Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T12:52:44.664299Z
Paper Citation Record · LEDGER
Efficient Large Language Models with Zero-Shot Adjustable Acceleration
As of 12 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2509.01190.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
13 of 13 outbound references displayed
- verified exact1
- verified fuzzy5
- unresolved6
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation bfa35c9f-fdef-4003-9f08-d30a3be4ddf8 · outbound
This paper cites LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference.
Efficient Large Language Models with Zero-Shot Adjustable Acceleration LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:52:44.609841Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9617c512-fa86-40b4-ac56-e644275340ea · outbound
This paper cites SmartBERT: A Promotion of Dynamic Early Exiting Mechanism for Accelerating BERT Inference.
Efficient Large Language Models with Zero-Shot Adjustable Acceleration SmartBERT: A Promotion of Dynamic Early Exiting Mechanism for Accelerating BERT Inference
Reference 7
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-05T12:52:44.760293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation fe5ab983-814a-450f-90b0-d9eca33518af · outbound
This paper cites Heejun Lee, Minki Kang, Youngwan Lee, and Sung Ju Hwang.
Efficient Large Language Models with Zero-Shot Adjustable Acceleration Heejun Lee, Minki Kang, Youngwan Lee, and Sung Ju Hwang
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T12:52:45.011281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d5bd6782-a633-4b16-9a0c-2db2ab7e5628 · outbound
This paper cites RT-LM: Uncertainty-Aware Resource Management for Real-Time Inference of Language Models.
Efficient Large Language Models with Zero-Shot Adjustable Acceleration RT-LM: Uncertainty-Aware Resource Management for Real-Time Inference of Language Models
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T12:52:44.721825Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 3e917123-a917-467e-bf33-8a4af29a9b71 · outbound
This paper cites InProceedings of the 16th conference of the European chapter of the association for computational linguistics: Main V olume, pages 91–104.
Efficient Large Language Models with Zero-Shot Adjustable Acceleration InProceedings of the 16th conference of the European chapter of the association for computational linguistics: Main V olume, pages 91–104
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T12:52:44.971096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation cf8f6fb1-49bb-4c5b-b2fd-b5ac5bbf8d0d · outbound
This paper cites In 2023 60th ACM/IEEE Design Automation Confer- ence (DAC), pages 1–6.
Efficient Large Language Models with Zero-Shot Adjustable Acceleration In 2023 60th ACM/IEEE Design Automation Confer- ence (DAC), pages 1–6
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T12:52:44.938126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 107c0efa-055e-4229-8830-5e8482b3c100 · outbound
This paper cites Blue squares represent preserved tokens, white squares represent pruned tokens, and the red line indicates the overall preservation trend per layer.
Efficient Large Language Models with Zero-Shot Adjustable Acceleration Blue squares represent preserved tokens, white squares represent pruned tokens, and the red line indicates the overall preservation trend per layer
Reference 2011
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T12:52:44.917986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation c16095b2-c899-494f-9a47-984c45f04b98 · outbound
This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.
Efficient Large Language Models with Zero-Shot Adjustable Acceleration FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
Reference 2014
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:52:44.604653Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aecc832f-0f19-45a3-b2b6-e1f0bdcfac3d · outbound
This paper cites Measuring Massive Multitask Language Understanding.
Efficient Large Language Models with Zero-Shot Adjustable Acceleration Measuring Massive Multitask Language Understanding
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:52:44.623223Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0b1ab8e-093c-472a-a808-1026bf03a6c1 · outbound
This paper cites InICASSP 2021-2021 IEEE Inter- national Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 7713–7717.
Efficient Large Language Models with Zero-Shot Adjustable Acceleration InICASSP 2021-2021 IEEE Inter- national Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 7713–7717
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T12:52:44.992848Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 379ad255-dff5-4788-8671-cd5f7f99c0d7 · outbound
This paper cites Token Merging: Your ViT But Faster.
Efficient Large Language Models with Zero-Shot Adjustable Acceleration Token Merging: Your ViT But Faster
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:52:44.591356Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1eed93bd-164e-4734-afbc-880163b626f3 · outbound
This paper cites LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning.
Efficient Large Language Models with Zero-Shot Adjustable Acceleration LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:52:44.617762Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bfc1734-8aa2-4359-a406-3592205cbe19 · outbound
This paper cites Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads.
Efficient Large Language Models with Zero-Shot Adjustable Acceleration Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:52:44.599095Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.