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Paper Citation Record · LEDGER

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow

As of 19 August 2026, this Paper Citation Record lists 97 of 97 outbound references and 0 inbound Pith citation observations for arXiv:2508.17826.

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

pith.paper-citation-record.v1
2508.17826 v1

Coverage vector

measured 97 of 97 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:50:18.944756Z

measured 97 of 97 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

97 of 97 outbound references displayed

  • verified exact4
  • verified fuzzy5
  • unresolved85
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bd6eb48a-7703-4850-a452-608763ee58ac · outbound

This paper cites Chhabria, Mateus Fogaça, Soheil Hashemi, Abdelrahman Hosny, Andrew B.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Chhabria, Mateus Fogaça, Soheil Hashemi, Abdelrahman Hosny, Andrew B

Reference 1

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no resolver link, observed 2026-08-05T16:50:06.344791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:06.344791Z digest=sha256:a29d8f1e929f51109aa7203a89c20208ea76a47b4dffde0f7dbacdb9dd9834b9

Observation c621a423-c705-4df9-b6a7-1583b93f580a · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 2

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no resolver link, observed 2026-08-05T16:50:06.454903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:06.454903Z digest=sha256:354d059572ec6dee5b6345123f4ed0b6160e823a601099ab9b55bf5dda886951

Observation 5b57b2b1-cf52-4590-b4a6-079b5ab4a0e2 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 3

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no resolver link, observed 2026-08-05T16:50:06.634756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:06.634756Z digest=sha256:2d10b8b2ff2e684923fd8a1658aab8e9eb83f32fedb5114c435b9ea98f3aa5af

Observation d3f7f012-18a8-498a-b49c-8e4842730db5 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 4

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no resolver link, observed 2026-08-05T16:50:06.752727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:06.752727Z digest=sha256:1da34952bd7018430d41bb32a0e612552edd4b50faf80f0b75b4d585a6fc4838

Observation 24be03e3-2415-4b1f-bc2e-e7f28a8c0df4 · outbound

This paper cites Longformer: The Long-Document Transformer.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Longformer: The Long-Document Transformer

Reference 5

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no resolver link, observed 2026-08-05T16:50:06.857927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:06.857927Z digest=sha256:310326eb29500a1a2da18562a18cfdb27ca14e343cc17505ec2cd91cf38442d7

Observation 173ea8e2-6b4b-4ccb-b825-4af115636a85 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 6

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no resolver link, observed 2026-08-05T16:50:06.966171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:06.966171Z digest=sha256:786a1be755ee7f5edb647a87151325dc466ead96e1080d88348e0e33e1ad3f9d

Observation ad122c6d-108c-4cca-9f3b-d47cd4aaafe0 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 7

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no resolver link, observed 2026-08-05T16:50:07.106927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:07.106927Z digest=sha256:8bf9f00a53948f41ff122dc68354120e91f5caae08d91b2ce56f3d21e7c8eb5e

Observation c2d9dd0c-af16-4804-8a84-5c736393ac7a · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 8

Resolution
verified exact
raw_fallback, observed 2026-08-05T16:50:22.594762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:07.208810Z digest=sha256:bbb530b19026e8f4374141cbe81ad725d5229b8b7e58e67ec55868eaa42938c8

Observation a0e1a9b7-6f8b-4cf2-8407-3a8daf1366d6 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:07.313978Z digest=sha256:9eace7e922e58c7277ccf5311eb92341458fb6bc449db10a33ec668fca55f3df

Observation ac024c58-8fb6-4e83-a708-0f344ebbfc5b · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 10

Resolution
verified exact
raw_fallback, observed 2026-08-05T16:50:21.934758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:07.410565Z digest=sha256:6ff11d03388623d493a9fd97c2ae0f6a8743d1e07a16af2c1535d32d173710b2

Observation a9fe8449-324c-4be7-8b25-1084b1c0f98a · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 11

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:07.482912Z digest=sha256:c73a248d91997ad2764d5631067d8f5ad17e502b4611bb4a1bf3ead07fae0d23

Observation 25de62d1-8867-4a44-8c61-fc66179898ea · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 12

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:07.609689Z digest=sha256:309095566fe86c4d528067c0cede1c19f007d5f1cf5a9e7b6aaea72092cd7fed

Observation 5afa6cd1-f628-423d-b45a-e411e9d2a0af · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:07.714752Z digest=sha256:b38a3a8f415d6ff6fb8b15543918df83180e8520cd65e317378cc339754cfa89

