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Paper Citation Record · LEDGER

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques

As of 7 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 0 inbound Pith citation observations for arXiv:2507.11506.

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

pith.paper-citation-record.v1
2507.11506 v2

Coverage vector

measured 78 of 78 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:13:45.206239Z

measured 78 of 78 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

78 of 78 outbound references displayed

  • verified exact4
  • verified fuzzy8
  • unresolved65
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ad356de9-b3e4-4abc-8027-a1fe0bd612f5 · outbound

This paper cites Open Neural Network Exchange format.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Open Neural Network Exchange format

Reference 1

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 7a118ca5-c4f8-45a6-9efa-97dd0cd596a1 · outbound

This paper cites NVIDIA Hopper Architecture In-Depth.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques NVIDIA Hopper Architecture In-Depth

Reference 2

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raw_fallback, observed 2026-08-06T17:13:58.544524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:33.384995Z digest=sha256:5c556a0ac5220fe21a695def1cbd316f287798ea09b1b9b3beea96fd717a1b1b

Observation e7ec2eeb-63f2-4607-9205-38313764b0bf · outbound

This paper cites Abdelhafez, Christopher Zimmer, Sudharshan S.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Abdelhafez, Christopher Zimmer, Sudharshan S

Reference 3

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a4786cdc-7cc8-4fd8-b162-812b69772f49 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 4

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unresolved
raw_fallback, observed 2026-08-06T17:13:58.224620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:33.742376Z digest=sha256:fa8c6186ae37e718c17a86a8decce0ed079b3b315847c772b0a454e249117aa4

Observation dc5a223e-741d-4f68-9d0a-18c09d13dbe5 · outbound

This paper cites GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:13:33.867690Z digest=sha256:79e4c55863a1ce9b1df29abe7e1b17f9024b558885e618f2c571ac6c86ffee88

Observation a53673c3-81e2-4bb2-9a67-d67cc3aabafd · outbound

This paper cites Ionescu, Klaus E.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Ionescu, Klaus E

Reference 6

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation ddc0724d-eeb0-42f9-b1d7-6e2857ea29c1 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 7

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raw_fallback, observed 2026-08-06T17:13:57.742208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:34.418300Z digest=sha256:cd5850dfb5ea443934fd718525fe55b0c6f4b4cda93bfa7a0ff28ce79a47dc7e

Observation fab1623a-f62b-4eb0-8273-5b98954fdeeb · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 8

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 5cff5324-03a7-40cb-9bed-8c64f9a4082b · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 9

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raw_fallback, observed 2026-08-06T17:13:57.484959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:34.710102Z digest=sha256:37f1139108b8529514fc57d6b12a475c9e7898735d89318c359d5b4d7d566cf2

Observation 5a885279-97a0-43cd-9fe7-2e8f49642e38 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation d85430e0-e5dc-45e6-8768-d4b7cc17310b · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation d403cc71-35a9-4cfd-80c1-6edbb5dd79d4 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 12

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raw_fallback, observed 2026-08-06T17:13:56.879996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a21b1a1a-a178-46f2-a839-25b2303dd42f · outbound

This paper cites Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 917de93f-f3e3-4756-ac16-4aa48e6a0f75 · outbound

This paper cites FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Reference 14

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no resolver link, observed 2026-08-06T17:13:35.463838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:13:35.463838Z digest=sha256:3945a74d4d8aa114172a7f7d1e474f4f53eb9849c4c87b111ec064d147b2b9be

Observation d30ee7c1-9fc3-407e-963d-8dd08207df4b · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:35.664240Z digest=sha256:54f3431208f84a04ce430c3d2744a4900d9fb1a92ca3b1696367194e94a1c29b

Observation e75903aa-10ae-4d83-86f9-2559e5effc8e · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 16

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raw_fallback, observed 2026-08-06T17:13:56.556694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:35.824825Z digest=sha256:d7afc6fbebbaeb6f9202fd7b5054ba56750c33fe87cc98a17a40accc7c74f6bd

Observation e9614c9b-aa1e-4dff-afe0-6e119c6cb0c1 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 17

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b03ccb05-ed99-4604-a125-9e56029b4963 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 9c2e0a95-9f90-4d4e-b1bb-6d3bcaab2a7b · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 416785ab-ea25-4187-8075-c20a95c876a5 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 7e35c669-ad57-4754-b4cd-daf72a214aee · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation e4e01058-9d02-427d-bac0-7691930b8048 · outbound

