Paper Citation Record · LEDGER

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness

As of 14 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2505.16445.

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

pith.paper-citation-record.v1
2505.16445 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:06:31.572581Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

41 of 41 outbound references displayed

verified exact4
verified fuzzy36
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a7c1ab10-d81a-4963-bc55-50e08739acd9 · outbound

This paper cites A graph placement methodology for fast chip design,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness A graph placement methodology for fast chip design,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:31.401952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e987796b-700c-4415-9bff-3ac75005b655 · outbound

This paper cites Floorplanning with graph attention,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Floorplanning with graph attention,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.280029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1aa299c5-2b8d-4156-88df-a380ef2b8c58 · outbound

This paper cites Autodmp: Automated dreamplace-based macro placement,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Autodmp: Automated dreamplace-based macro placement,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.265872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4c2c7daf-9b8a-4cc6-add6-b2307ee7766d · outbound

This paper cites Assess- ment of reinforcement learning for macro placement,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Assess- ment of reinforcement learning for macro placement,

Reference 4

Resolution: verified exact; raw_fallback, observed 2026-08-07T15:06:31.766753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9000bfa2-f13d-480f-b135-00d0704a4136 · outbound

This paper cites Data path placement with regularity,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Data path placement with regularity,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.252467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1eb37f88-a124-4ee7-a243-4ed8a5778dd5 · outbound

This paper cites RTL-Aware Dataflow-Driven Macro Placement,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness RTL-Aware Dataflow-Driven Macro Placement,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.239406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 940e532c-5be9-4ab6-983e-beed3f8e0ef3 · outbound

This paper cites Dataflow- aware macro placement based on simulated evolution algorithm for mixed-size designs,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Dataflow- aware macro placement based on simulated evolution algorithm for mixed-size designs,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.225648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b71c60dd-c9fa-4338-a609-d400a295b13b · outbound

This paper cites Rtl-mp: toward practical, human-quality chip planning and macro placement,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Rtl-mp: toward practical, human-quality chip planning and macro placement,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.212255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 551b10b9-4ef3-4bd9-b4d1-9126a169509c · outbound

This paper cites Multilevel dataflow-driven macro placement guided by rtl struc- ture and analytical methods,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Multilevel dataflow-driven macro placement guided by rtl struc- ture and analytical methods,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.197767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b301a005-e1aa-430a-bde8-29c5d0e5cb98 · outbound

This paper cites Hier-rtlmp: A hierarchical automatic macro placer for large-scale complex ip blocks,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Hier-rtlmp: A hierarchical automatic macro placer for large-scale complex ip blocks,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.183116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a2c071e9-a877-4999-a2e9-e74bf2f60ced · outbound

This paper cites Standard cells do matter: Uncovering hidden connections for high-quality macro placement,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Standard cells do matter: Uncovering hidden connections for high-quality macro placement,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.168984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ee10f170-691d-441d-85ba-0688a727a80f · outbound

This paper cites On Joint Learning for Solving Placement and Routing in Chip Design.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness On Joint Learning for Solving Placement and Routing in Chip Design

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:06:31.670210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4ac56d44-b833-46a1-9ecb-c45e6f0c3415 · outbound

This paper cites Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Placement in Integrated Circuits using Cyclic Reinforcement Learning and Simulated Annealing

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:06:31.648958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation af7b8c0f-843a-44a2-845b-0761e7f9393c · outbound

This paper cites DREAMPlace: Deep Learning Toolkit-Enabled GPU Acceleration for Modern VLSI Placement,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness DREAMPlace: Deep Learning Toolkit-Enabled GPU Acceleration for Modern VLSI Placement,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.155622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 743364da-e7ff-4559-bd8f-11a89621cfab · outbound

This paper cites Bayesian Optimization for Macro Placement.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Bayesian Optimization for Macro Placement

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:06:31.627024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 594fdc27-1ac3-4dd9-9bb6-ebb61ce63d42 · outbound

This paper cites PADE: A high-performance placer with automatic datapath extraction and evaluation through high dimen- sional data learning,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness PADE: A high-performance placer with automatic datapath extraction and evaluation through high dimen- sional data learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.141201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4a0e41a1-5e84-4097-b358-00a5fee5aa32 · outbound

This paper cites Evaluation of routability- driven macro placement with machine-learning technique,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Evaluation of routability- driven macro placement with machine-learning technique,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.126837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 65d17507-d427-4364-974c-773a3a3697e9 · outbound

This paper cites Global Placement with Deep Learning-Enabled Explicit Routability Optimization,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Global Placement with Deep Learning-Enabled Explicit Routability Optimization,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.112898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a94b0920-f2a5-4ab0-8d4e-5bf6ce04b7a8 · outbound