Observation e9d733eb-26c7-493a-9e1d-003d76fc1e97 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 14

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no resolver link, observed 2026-08-05T16:50:07.814366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:07.814366Z digest=sha256:4a74fe52b7b57d6401eafe2fe119d01304b31ee1208814148089f4b3532df6d2

Observation 60f4175e-9e39-4929-8ed0-d358e96a8d8c · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 15

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:07.946411Z digest=sha256:8a51a08ef37432c3d59c46199341177759fd6eb36d273581645b9c3d1416a81d

Observation cfd569a4-ae0b-470b-86c2-5edf1db54722 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 16

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:08.058453Z digest=sha256:3921821f16f11c477f9491a989b7289ed83d6ccf37da059cc608c59107e811af

Observation 5f418a47-b30d-4a03-86a6-2636bf2d35fc · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 17

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:08.214747Z digest=sha256:218bb00cab216bb7075b188745f6e380daee729e92a7f289cdf57de45842ad8d

Observation 01f76450-b507-477a-8a28-e00c08123bab · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:08.320740Z digest=sha256:7a17959254aa8b86bac450cbfa14bea7123936103b7d0cc335562a270523f894

Observation 10fc043f-ef02-4e4a-a3d5-9cb0a189054b · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 19

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:08.453387Z digest=sha256:2ba94ecbd130e3deaeea32cdc9027abc1051e23ffa02b38081970730621f3eff

Observation c638c81e-3975-476c-a857-daf70836319e · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 20

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:08.574782Z digest=sha256:65c87bd0aa7955836a59b9720c9f5952ca2f65e205cafdc15fdbec605bedcffc

Observation 575245c1-d281-4940-ab54-18d7d4a427e7 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-05T16:50:08.686343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:08.686343Z digest=sha256:e0e849fff971c0790a4aeae914d1e6f2ee313688b6d99d26a19edbe57fe0e5b4

Observation 7c9435cc-003a-4510-893f-90adf6b4a974 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:08.755664Z digest=sha256:f8fe79a2aa09b14bc4796b5c19e0dc7d5cc4d4777ac33d73ebdac51266fa8d1b

Observation b9aed9f0-b316-43bb-a546-65227d6582a2 · outbound

This paper cites Fast Graph Representation Learning with PyTorch Geometric.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Fast Graph Representation Learning with PyTorch Geometric

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:08.866283Z digest=sha256:44c15655bf737cec24b320cedec488e9ad93ccbf4df281bb2f579988b402f7f7

Observation bdae9481-1ec8-4ee3-bca1-3be78293b63d · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 24

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:09.014753Z digest=sha256:a3ce2267c4cac8b911a7a0471f3c156827076d4efad7a2970e69736322019f47

Observation e662286d-973b-41df-b4ce-c71f7c1b3a6b · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 25

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:09.144773Z digest=sha256:87c9e216764b018192d3854c4ec3672ad6d8410862aa012b9254791e9d6d4531

Observation 881feb75-7c8d-4d96-b18c-7bc9c855bffb · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 26

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raw_fallback, observed 2026-08-05T16:50:34.934749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation fb319576-ca1b-4a3c-8bfb-23fe3795ef45 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 27

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verified exact
doi, observed 2026-08-05T16:50:19.327263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 3f071210-82cf-47ad-879e-2497d5cb7a5f · outbound

This paper cites Neutrino Production via $e^-e^+$ Collision at $Z$-boson Peak.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Neutrino Production via $e^-e^+$ Collision at $Z$-boson Peak

Reference 28

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source=pdf_text observed=2026-08-05T16:50:09.587193Z digest=sha256:49f2e8ed9fe10f9c7edd5d7288f73899967e5bf6ea4eb7528dce12eb7f8937ef

Observation 0c207ce5-da7f-4139-be86-20b6a45717cd · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 29

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no resolver link, observed 2026-08-05T16:50:09.769318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:09.769318Z digest=sha256:af87b5616b5e330e688d7997a6a7fcebf5427241e36ec21716f21e661dc85afc

Observation ee7d486b-55de-418e-8b99-88b35c66c6a0 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 30

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raw_fallback, observed 2026-08-05T16:50:34.636476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:10.000466Z digest=sha256:6fe3b45fd632d941371a4b527edd15c5f940c8d1986b603ea6795106db7215d6

Observation 324fe328-cfa9-4153-a5b9-fa35e85de9f7 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 31

