Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T17:02:30.894934Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 1 inbound Pith citation observation for arXiv:2606.09080.
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 2026-06-27T17:02:30.894934Z
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 2026-07-31T08:00:57.256732Z
A source-named dated measurement, never combined with another source.
Source: cited_works
70 of 70 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8783605d-19ea-4427-9ffc-c4aaf8f94493 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy A Deeper Look at Depth Pruning of
Reference 1
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Observation de5b5d27-1d7b-4d51-b29e-69eec0c6cae3 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy V isi P runer: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLM s
Reference 2
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Observation b9fbb85d-c413-4312-bfff-6abdd700f1a6 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy 2026 , eprint=
Reference 3
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Observation 2f11002f-4650-45fb-9a05-9e33b9ff5069 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy 2026 , eprint=
Reference 4
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Observation 8b879f8a-f1d6-4ea7-b22f-11659bb255f0 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy 2026 , eprint=
Reference 5
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Observation c9cb7c60-71f2-432c-9569-ccf1b83cd1a5 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy 2025 , eprint=
Reference 6
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Observation d2f842d4-a061-4e05-b439-391fa8fad85f · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy 2024 , eprint=
Reference 7
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Observation 9a1947a6-af24-42f5-84d2-8904b204747c · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy A Survey on Deep Neural Network Pruning: Taxonomy, Comparison, Analysis, and Recommendations , year=
Reference 8
Source-reported events for the cited work
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Observation d1ef2fcd-5187-423c-88cc-b87f68175912 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy A Survey on Efficient Inference for Large Language Models
Reference 9
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Observation ba36a10c-bb6c-4724-80a4-ed517f74857e · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Mixture-of-Depths: Dynamically allocating compute in transformer-based language models
Reference 10
Source-reported events for the cited work
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Observation c0cabbab-a57f-415c-b933-72ef86a254fe · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Forty-Second
Reference 11
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Unavailable: canonical work link unavailable.
Observation 17badc65-825f-4f6e-ae3e-3b20b32e5490 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy ShortGPT: Layers in large language models are more redundant than you expect
Reference 12
Source-reported events for the cited work
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Observation 275aa7b1-8a36-4231-bc2c-6b6ccf9bca99 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Findings of the
Reference 13
Source-reported events for the cited work
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Observation 84c4bc9e-109a-40ae-853e-897eeb02ff08 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Less is More: Towards Green Code Large Language Models via Unified Structural Pruning
Reference 14
Source-reported events for the cited work
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Observation b0d29c0c-4b70-4e9c-b55a-6ddfb3d18aa7 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy MultiPruner: Balanced Structure Removal in Foundation Models
Reference 15
Source-reported events for the cited work
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Observation cdefe15b-5862-4af1-942a-d27eade948f5 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
Reference 16
Source-reported events for the cited work
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Observation 2828d1fd-c1dc-4657-a7cd-c2c0feeb28ff · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Efficient
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b465e38-2965-4947-bac9-9a1054e87cb6 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy and do Nascimento, Marcelo Gennari and Hoefler, Torsten and Hensman, James , year = 2023, month = oct, langid =
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abc7e229-8f1b-4c6b-8e99-e5ba17ba664b · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Thirty-Seventh
Reference 19
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Unavailable: canonical work link unavailable.
Observation 13555b09-9dcc-4d53-aa41-9f72109937b8 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 20
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Unavailable: canonical work link unavailable.
Observation 4501e253-9469-4716-b7e5-91172e0ccc03 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy arXiv preprint arXiv:2503.09657 , year=
Reference 21
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Observation f1225104-a479-4adc-ac84-cd75d72aa7aa · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 22
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Observation aa8fb56b-a7de-4827-b08b-86e083e06b31 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 23
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Observation cb43ce00-2dc7-48f6-a595-172b0d292c69 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Proceedings of the 40th
Reference 24
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Unavailable: canonical work link unavailable.
Observation 7c851539-8b1b-46bb-98fd-1598d1b7ff71 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Zico , year = 2023, month = oct, langid =
Reference 25
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Unavailable: canonical work link unavailable.
Observation b806d1f4-0a01-4e44-82ec-ee543db4bb41 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 26
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Observation eed05c60-e511-4364-9cef-9674d7cfd015 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Prompt-Based
Reference 27
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Unavailable: canonical work link unavailable.
Observation b95c5a78-460d-4c9f-a925-a46f99c932c6 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 28
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Unavailable: canonical work link unavailable.