This paper cites WaferLLM: Large Language Model Inference at Wafer Scale.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques WaferLLM: Large Language Model Inference at Wafer Scale

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:13:36.837844Z digest=sha256:e70a339f859566d3bca499a801e70660915c74bf3680a3651a9d104c6dc3ccf7

Observation 1d0e6c5f-7743-4014-a63e-e3f06ae9e84a · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 23

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raw_fallback, observed 2026-08-06T17:13:55.581064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation c5dd7fa2-e60c-48f0-8dbf-280d805a81b0 · outbound

This paper cites LLM-Aided Compilation for Tensor Accelerators.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques LLM-Aided Compilation for Tensor Accelerators

Reference 24

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verified exact
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 682afe8f-93e0-4d38-8dfb-5a76256987f4 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 25

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation af1020df-2381-4033-9505-81412e7f219c · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 26

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raw_fallback, observed 2026-08-06T17:13:55.173878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 6bd82abd-d5a8-4094-9232-8f91ef3c306c · outbound

This paper cites Dissecting the Graphcore IPU Architecture via Microbenchmarking.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Dissecting the Graphcore IPU Architecture via Microbenchmarking

Reference 27

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no resolver link, observed 2026-08-06T17:13:37.885136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5f614b98-fd4a-4db6-81e0-ccf6218ed4b9 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 28

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raw_fallback, observed 2026-08-06T17:13:54.742990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 000becb9-9467-4905-9011-4d878dbf98e0 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 267f30a0-073c-4657-9609-2853fa07c1fc · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Gonzalez, Hao Zhang, and Ion Stoica

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:13:38.335478Z digest=sha256:b7cf19e1de91cd3070f0f494950acc290947eb04569b553eb80297ff3235256d

Observation 5d0a679f-6d47-4faf-8e39-102e93e07034 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 45437464-a023-480f-b6fe-1f7b0fcdc0a6 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 7962ab47-44b3-427f-a7f8-0b11af878a2c · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 1ca30c3f-9b42-4bbd-bd1c-3a3c73c44215 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 34

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raw_fallback, observed 2026-08-06T17:13:53.713293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 91c776a1-7e77-4c8e-8c61-9ce2fa7221fc · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 35

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unresolved
raw_fallback, observed 2026-08-06T17:13:53.489689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:39.234650Z digest=sha256:b9d066fb821b349596bb771678a778fdb5a299aa18def28cfe66a8340afd5b0d

Observation 9f5f0c45-a3ca-43a0-b020-8e351cc37ca9 · outbound

This paper cites ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T17:13:39.560534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:13:39.560534Z digest=sha256:9dccfd69d67ce909aa2953867122ac9cc27e654299e0bbd73397c762bcd85d49

Observation 57b7dd4a-8765-498c-8137-890a0c69bb69 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:53.150860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:39.706940Z digest=sha256:401f06e5230b152c322c509f0297725bd3ec26cd31c6438398ff742243580d21

Observation 932ca025-8e27-4012-ba18-c69a9d1bc633 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:52.953541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:39.879246Z digest=sha256:efc4e2b07233a7fe1130a001ab930c91823a9acf98298d0b9bc83b3ec6888a20

Observation 854542b8-700b-4080-9fb3-867f655ad574 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:52.778406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:40.081187Z digest=sha256:a5ff944c4d8dea48a246155e916bc882b0db6f590abf30a6276bdc2f592e90a1

Observation baac46d9-6990-4d5f-a3d3-0f5669a5dc86 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:52.547621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:40.299192Z digest=sha256:806e79c5998ab187508e78189739daada209a28b95f687713c1da7be4986cd9c

Observation a2464796-2c93-44e2-9834-00504954ff08 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:52.277213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:40.461563Z digest=sha256:6185d774142f2c8828f8c90c36c058ddd54c79851d8fd2c3f00db751792168b1

Observation 39286d2a-bdc7-437a-81f8-7a562c5e6216 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:52.006354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:40.633243Z digest=sha256:997eb9d8dc4cd460c237cacbe609e229a456c405a39bc00398e199c86c191e17

Observation ab2e2ae4-0264-4398-bc20-a92ba72318a5 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:51.815224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:40.767097Z digest=sha256:82008ce41d5aa8151e6ec09873052113a230e71736a07c0fe9516a6d154634c3

Observation 1c6c150d-cc2f-48c9-86f3-20d5196eda28 · outbound

This paper cites Scalable Diffusion Models with Transformers.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Scalable Diffusion Models with Transformers