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unresolved
raw_fallback, observed 2026-08-05T16:50:34.345224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:10.287825Z digest=sha256:73b7164a95a18fb38c304f1d75f2d66e2234d355faefd7c3747c9f85eacae055

Observation 5b6b3dc6-5ac7-4a3b-a906-7ee21ff5f846 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:10.465521Z digest=sha256:48212d53dd93a2c14b866d3957de74d51883e88399acab1d40f09373261daa68

Observation cbca51d6-17ef-422e-b0d7-1186aac7401b · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 33

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:10.722953Z digest=sha256:b5ddc98fbed44f9d3c38d5bda266f56455faedeab0238c206c6cdf4290c7c198

Observation 119a0bba-6c01-4237-bf07-2acf328150ae · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 34

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raw_fallback, observed 2026-08-05T16:50:34.068332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:10.890820Z digest=sha256:777d65c9e02ef8758d82ddccf24782576c3a8685f624801a705992c10aff3047

Observation a70e27f5-a921-4b5c-9dc0-b6af8e03993d · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 35

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unresolved
raw_fallback, observed 2026-08-05T16:50:33.839618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:11.335000Z digest=sha256:904c47584384529947dc9892de49dd35894fbd2d549a1bba9b0ca73e23153675

Observation 22b9b7ed-222a-4535-8dff-5eb2d86bdf2b · outbound

This paper cites DenseNet: Implementing Efficient ConvNet Descriptor Pyramids.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow DenseNet: Implementing Efficient ConvNet Descriptor Pyramids

Reference 36

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no resolver link, observed 2026-08-05T16:50:11.475406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:11.475406Z digest=sha256:8025693de562b88ad909e37f5c586c609b79748cbed70987f96a164029009693

Observation d6cd2809-0134-40aa-b685-d0c93adb58a0 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 37

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unresolved
raw_fallback, observed 2026-08-05T16:50:33.751264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:11.610564Z digest=sha256:dc2f7feb0744fac98a810db1730a44ab81b25fd296877e7a1bb212a017749fd3

Observation 09fcefbf-ef21-4539-92a9-6a99b7c8a03a · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 38

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unresolved
raw_fallback, observed 2026-08-05T16:50:33.504753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:11.693967Z digest=sha256:c064f96ba76755981b3dbba92228604792cd2383f2095e5e5c0d2d95df9be2bb

Observation 97c0fbb1-5a70-460b-bdbe-a856169b3f21 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:33.184759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:11.775595Z digest=sha256:14df1fb43c5c5da15b30e6c01135bd46be2d4ac6cb5be218688a688152b0f303

Observation 0e579e81-adec-4375-a1f5-0f3316524390 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:32.904750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:11.874445Z digest=sha256:7711d9d6d2e75889f51f1af1cc8138d29fd7476f296273e0855d3706e1284afc

Observation 69350f34-b83c-43da-b1c4-86c482967b79 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:32.711172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:11.950525Z digest=sha256:028db83674714808f762168f349bc0cdf26409d544ee1c4ad87fa5d702f642de

Observation 8a09c4dc-8a81-489a-9ce4-5aa19568d22a · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:32.534759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:12.054820Z digest=sha256:f1779fbac2da18d41f22ab4e4bff8cf34c1cebe1f8eaf737c90300fc5bf7fbcd

Observation 9b2cfa6c-cf2d-4608-ae68-3c2d2a84a474 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:32.315936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:12.152344Z digest=sha256:ef1229485983f4c76338ffbdd7be9381b600c2b9a8e34c6cdb7e727ee51aa891

Observation 8a1d0fad-9a13-4e62-b505-130bb8bba837 · outbound

This paper cites Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, Demis Hassabis, Claudia Clopath, Dharshan Kumaran, and Raia Hadsell.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, Demis Hassabis, Claudia Clopath, Dharshan Kumaran, and Raia Hadsell

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:50:32.054755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:12.242313Z digest=sha256:c50e39ce54630d57829ab657bbc7ad1e07c58089b0646e30208c469669b08f15

Observation 5a72c830-f24e-4fde-a7c8-98baa22917fe · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 45

Resolution
verified exact
doi, observed 2026-08-05T16:50:19.190599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:12.370126Z digest=sha256:b08a592b32e30067060385a0d00b5ecab1c15b73627792ba3147903e0b68fc3e

Observation 0930fbb6-a9ab-4aff-8a17-ef5230f5fa63 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:12.435582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:12.435582Z digest=sha256:8bd68c435c8f858f36583667d7cec0428051038dae7c5f53fb41ca4a8203e7bb

