Paper Citation Record · LEDGER

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection

As of 22 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 1 inbound Pith citation observation for arXiv:2506.19884.

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

pith.paper-citation-record.v1
2506.19884 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:40:01.512483Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T12:14:57.342551Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

55 of 55 outbound references displayed

verified exact1
verified fuzzy7
unresolved47
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 24f62473-1c4f-4b3f-84a9-ecd47928de9f · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.677930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ddfb6fa9-04b4-4e4d-af68-e22d297744a8 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.668611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 21371aaf-3973-43f7-90e8-bccafef157bb · outbound

This paper cites GitHub - doronz88/pymobiledevice3: Pure python3 imple- mentation for working with iDevices (iPhone, etc...).

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection GitHub - doronz88/pymobiledevice3: Pure python3 imple- mentation for working with iDevices (iPhone, etc...)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:40:02.659210Z

Source-reported events for the cited work

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Observation 31eb5e9a-ff3a-42ff-ac08-4f3ba0cd00ac · outbound

This paper cites kernel/sched/cpufreq_schedutil.c.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection kernel/sched/cpufreq_schedutil.c

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:40:02.650162Z

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Observation 378e3350-1c3a-4d88-b2f7-205d76986244 · outbound

This paper cites kernel/sched/sched.h.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection kernel/sched/sched.h

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:40:02.641712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6e74e7ac-abb2-4fd6-94ed-62f6cb944532 · outbound

This paper cites kernel/sched/walt.c.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection kernel/sched/walt.c

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:40:02.633388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1d36bf53-f57c-4dbf-9469-b15a806b7998 · outbound

This paper cites Llama 3.2: Revolutionizing edge AI and vision with open, cus- tomizable models — ai.meta.com.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Llama 3.2: Revolutionizing edge AI and vision with open, cus- tomizable models — ai.meta.com

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:40:02.624001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f12103fe-7233-4f20-93b7-0b2fab997436 · outbound

This paper cites GitHub - pytorch/executorch: On-device AI across mobile, embedded and edge for PyTorch — github.com.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection GitHub - pytorch/executorch: On-device AI across mobile, embedded and edge for PyTorch — github.com

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:40:02.613962Z

Source-reported events for the cited work

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Observation 68c6e95a-eee8-4e82-8539-ac3a37e543f5 · outbound

This paper cites SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:40:01.299913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d2a9076-757c-42be-9773-19f5cd28eba9 · outbound

This paper cites LLM in a flash: Efficient Large Language Model Inference with Limited Memory.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection LLM in a flash: Efficient Large Language Model Inference with Limited Memory

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T18:40:01.304833Z

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Observation b425a48a-1bb3-445e-81e8-1befaf350d3d · outbound

This paper cites MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T18:40:01.310099Z

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Unavailable: canonical work link unavailable.

Observation 125555b4-896f-4790-a5d6-9996d14dbadd · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.602235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4d8d3a00-212b-46ae-acfd-3afdcc767df5 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.592941Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4dda9f98-7007-43e7-9edb-7ca3a096a6ea · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-15T18:40:01.552762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 01d5f0cd-2bab-4de0-97d9-67af9fc04314 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.583288Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8e103d0d-19b3-4b07-8992-19ab20cfe77b · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.572984Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a53c41ba-9db7-4410-99d8-949b97a14434 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T18:40:01.337609Z

Source-reported events for the cited work

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Observation 7b48e62c-6999-479e-b3b8-a574c3d6ee90 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.562486Z

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Observation 82f94f52-c39d-429c-8454-7facbad511db · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.551108Z

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Observation bbd08597-b9f0-4225-818b-102ca922aece · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.540544Z

Source-reported events for the cited work

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Observation 314d1b35-2d3b-4d9b-b670-75f0740993c1 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 21

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Observation 65d1f121-e352-45e5-b1cc-d0e51b79c665 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 22

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Observation 683d9c54-36e5-4787-acf8-7b5623e514ac · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 23

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Observation 4431cd6b-ecf1-41be-b94e-a79d96384ee0 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 24

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Observation b43dd715-c360-4329-ae17-a13632d76706 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 25

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Observation fe70ad65-f04d-4446-b38e-fa6a437ea861 · outbound

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MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 26

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Observation 39db986f-7571-487f-a5ce-a4eab317a5d8 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 27

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Observation fadaf3cf-486e-4945-af3b-d1cc3ffd4553 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 28

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Observation 8642bc55-0558-41aa-a0aa-350ef8a19b2d · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 29

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Unavailable: canonical work link unavailable.

