Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T01:02:19.477741Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 2 inbound Pith citation observations for arXiv:2502.04392.
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 2026-08-09T01:02:19.477741Z
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, observed 2026-08-07T14:44:28.320095Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T21:45:49.080583Z
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 62164c82-6423-4845-889b-8833a4d9438d · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a03f60d3-0f7e-4246-ae0b-929c4095ec8f · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 528cacae-8a35-4936-b4e4-0c510f431596 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
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 ef5406fb-7395-47bc-bf72-7796b35ea779 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5901fe6c-b686-48a0-a459-300f9eaf4ee2 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27bc690e-cb5a-4c72-81d5-0fed5c7448a4 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Octo-planner: On-device Language Model for Planner-Action Agents
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 f1baf88b-316a-4a56-b84c-e1f466b2a523 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 7
Source-reported events for the cited work
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Observation fea04baa-65e4-40a7-97c2-9dd2cfc5b40b · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents A Survey on In-context Learning
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f767bcd-0be4-40e8-a169-316301938ca4 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e390853-fa8a-46ef-8a84-866db3d2ce56 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents The Llama 3 Herd of Models
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fca88e1a-7c36-431f-b4b8-aa836e726a6a · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6bc0926-d98c-4d00-a4f4-6022a886f6da · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 12
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Unavailable: canonical work link unavailable.
Observation 97d15c5e-8a15-45ac-8972-75ed37be2e8f · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Language Model Cascades: Token-level uncertainty and beyond
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9742e68-91fa-4157-a395-de0aa94bd70d · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Measuring Mathematical Problem Solving With the MATH Dataset
Reference 14
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Unavailable: canonical work link unavailable.
Observation cde8f34c-ac64-4c5a-a216-df589cdb6779 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 15
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Unavailable: canonical work link unavailable.
Observation 832ec321-289b-4b07-bf1b-798adf7b81b4 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
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 0c263c77-5be3-4ced-b601-ad79d54335d7 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Decomposed Prompting: A Modular Approach for Solving Complex Tasks
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57815fbe-89f1-4f06-b83a-567289d168fb · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e210e992-a64a-42c3-807c-8790774b58dc · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fee51cf7-fbfb-4420-9e36-32690eb1050b · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
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 5eb93cb7-5975-4222-822c-9fe20581e9b8 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
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 8874f7eb-5f60-450a-8324-84beac356074 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security
Reference 22
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Unavailable: canonical work link unavailable.
Observation 4a43b4f0-a34f-45f4-8e63-f5166eb52386 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f613f5a6-6e4f-4e79-a58c-ca34deacc0d8 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents LIMP: Large Language Model Enhanced Intent-aware Mobility Prediction
Reference 24
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Unavailable: canonical work link unavailable.
Observation ac0fbba7-2344-495a-9eee-f697900bc646 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents CHAMP: A Competition-level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning Capabilities
Reference 25
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Unavailable: canonical work link unavailable.
Observation 28674321-d89a-4c69-b3a8-8b03abd96192 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
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 cfcda5f3-4cfd-436c-aebc-ae509d71dbea · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Small Language Models: Survey, Measurements, and Insights
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2686c96a-6b9d-420b-981f-daec323a0437 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
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 e608b78a-7ca3-4978-bfe2-555231d61ff0 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54deb379-f5d4-44ff-ad95-5a9476a65164 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33178f74-042d-4c31-b71e-4b62539eab73 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Synergy-of-Thoughts: Eliciting Efficient Reasoning in Hybrid Language Models
Reference 31
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Unavailable: canonical work link unavailable.
Observation b3c12aef-9643-4bc0-8be0-ae50ee493a5c · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents AgentSquare: Automatic LLM Agent Search in Modular Design Space
Reference 32
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Unavailable: canonical work link unavailable.
Observation c9916cad-95a3-4273-9233-aa98e5b12377 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Programming Puzzles
Reference 33
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Unavailable: canonical work link unavailable.
Observation 596ca3d7-10b8-4798-9702-f428fde0a471 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 34
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Observation 46248b95-71b1-4ab9-91f2-944639fb2a48 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 35
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Unavailable: canonical work link unavailable.
Observation b27c4fe6-fe2c-4a42-9a73-d057e631cef1 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs
Reference 36
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Unavailable: canonical work link unavailable.
Observation c99b7ce1-a125-458e-bd31-c72c367de52c · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 37
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Unavailable: canonical work link unavailable.
Observation 5688c317-392e-4d98-a405-061905ab47bd · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 38
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Unavailable: canonical work link unavailable.
Observation 86a93d51-66e3-469e-99d4-d431211b0161 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge
Reference 39
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Observation 187296a2-a40a-4e76-b766-abf53b6b6653 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
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 e0659a2c-8017-47c3-a434-522e4b0233ff · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents A Survey of Resource-efficient LLM and Multimodal Foundation Models
Reference 41
Source-reported events for the cited work
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Observation 8ec11f46-66f3-4d65-b002-4493cb90e6ae · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Unresolved cited work
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 883c1d5a-a2c3-4d38-9323-5d984db3b424 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
Reference 43
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Unavailable: canonical work link unavailable.
Observation 0bb85bd5-d7cc-495e-8f0a-7e9794f29387 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
Reference 44
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Unavailable: canonical work link unavailable.
Observation 1f10fa3e-608e-465f-894e-a10b3ce12f02 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents On-Device Language Models: A Comprehensive Review
Reference 45
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Unavailable: canonical work link unavailable.
Observation f4b14d18-90ac-4536-86ca-5ac347dc5518 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Reference 48
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Unavailable: canonical work link unavailable.
Observation 56d9eee6-90ee-416c-ac10-ac54a2ac5b77 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN
Reference 50
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Unavailable: canonical work link unavailable.
Observation 5fd8420b-bf1a-4664-951f-59e8a9fb20d4 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Emergent Abilities of Large Language Models
Reference 2022
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Unavailable: canonical work link unavailable.
Observation d4489262-0e48-49a9-b1e0-08901c5a0712 · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents Scaling Sentence Embeddings with Large Language Models
Reference 2023
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Unavailable: canonical work link unavailable.
Observation 10151ef3-ed88-42a4-9c34-4e76bbb37f6c · outbound
Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
Reference 2024
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 fda44509-cab7-43b2-9103-5c371ad06f07 · inbound
Get Experience from Practice: LLM Agents with Record & Replay Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents
Reference 67
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Unavailable: canonical work link unavailable.
Observation 920d04da-6072-4aa3-acf8-a35fc91dddfa · inbound
Federated Learning-Enabled Hybrid Language Models for Communication-Efficient Token Transmission Division-of-Thoughts: Harnessing Hybrid Language Model Synergy for Efficient On-Device Agents
Reference 3
Source-reported events for the cited work
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