Observation 5aa37ce5-06c0-439e-ae88-8e6e80b56d81 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:31.734760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:12.534854Z digest=sha256:94a82d2d50429c13a70406baf0d3572027fbc1ce6bf91e093f977a63492f7f86

Observation fda55e15-c431-4509-aa29-41987d7b1986 · outbound

This paper cites ALBERT: A Lite BERT for Self-supervised Learning of Language Representations.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:12.635325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:12.635325Z digest=sha256:e3b857ccc67d6c690aea749705c94e837a28ecf91d11298c78ba4eef751940be

Observation e5a7f8fb-5a61-4e3d-9750-408c398cdae6 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:31.439626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:12.725490Z digest=sha256:83a2e350763a3ae48865fb14b4c01a52b4f356518752d87c14d7611386cdb475

Observation 53adc482-6cfa-4421-ae8b-cbe156c8e142 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:31.144748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:12.891584Z digest=sha256:69c2e77d9c0ee02a23c8988c8d7107ab9b9373edf60fe738dbcf2fd53aa74fa5

Observation 3970fdff-e559-4e41-beb7-6c2ab14963a5 · outbound

This paper cites RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:13.044848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:13.044848Z digest=sha256:5d0822e2e03a0349ff0f3e4f5d4880622c8f57ba971bfc320a92e22982fa2531

Observation cc742372-0a15-4e11-9a18-7c814edcb116 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:30.884756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:13.146777Z digest=sha256:14974b0411bdc6f06a0e88b340312deacb451a3ad6c23ce583d807b5b8f8a24a

Observation ccdb0cb4-ca03-4094-813e-6bc237183841 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:30.753405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:13.294760Z digest=sha256:691351663f30d43db6cc29fd676089eff710ab00637b3f3f2f2ff3ac6d240010

Observation ccf19d48-5e4b-40b7-8b8f-bb98f314c5f9 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:30.460656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:13.427109Z digest=sha256:525ac3bb99894336256a5612287c5e423edb255b59c6699201b36134688cfe99

Observation 6fd3d451-364c-4593-b1a6-b97a27b279ae · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:30.160839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:13.665248Z digest=sha256:3d7aa71ea1254267ecf9913699c9113a3aeafbc7c1cbca2eac3977703c3bfcd7

Observation 76ae01a8-9216-472f-9630-a141f1dce18e · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:29.875146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:13.854762Z digest=sha256:19f5577e41d5dc2ae4584b804ec42dc8376000590211ef157e95a990a71215ca

Observation d4bae748-d2a0-4663-a67b-edc00818d5ea · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 57

Resolution
malformed identifier
no resolver link, observed 2026-08-05T16:50:14.024747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:14.024747Z digest=sha256:1552b89d18099882bcbdfc0f6a3849db519e73cd689044f19ce4693904360ef3

Observation 3ffc8717-a83d-4045-8ec8-f3f7805bf430 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:14.124751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:14.124751Z digest=sha256:a24ee408a29f9b83feaaf03851fbe0c9665fc350f0cfe843f9b3705293e966b2

Observation ec5b5918-3c96-479c-a0b9-1f6d6aba2288 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:14.300469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:14.300469Z digest=sha256:3044ad0828bb634bdc716278286207e1f8de0274b5bf5d257b5279016961327c

Observation 9f2a0b52-e7d2-4a91-b316-60456d92329f · outbound

This paper cites Improve Mathematical Reasoning in Language Models by Automated Process Supervision.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Improve Mathematical Reasoning in Language Models by Automated Process Supervision

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:14.478411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:14.478411Z digest=sha256:70a684b3df26432f4ae8362c160a508321e809024668dca34c3d00bef07cb8a9

Observation 8be5f965-2cd5-40b4-9d7a-a2b0cdabcbd0 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:29.621767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:14.624748Z digest=sha256:d1a7ee1a0b6f6a24a341850cfd033e8bf85d6c1970de847b02758295a1dfe03a

Observation e6c8abb7-7a27-4ae5-a525-8badce7b0e05 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:29.394984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:14.724774Z digest=sha256:2ccc0ed93a4c4b423b303e85741c94f3d62a328fbeb2588cac3be993712ca77a

Observation e88ed302-f9a0-483b-8c4e-d8276b937ec2 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:29.089898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:14.834759Z digest=sha256:ae4443569fc694d663571c3ee6877cecd619dd88882426852757423464ff6d24