Observation 8ce6ff6a-f452-4ed4-93fe-9dd3895ce33a · outbound

This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T18:40:01.401147Z

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Unavailable: canonical work link unavailable.

Observation b028ae9e-0bb0-47b7-abc6-bf07998101ec · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.456034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 84bf85b1-0995-4e25-9df1-2457cbd7be2b · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.446145Z

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Observation 74288287-b967-45fd-88bc-4d035283107a · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.435977Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4b7a33a6-c926-47a0-afc2-d49697016c11 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.414740Z

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Observation 044623ae-ed7f-4c63-844a-381e1cf82a4c · outbound

This paper cites 2023-2025.MLC-LLM.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection 2023-2025.MLC-LLM

Reference 35

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Observation 41e1ad12-7ffd-4b08-8858-08cb66567004 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 36

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Unavailable: canonical work link unavailable.

Observation a5f4ce45-d7df-42a7-a2fb-1eab3c83ec1f · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 37

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Observation ce17c43a-7a1d-493d-b48a-2390c97fa8f0 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 38

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Observation 23ec7bc4-0e8b-4c06-8d66-487366349028 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 39

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a0aeb619-2ae5-4181-9c06-8a3eca7f9734 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Gemma 2: Improving Open Language Models at a Practical Size

Reference 40

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Unavailable: canonical work link unavailable.

Observation 435d4efa-4e27-49c5-a63d-839332e96ffe · outbound

This paper cites The Llama 3 Herd of Models.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection The Llama 3 Herd of Models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T18:40:01.448276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39508650-d5fb-48b2-a2d6-9f3238b88bed · outbound

This paper cites Qwen2.5 Technical Report.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Qwen2.5 Technical Report

Reference 42

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Unavailable: canonical work link unavailable.

Observation a0f3f4e7-0124-4d7f-8e21-89c2979dd03e · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.360261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c9b92175-7b47-4d0e-9049-2ddd994b799d · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 44

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 069c5266-6a7e-46a3-88a7-162a101b64c4 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 45

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6c30d54-eb88-4830-8cd4-abb79e2c1dfc · outbound

This paper cites RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models

Reference 46

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a9a43de-f214-477a-b54d-3e27a26398a6 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.335984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b8862760-5d45-4891-b5f3-94999e424de1 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.287809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 98360f71-2db0-48b4-9bbb-0e4cec4f556b · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.200143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 19137d97-1e02-46fd-99be-bcaa488f3bdd · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.188172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7eb56637-d5a8-4e6e-a7b8-5bb2170292c3 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T18:40:01.493203Z

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Unavailable: canonical work link unavailable.

Observation 53e72b54-46d4-42fd-8b28-627f600ef4c0 · outbound

This paper cites PowerInfer-2: Fast Large Language Model Inference on a Smartphone.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection PowerInfer-2: Fast Large Language Model Inference on a Smartphone

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T18:40:01.498224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44f2288a-7d2b-4c48-97ad-eaa6da7af4e6 · outbound

This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

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This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 54

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This paper cites an unresolved cited work.

MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:40:02.154794Z

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Pith citing papers

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Is Your NPU Ready for LLMs? Dissecting the Hidden Efficiency Bottlenecks in Mobile LLM Inference cites this paper.

Is Your NPU Ready for LLMs? Dissecting the Hidden Efficiency Bottlenecks in Mobile LLM Inference MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection

Reference 10

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