This paper cites A semi- persistent clustering technique for vlsi circuit placement,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness A semi- persistent clustering technique for vlsi circuit placement,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.099062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fc967ddf-ddb8-4671-9b19-04667e0326d8 · outbound

This paper cites A new lp based incremental timing driven placement for high performance designs,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness A new lp based incremental timing driven placement for high performance designs,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.084938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6a0c5477-060c-4780-8b74-5fde1b59107a · outbound

This paper cites Mp-trees: A packing-based macro placement algorithm for mixed-size designs,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Mp-trees: A packing-based macro placement algorithm for mixed-size designs,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.069967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dfec54bb-879f-47a8-bd09-36c24dea9024 · outbound

This paper cites eplace: Electrostatics based placement using nesterov’s method,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness eplace: Electrostatics based placement using nesterov’s method,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.055684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 729fbc25-3643-4961-b20c-916e843a7dc4 · outbound

This paper cites RePlAce: Advancing Solution Quality and Routability Validation in Global Placement,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness RePlAce: Advancing Solution Quality and Routability Validation in Global Placement,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.040934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 91699149-b728-4db0-a3eb-a8791df9c88c · outbound

This paper cites Constraint graph-based macro placement for modern mixed-size circuit designs,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Constraint graph-based macro placement for modern mixed-size circuit designs,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.027022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a29005fc-1be9-4ee1-a712-1600d1d5816e · outbound

This paper cites Routability-driven blockage-aware macro placement,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Routability-driven blockage-aware macro placement,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:32.012269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a1642b5d-6bb7-4337-92e1-65bf4d88e038 · outbound

This paper cites Circular- contour-based obstacle-aware macro placement,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Circular- contour-based obstacle-aware macro placement,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.995721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 99c5e71a-ef8c-4f64-89cc-d86e38959c81 · outbound

This paper cites Routability-driven placement for hierarchical mixed-size circuit de- signs,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Routability-driven placement for hierarchical mixed-size circuit de- signs,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.980687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 68f5563a-35e8-4f8b-be26-e6aefc03d818 · outbound

This paper cites Maxplace (aquired by synopsys),.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Maxplace (aquired by synopsys),

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.966699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 026fa139-f077-4692-a3ad-6a68d2ba7cfe · outbound

This paper cites Freeform macro placement technology,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Freeform macro placement technology,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.953309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 12889720-73b0-4be1-a559-feb3b49487d7 · outbound

This paper cites Innovus mixed placer,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Innovus mixed placer,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.939124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 583a0c2d-6cd2-4e35-b861-af5cf2ec8a96 · outbound

This paper cites eplace-ms: Electrostatics-based placement for mixed-size circuits,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness eplace-ms: Electrostatics-based placement for mixed-size circuits,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.925392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e2af4dbb-6684-4498-93c9-bb43a0fd6ea7 · outbound

This paper cites Optimization by simulated annealing,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Optimization by simulated annealing,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.910830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 78696df3-2822-4f0e-ad39-46d18b3982af · outbound

This paper cites Vlsi module placement based on rectangle-packing by the sequence-pair,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Vlsi module placement based on rectangle-packing by the sequence-pair,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.896972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c0ac21e1-dfdb-47e9-b729-d07832e48638 · outbound

This paper cites Incredflip: Incre- mental dataflow-driven macro flipping for efficient macro placement refinement,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Incredflip: Incre- mental dataflow-driven macro flipping for efficient macro placement refinement,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.883324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 173a4000-8efd-4211-b37b-e65e13317ffc · outbound

This paper cites The openroad project: Unleashing hard- ware innovation,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness The openroad project: Unleashing hard- ware innovation,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.868706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3fbe2cac-70af-450a-9d13-823e17e3baf1 · outbound

This paper cites Openroad-flow-script,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Openroad-flow-script,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.854501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3a12be16-2879-4840-9063-7d1b019fd9bf · outbound

This paper cites Yosys open synthesis suite,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Yosys open synthesis suite,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.840144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3cae18e1-ed3e-4466-96ba-eb2cfdc39e96 · outbound

This paper cites Triton macro placer (tmp),.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Triton macro placer (tmp),

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.825052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6bdd6aab-20f6-443e-be80-c86d9bf5779b · outbound

This paper cites Ppa-relevant clustering-driven placement for large-scale vlsi designs,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Ppa-relevant clustering-driven placement for large-scale vlsi designs,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.810841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ffa527d0-d22c-4b35-8627-93a9c1b1558c · outbound

This paper cites Tilos macro placement benchmark,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Tilos macro placement benchmark,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.796385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 49c5b6e5-ae18-4518-a45d-2eaacdaf768c · outbound

This paper cites Nangate 45nm library,.

DAS-MP: Enabling High-Quality Macro Placement with Enhanced Dataflow Awareness Nangate 45nm library,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:31.782291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.