Observation 848d586d-f604-4bf9-b543-624c77776036 · outbound

This paper cites Ying, Anurag Mukkara, Rangharajan Venkatesan, Brucek Khailany, Stephen W.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Ying, Anurag Mukkara, Rangharajan Venkatesan, Brucek Khailany, Stephen W

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:50:28.929888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:14.988500Z digest=sha256:7e1f9e4894a654f953d64f6c618fc85286e147b7c0786e2360b14e4dc73d8b39

Observation ecd17d5e-7277-441a-8a6c-b0ef389c0b79 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:28.824246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:15.134753Z digest=sha256:0bc475214be4c97e57f210905762ba752e9e858005f5e50d3e3cf0d42e85a4ac

Observation 0f371c5b-636c-48f2-a964-29cdca7f9073 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:15.334751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:15.334751Z digest=sha256:1e45d870db14e604aa329647adfe117c221ce69a0f10e479b208a422ed598c60

Observation e6587bb8-f4af-423a-826d-365af6ec2f49 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:15.455540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:15.455540Z digest=sha256:c1452e499f0dcb8119968f263afd7975bdf36da78ff833269886904fdfa32f19

Observation 36bd32e0-6d33-4142-8383-b1391d10130d · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:28.562174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:15.574238Z digest=sha256:88e9df2fda4c0976d9deee7b4c971cbe7d75b5df6e9cf319bd5f38b991643f00

Observation 1abaa1a0-d38c-4c9d-b921-b51d551996a3 · outbound

This paper cites Abellán, Ajay Joshi, John Kim, and David Kaeli.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Abellán, Ajay Joshi, John Kim, and David Kaeli

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:15.694759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:15.694759Z digest=sha256:85178d27b3e3f4ee259c85d3e4b47f28b3a3661fa7b9326695e52342ced5b60b

Observation ebeff4a2-04ed-4d7f-ab36-c2671a9b76d2 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 70

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T16:50:20.924752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:15.800236Z digest=sha256:52bdfc12b5253babd49e61745b270eb075c0af2c901759e16518a1aa7d3aa036

Observation 53a3be94-d78a-417c-9211-94142f1855f3 · outbound

This paper cites Qwen2 Technical Report.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Qwen2 Technical Report

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:15.944658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:15.944658Z digest=sha256:ad8f4198cc18849b1beca4cb526643af38ff37b159a3f158c5e97aa2ce231f15

Observation 17af15f0-07d4-4219-a180-a59b9a536817 · outbound

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

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:16.097987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:16.097987Z digest=sha256:9c740e314f3e3715e453176a2def391f66588c8e0bfddc20d62151ac363c70a1

Observation 87d4b607-04ae-4673-92ea-92447b67c1d1 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:28.209141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:16.231139Z digest=sha256:f29caca696130ad6ab5cfc681618167655c1e7e78d06f3de25c4ecfc95fa4262

Observation 903cbd8e-dd97-4212-a7a1-276856e20c7a · outbound

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

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:16.308928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:16.308928Z digest=sha256:6ee5f34434f0f6877dba3294be8160bf94e5829ffd2a385f0f98d3037322a4b4

Observation 208beafe-9eac-44e7-aa40-9004a8c26bc0 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:27.982608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:16.440595Z digest=sha256:5ab538e8b9fc63fcf422647dfc09e7b559457c0d67b9da9fd7e78f8c83b6c679

Observation bed127e4-cdfb-4638-84a5-08676db45567 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:16.534892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:16.534892Z digest=sha256:ff412ad2ade0bc23789dc089be27fe6b6cad40efd5c2f7d156dbd877dd524084

Observation 119425ed-fb27-4fc5-b64b-155d8a61d5c6 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:27.755066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation fab89e44-c20d-46f6-83b0-dad609484f7c · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:27.454748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation ad6d29ea-52d4-42e0-85c0-28cce4e42899 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:27.184121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:16.915036Z digest=sha256:f592b9c518c9342461ffb1f4a2568fb1235e79dce42921f90cb12d916da6647a

Observation 86618ef8-6d7f-4829-9b00-cde185fc8d19 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:26.973096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:17.055208Z digest=sha256:e46f5b76fa78c7791d07edbd8c7be69e6dd3c5dcfd38052b2cd549ecf8590888