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T17:13:40.902801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:13:40.902801Z digest=sha256:cd80da280e48be4fb321bd715efd4b37ec547f2f4839100006ecfb03410dbbce

Observation 48b0a8f9-3d01-4471-9ddb-e8c340b4c42d · outbound

This paper cites Efficiently Scaling Transformer Inference.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Efficiently Scaling Transformer Inference

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T17:13:41.039701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:13:41.039701Z digest=sha256:92bd7255d1666d762fa9467d86fa474ddb88e7904d1777dc381a18d07c7f6db5

Observation f976aa74-9c9d-4fe1-94d8-13dc6d7ac8c2 · outbound

This paper cites SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts

Reference 46

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T17:13:45.969733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:41.241612Z digest=sha256:ecac951ba43ff0951657279256725683b3072fb6dacd3ba067999fca7fc9b270

Observation 105e5652-d837-4f4f-b33d-177de4da239a · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:51.645122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:41.417170Z digest=sha256:8e762ac41dde0d69168f054ef84e7c35295f430d760bb4953d44e9e03d39bcde

Observation 6267da26-a07a-4b84-b313-cd26a40fc861 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:51.381279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:41.555659Z digest=sha256:26cbc7b14971be57e5721b3aef5839997b33fc1c7f2e305031a37ff235cbda26

Observation d2be6c72-2cb3-41d1-b23f-ab767916ccbf · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:51.145486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:41.696197Z digest=sha256:a1a22f81f6335b044b3ee97a086547d7d06daa60ca5e9415d39daf9b52cd4eef

Observation 75804a21-374b-45df-9e15-a3ed529074aa · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:50.967094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:41.874485Z digest=sha256:972e3af5117c113a40418e0c48f2dac5b60e074cee5818b360e55fbe052a277e

Observation 8275c5af-d4c4-4e68-ad13-9697e37bfaf1 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:50.737483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:42.013991Z digest=sha256:9eeea8134978b31d20a6b7bb54cb42e9f0ede08874d714d134c84f2d5abe62ed

Observation 73b7cbd6-8df3-4d45-a00e-bff245cd1111 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:50.565050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:42.313833Z digest=sha256:ba3cc157515b1e7b315f3b62285b6afe139c7c8d5b7ca5e605def2a3f72deae4

Observation f1413811-d267-4daa-b35a-095ec72d7ef4 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T17:13:42.435668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:13:42.435668Z digest=sha256:249bc63ea6d89be12ae3a0dd8e653dd6317171597112d6b73a7406c13bea631e

Observation 7dcbd49c-977c-450f-818f-c80602d53414 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:50.344816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:42.551157Z digest=sha256:861d813d6fbcadf2aca9187037757b17ddc025bfaaf902e0b7cb44e6cf8178b9

Observation ede4b526-2f68-4682-94b2-ea4f33b90939 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:50.191268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:42.661328Z digest=sha256:a747de949b09b88e17ff5738fddd6c78009daa15b7dbc08628d497e4c5838ad0

Observation 00884193-b881-4cb5-a58d-69bf99a42686 · outbound

This paper cites Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T17:13:42.779783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:13:42.779783Z digest=sha256:ada2d798fb6f52c3fd28cc2ddd64a861f348dc6b07b323f48b71e1800fe684f9

Observation 61a2fbbc-d7d2-4ab5-9e85-1888d88a573c · outbound

This paper cites Attention Is All You Need.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Attention Is All You Need

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T17:13:42.869293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:13:42.869293Z digest=sha256:80fd2e00158332c69095f9f0ed36f524f521dc8efc08703d8f5fa23522401b00

Observation c9689a76-924a-44bf-8d61-101f4d3f7e23 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:49.976870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:43.010966Z digest=sha256:f8bbdb4db7ad8436836720839219bbfda6da5e2f3066bdbafd3753da465909ff

Observation b13fa64a-3a5e-4a43-8847-5e0252bc2654 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:49.826381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:43.155385Z digest=sha256:2dd094715ac2e75ebde62c33209467f21207dc4742b41882ceff09b6e15958ee

Observation 4b909ef0-5b01-445a-89e2-c9f250f6218e · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:49.586448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:43.292291Z digest=sha256:74653d4e9c43b49e620373f35747e052f53df7b7ee3b16fd093c6de9050a1d31

Observation 0356155a-435d-4e3a-b01d-086c5a6d6f59 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T17:13:43.392408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:13:43.392408Z digest=sha256:98201c60d9935887db57da09c1ff779491489b204710804e981a99ca1eedd9c7