Observation 11a8c357-df10-4682-bf4f-a0fbbaf4da1e · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 29
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Observation 41288731-b927-4803-ab16-29cdfb9b73bf · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding
Reference 30
Source-reported events for the cited work
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Observation cda5dc46-fd2f-429b-b1ae-91a3a90a19f6 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Efficient attention mechanisms for large language models: A survey
Reference 31
Source-reported events for the cited work
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Observation ea86ba86-9faf-4c66-97a1-ed85412abfd5 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 32
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Observation acbc2a59-5538-4655-b371-285df55c6ae0 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Forty-Second
Reference 33
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Observation 6c4209ae-fede-44b8-8282-b62f093eec0c · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy A Survey of Large Language Models
Reference 34
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Observation 2875f540-9ce2-4553-b32b-6c5a12781d87 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Kimi K2.5: Visual Agentic Intelligence
Reference 35
Source-reported events for the cited work
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Observation 697f0eca-b0e9-4a95-baac-11bb9e77dca2 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy A survey of scientific large language models: From data foundations to agent frontiers
Reference 36
Source-reported events for the cited work
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Observation 6918d03b-d60f-4c51-9979-55617cbe470e · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy SGLang: Efficient Execution of Structured Language Model Programs
Reference 37
Source-reported events for the cited work
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Observation 5c7f8f31-68f9-495d-8fec-bc315910deef · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Efficient Memory Management for Large Language Model Serving with PagedAttention
Reference 38
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Observation bdc9e7dc-610f-48b6-b142-be9a602932f4 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Int vs fp: A comprehensive study of fine-grained low-bit quantization formats
Reference 39
Source-reported events for the cited work
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Observation be78f15b-4499-4105-8cfc-abc452af05bf · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy What Matters in Transformers? Not All Attention is Needed
Reference 40
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Observation 49bcd43b-a40e-4fbc-900f-aed73f7be525 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy T., and Cox, D
Reference 41
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Observation bf44697e-bde7-46d0-ba20-1691a6e53b75 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy B lock P runer: Fine-grained Pruning for Large Language Models
Reference 42
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Observation a2b39285-10d9-4d16-abe8-9ae8b345e9de · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 43
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Observation 8f79c042-9072-46f4-bce0-60af6340ecdb · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy The Llama 3 Herd of Models
Reference 44
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Observation 7e61f776-9bb7-47ad-9685-58d369709c50 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 45
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Observation cc47ff91-6408-4755-b24c-0a84db218b39 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 46
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Observation f3822e68-3b4e-463f-ad87-9354df9aa08b · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 47
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Reference 48
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Observation 3c7d1934-4b1b-4da0-8885-4c6815a02e8b · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Pruning as a
Reference 49
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Observation 1e20dc23-b4c5-4281-8382-2b0e2038482a · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Shortened LLaMA: Depth Pruning for Large Language Models with Comparison of Retraining Methods
Reference 50
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Observation 041beb61-d001-4d66-9b0e-e0df04ce510b · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 51
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Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 52
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Observation 30de5802-2670-4e62-b99d-24638f747198 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy and Shen, Yelong and Wallis, Phillip and
Reference 53
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Observation 58f6ec90-4037-46a0-9c1a-045bcac9556c · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Fluctuation-Based
Reference 54
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Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy arXiv.org , howpublished =
Reference 55
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Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 56
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Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 57
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Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective
Reference 58
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Observation 8099956c-c11a-4163-88c5-888fc68c228d · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy doi:10.5281/zenodo.12608602 , url =
Reference 59
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Observation d35400c8-c124-4bba-8c7a-0a005f247639 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Pointer Sentinel Mixture Models
Reference 60
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Observation c7af06e7-606c-443d-8c42-29f798c0fbd4 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 61
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Observation 009fd7da-e152-4001-b8bd-1aadff0e4700 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
Reference 62
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Observation ea425325-d71a-419e-8183-0abcbbe5973c · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Proceedings of the AAAI conference on artificial intelligence , volume=
Reference 63
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Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy HellaSwag: Can a Machine Really Finish Your Sentence?
Reference 64
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Observation 7a5bd771-d3e8-4cc3-b9a7-4321826b980b · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Communications of the ACM , volume=
Reference 65
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Observation 3ff8f937-c4ac-47db-9c91-ab5b59053f0b · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
Reference 66
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Observation cdaf0ffa-2dd0-4d6a-938e-f5425b47ea38 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Unresolved cited work
Reference 67
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Observation 2fe44297-84c4-4251-aea0-8bb23138e7be · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy Utptrack: Towards simple and unified token pruning for visual tracking
Reference 68
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Observation 2e16b766-b2e4-44b0-92c6-bad5ebd4c51d · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy From Data to Model: A Survey of the Compression Lifecycle in MLLMs , url=
Reference 69
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Observation 50933117-11b6-4df4-9c3a-4739228a6881 · outbound
Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy 2026 , eprint=
Reference 70
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Observation 0eab88f6-d7a0-44b4-af9a-40fc86ba8dc1 · inbound
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Reference 2021
Source-reported events for the cited work
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