Observation a5ff0306-fb0c-4198-b5f6-b04cb884ff0a · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:26.639195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 5c266d78-9e02-489d-8131-f1fd344207c9 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:26.334784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation e64d0148-fcc7-40f9-810f-b44b014403a0 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:17.334749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:17.334749Z digest=sha256:592d164b428270036be3c5f4416a50ff105b5c6dccf8f967dcabf4b9672d8638

Observation 59290e10-1fde-4d05-ad83-6c726715df65 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:17.416411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:17.416411Z digest=sha256:607fe669c416065e8d26ae3de616f0284443b87c108b933a630027b14f9aa2cf

Observation cc4ec1a7-5a9f-4ea1-97a1-80335be66af6 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:26.134748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:17.582788Z digest=sha256:e867a50ee86bf8fe1351d14af0643e8963dcff89b4f011082462757e305c4e00

Observation 3ec7aa10-73e8-4bc1-9141-8f5c4d6b9345 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:25.963568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:17.674754Z digest=sha256:919d0f23ca0bd5a782e007f4bbadfa641fb704087c4ef5566bc62b6d7e7c66af

Observation d10d5424-4170-41c9-81fb-a04102dddfe4 · outbound

This paper cites Multi-Scale Context Aggregation by Dilated Convolutions.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Multi-Scale Context Aggregation by Dilated Convolutions

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:17.939323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:17.939323Z digest=sha256:c775361b2fababa93374b401728797376006a0bf92c228a70a01fa18d41248b8

Observation 57a3064d-61c0-47cd-8004-dfa45e6e9d83 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:25.294767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:18.066503Z digest=sha256:b2a0e7706ea1fb20e5c291f5f6044dda9e5e6505a79f968b39330abb2569d1f7

Observation 9be9419d-d9f1-4b7b-b764-83fd3ed573b4 · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:24.934754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:18.189060Z digest=sha256:585dd9265896cd346bc47b78d01c60f10a6583392a203b6c2607bb3042a3648b

Observation 9127b825-9bab-4365-b486-a96ef247c0dd · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 90

Resolution
metadata mismatch
raw_fallback, observed 2026-08-05T16:50:19.844753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:18.324299Z digest=sha256:f525f3d13965da43c5e78839041876efd5567ba97adac81787d278dcfde4b5d9

Observation 15672939-4957-4a13-a444-301388340030 · outbound

This paper cites Gonzalez, and Ion Stoica.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Gonzalez, and Ion Stoica

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:50:24.584757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:18.468540Z digest=sha256:da4ea057ae79083077bbbe193e8d754bec143b748f378b1abc8e7ced3ac24f70

Observation 2cfebdee-fa34-41a3-8709-71a9e5e63261 · outbound

This paper cites Gonzalez, Ion Stoica, and Ameer Haj Ali.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Gonzalez, Ion Stoica, and Ameer Haj Ali

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:50:24.304759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:18.592576Z digest=sha256:2de31375ec61a3755c225eadd21cea2d4cab0a201d4fb4cacfa8b75339f59c1c

Observation a0c835ad-996b-4f40-a9f7-946af15a148a · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:24.046910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:18.705579Z digest=sha256:a6d6028e62f9f0752a34e1c95c7f89c7ace564c2754b9a7ada87274223b5ab49

Observation 2b56f93e-2102-4ef4-bf52-1167c4c2478d · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:23.504933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:18.834755Z digest=sha256:18d80974795cc6921ff6fdcb2b475a95cab6f8ef959d949ed0aca3fcfb08cc9d

Observation b921c789-227d-49b9-8d09-c4848002c82f · outbound

This paper cites an unresolved cited work.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow Unresolved cited work

Reference 95

Resolution
unresolved
raw_fallback, observed 2026-08-05T16:50:23.150802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:18.944756Z digest=sha256:38cf56d5aff125d668e90b56f43309d4083dda30d2bc2c372a671a4a4c0620aa

Observation 835f0190-2c1e-458e-ac64-ed4e74622830 · outbound

This paper cites In Proceedings of the Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow In Proceedings of the Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T16:50:25.634752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T16:50:17.805434Z digest=sha256:976bcbbcbbfd0a59e1f71dc79553bb6fb624fc5cc8eb75a2c8d77ae742ad2abf

Observation 7b02222a-1196-4d46-b70f-280117d9aee1 · outbound

This paper cites DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation.

LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-05T16:50:11.134897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T16:50:11.134897Z digest=sha256:e6350b78a91e7d822de2aad687d76836f594d26923c2ecff1627f015bdd17403

Pith citing papers

No inbound Pith citation observations are available.