Observation 229aec0d-a3f5-4d42-bf2c-9b2fed3b8d95 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:49.324408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:43.543233Z digest=sha256:f61e7b2bd6bd4f04b9ad2b34f09d93eef7d48997384cc16cca391a1c1ea774fa

Observation 41f4c619-6a18-4c9e-9ef0-b1eeb0bf14c3 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:49.036441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:43.673555Z digest=sha256:b5f36c7e502a482e66b68659780ab3811888a4f9848845661bcdacfe53b0b25f

Observation dc4dda5e-fa14-4597-b1cd-debea34770cf · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:48.776761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:43.790080Z digest=sha256:56c84367f983c9a2675fcf95be38341f0511e8eac15bf0efcbbfff7bb4c021e9

Observation d96a228d-4195-41d3-b1cf-2d09ce41e467 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:48.503460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:43.897224Z digest=sha256:8effbb18c3b70274e3cf2dc1b266c519e1694a8f2d9491698bff9320e6c1bbe3

Observation 99024a42-0296-48c6-b48e-90cb8118f94f · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques OPT: Open Pre-trained Transformer Language Models

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T17:13:44.058197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:13:44.058197Z digest=sha256:33e3e7b0e3b4a2e35c78608527a949df77cef836eec43434efffed4f2022064b

Observation 262ee728-9152-41d8-a464-8c21c24d05df · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:48.243139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:44.216729Z digest=sha256:ca3e739c56462b69d41a31e3245db1ea00481dbd1d1efa3c9ddf72b69979c4b9

Observation 6875a81e-1df4-4561-aeda-fb3ec4f64013 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:48.037510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:44.352923Z digest=sha256:418518611c8df47f37e7d2cfd10376b2ca2b4a6471f8ab0bcee02b31381e2de0

Observation 13162673-c53d-4d3e-8f59-1c0979df7657 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:47.824222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:44.490337Z digest=sha256:c66c15491e7949f123eb8026e7cd3ce00ca95fa990a495db5323514bcc498856

Observation 4494ad57-0075-40cb-ae9c-07e1b09a69c7 · outbound

This paper cites Gonzalez, and Ion Stoica.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Gonzalez, and Ion Stoica

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:13:47.626778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:44.635728Z digest=sha256:3d98e7b93dc88d6e9c4aedbb9dab4d5c2713ae6293592fbcdd914299b753e7cd

Observation 888c8a31-7f48-4158-9acf-7408625964f0 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:47.442307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:44.803033Z digest=sha256:0156d092d475b597552862a55874281e042717c50b294a23bb8c8816bf5b775d

Observation da67e547-d1bc-42d0-a79d-d65aa84a0162 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:47.227122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation deb9a42b-2abb-4751-a392-0b602d796822 · outbound

This paper cites an unresolved cited work.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:13:46.971353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:45.115391Z digest=sha256:90619e0b2dd2c580c3e920f4ee97ab1ca17a8460d37f10e889d96ee1bb6987b8

Observation bee40705-ecea-4b9b-a482-ad335726b609 · outbound

This paper cites benchmark_scripts/generate_data_from_sim.py.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques benchmark_scripts/generate_data_from_sim.py

Reference 74

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T17:13:45.206239Z digest=sha256:884d0cb893299f0397f068304318f3c07670a362b6a1912cf0e04d1ae8c4c389

Observation 3fc12d40-93a1-4363-8bc4-f815b48e9c31 · outbound

This paper cites InProceedings of the Seventh Annual ACM Symposium on Parallel Algorithms and Architectures (SPAA’95).

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques InProceedings of the Seventh Annual ACM Symposium on Parallel Algorithms and Architectures (SPAA’95)

Reference 1995

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:13:57.881588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 1cc94341-e15f-4d67-b372-90639b9dfe10 · outbound

This paper cites InProceedings of the 23rd IEEE Symposium on High Performance Computer Architecture (HPCA’17).

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques InProceedings of the 23rd IEEE Symposium on High Performance Computer Architecture (HPCA’17)

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:13:53.351915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation a029c739-faeb-4362-89c3-6b9bb1841062 · outbound

This paper cites InProceedings of the 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS’22).

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques InProceedings of the 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS’22)

Reference 2022

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation c829d11f-5f15-498e-ae38-e783dbb1d33e · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

ELK: Exploring the Efficiency of Inter-core Connected AI Chips with Deep Learning Compiler Techniques Gemma: Open Models Based on Gemini Research and Technology

Reference 2024

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

No inbound Pith citation observations are available.