomas/participle,
Reference 38
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Unavailable: canonical work link unavailable.
Observation 8f61188f-dffb-43a3-a445-5f78db6e8ef0 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Thompson
Reference 39
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Unavailable: canonical work link unavailable.
Observation f09abad7-848c-4911-996d-9a214b1f1a0f · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Unresolved cited work
Reference 40
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Unavailable: canonical work link unavailable.
Observation e5b947cf-fd3a-4b9e-8cc7-0465df33bb71 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Milvus: Apurpose-builtvectordatamanagement system
Reference 41
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Unavailable: canonical work link unavailable.
Observation dcc5081a-40b2-471c-b377-3cd843d214de · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Gomez, Łukasz Kaiser, and Illia Polosukhin
Reference 42
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Unavailable: canonical work link unavailable.
Observation 0d97517f-60ac-4915-84f2-80649c0dbeeb · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fe8819b-8db9-4ddc-8912-d6928b5bee11 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 621e78a3-2695-483d-a79f-0def38d3b2a8 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Unresolved cited work
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af154bfd-3087-4dda-b337-dae1fd5f29c0 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models GMTRouter: Personalized LLM router over multi-turn user interactions.arXiv preprint arXiv:2511.08590, 2025
Reference 46
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Unavailable: canonical work link unavailable.
Observation 076a91c2-6aeb-4f7b-a7f9-98ed6257ebb9 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models PaCoRe: Parallel cooperative reasoning with LLMs.arXiv preprint arXiv:2601.05593, 2025
Reference 47
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Unavailable: canonical work link unavailable.
Observation 7c39af57-942a-4468-9735-4139248c79af · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Router-R1: Teaching LLMs multi-round routing and aggregation via reinforcement learning.arXiv preprint arXiv:2506.09033, 2025
Reference 48
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Unavailable: canonical work link unavailable.
Observation 896996b3-cea5-4e9e-85fe-b9edce6a6577 · outbound
vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models Unresolved cited work
Reference 2024
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Unavailable: canonical work link unavailable.
Observation dfaccbba-e080-4592-9699-a76bfb0a8183 · inbound
The Workload-Router-Pool Architecture for LLM Inference Optimization: A Vision Paper from the vLLM Semantic Router Project vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7b4c40eb-ebd6-4b1e-ad24-2f406d348e8c · inbound
TwinRouterBench: Fast Static and Live Dynamic Evaluation for Realistic Agentic LLM Routing vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5a427eda-35ca-40c1-900f-a02b31203638 · inbound
TwinRouterBench: Fast Static and Live Dynamic Evaluation for Realistic Agentic LLM Routing vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 70cd40eb-f917-4186-bd25-5c0970115b76 · inbound
Natural Language Query to Configuration for Retrieval Agents vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.