Paper Citation Record · LEDGER

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning

As of 15 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2607.18536.

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

pith.paper-citation-record.v1
2607.18536 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T15:13:03.615480Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

50 of 50 outbound references displayed

verified exact0
verified fuzzy0
unresolved50
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3ac44591-dee2-432c-b2df-c92a371b0c74 · outbound

This paper cites Fixed-outline floorplanning: Enabling hierarchical design.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Fixed-outline floorplanning: Enabling hierarchical design

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:57.395807Z

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Observation 9078fc0c-5cf7-47b1-9e93-bbf226247e01 · outbound

This paper cites ‘Go with the winners’ algorithms.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning ‘Go with the winners’ algorithms

Reference 2

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Observation 8d5be764-57ae-4607-8990-ae6bc071dc19 · outbound

This paper cites AutoDMP: Automated DREAMPlace-based macro placement.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning AutoDMP: Automated DREAMPlace-based macro placement

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:57.742931Z

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Observation 1d4aba2c-60b6-48a6-907a-f2aea8ebd2d3 · outbound

This paper cites A Highly Configurable Hardware/Software Stack for DNN Inference Acceleration.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning A Highly Configurable Hardware/Software Stack for DNN Inference Acceleration

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:57.916578Z

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Observation 257fb26e-f55e-4195-8194-f83dfbc945e4 · outbound

This paper cites B*-trees: A new representation for non-slicing floorplans.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning B*-trees: A new representation for non-slicing floorplans

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:58.050670Z

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Observation 5d8ff9b0-92f2-4f8a-97c9-48d2f3018e12 · outbound

This paper cites A new multilevel framework for large- scale interconnect-driven floorplanning.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning A new multilevel framework for large- scale interconnect-driven floorplanning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:58.185766Z

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Observation 034025ae-ba0e-4ccd-a972-44fb4e5a72ad · outbound

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

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Routability-driven blockage-aware macro placement

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:58.254497Z

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Observation b8905dc2-976e-4f2e-9f9e-fe1a90489b0a · outbound

This paper cites RePlAce: Advancing solution quality and routability validation in global placement.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning RePlAce: Advancing solution quality and routability validation in global placement

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:58.305288Z

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Observation cfdcacf8-9778-473d-a4d7-911dcaf3b375 · outbound

This paper cites As- sessment of reinforcement learning for macro placement.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning As- sessment of reinforcement learning for macro placement

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:58.371022Z

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Observation c984235c-b5e0-4830-9454-bd4f48fe0253 · outbound

This paper cites An updated assessment of reinforcement learning for macro placement.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning An updated assessment of reinforcement learning for macro placement

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:58.470520Z

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Observation da35c71e-643b-4758-bb9e-0f9740982106 · outbound

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

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Circular- contour-based obstacle-aware macro placement

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:58.549762Z

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Observation 86212c4d-aca4-4d13-9ae9-b8380b061145 · outbound

This paper cites Hierarchical global floorplacement using simulated annealing and network flow area migration.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Hierarchical global floorplacement using simulated annealing and network flow area migration

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:58.614015Z

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Observation 32829894-74e6-4710-9728-35d2e215bb7c · outbound

This paper cites Design-hierarchy aware mixed-size placement for routability optimization.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Design-hierarchy aware mixed-size placement for routability optimization

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:58.671780Z

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Observation e36d7544-0c5d-4dcc-b11c-0f2b8e5f4052 · outbound

This paper cites Fast floorplanning by lookahead enabled recursive bipartitioning.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Fast floorplanning by lookahead enabled recursive bipartitioning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:58.738215Z

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Observation 56242aa6-2b0f-4298-a43a-be08f8a9f40b · outbound

This paper cites Profile-guided microarchitectural floorplanning for deep submicron processor design.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Profile-guided microarchitectural floorplanning for deep submicron processor design

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:58.786131Z

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Observation a126e966-290b-416a-9993-e3b7323c159a · outbound

This paper cites VeriGOOD-ML: An open-source flow for automated ML hardware synthesis.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning VeriGOOD-ML: An open-source flow for automated ML hardware synthesis

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:58.832209Z

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Observation 4e9df595-4aef-4a07-9d45-82cee457e285 · outbound

This paper cites Automated QoR improve- ment in OpenROAD with coding agents.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Automated QoR improve- ment in OpenROAD with coding agents

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:58.960048Z

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Observation bf37ccff-6d47-4241-bf26-2005871d9712 · outbound

This paper cites A GA with heuristic-based decoder for IC floorplanning.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning A GA with heuristic-based decoder for IC floorplanning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:59.083347Z

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Observation fd9c0bf4-d784-47ed-87f5-c8aa0c1531fd · outbound

This paper cites Learn to floorplan through acquisition of effective local search heuristics.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Learn to floorplan through acquisition of effective local search heuristics

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:59.211614Z

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Observation ffe540d6-a84c-4dd2-80e9-6634487e2868 · outbound

This paper cites NTUplace4h: A novel routability-driven placement algorithm for hierarchical mixed-size circuit designs.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning NTUplace4h: A novel routability-driven placement algorithm for hierarchical mixed-size circuit designs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:59.354318Z

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Observation 0dd2c7a2-50b7-425f-a1ac-a8ba76f73d0f · outbound

This paper cites Fast multilevel floorplanning for large scale modules.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Fast multilevel floorplanning for large scale modules

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:59.527629Z

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Observation b28fda2e-abb0-423a-8813-f5e69e2c2af5 · outbound

This paper cites RTL-MP: Toward practical, human-quality chip planning and macro placement.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning RTL-MP: Toward practical, human-quality chip planning and macro placement

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:59.695397Z

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Observation 0cb4f9c1-1805-419e-9a96-98abd1f00bc6 · outbound

This paper cites Hier-RTLMP: A hierar- chical automatic macro placer for large-scale complex IP blocks.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Hier-RTLMP: A hierar- chical automatic macro placer for large-scale complex IP blocks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T15:12:59.932416Z

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Observation 0a3edde1-7c17-43ac-9761-887de4e94452 · outbound

This paper cites MAPLE: Multilevel adaptive placement for mixed-size designs.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning MAPLE: Multilevel adaptive placement for mixed-size designs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:00.119026Z

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Observation 6fb2de8c-dceb-4896-a98d-cca4e2b5adc3 · outbound

This paper cites Bus-aware microarchitectural floorplanning.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Bus-aware microarchitectural floorplanning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:00.204567Z

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Observation 75a4eebc-1308-4619-8224-bab38cba9ec3 · outbound

This paper cites Optimization by simulated annealing.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Optimization by simulated annealing

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:00.319688Z

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Observation d119f17b-44c0-4f08-8c74-b0cd86b02e13 · outbound

This paper cites Regularity-aware routability-driven macro placement methodology for mixed-size circuits with obstacles.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Regularity-aware routability-driven macro placement methodology for mixed-size circuits with obstacles

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:00.477196Z

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Observation 05625bfe-dbe3-4bf0-9c0a-29ed6ce48d76 · outbound

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

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Dataflow- aware macro placement based on simulated evolution algorithm for mixed-size designs

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:00.592361Z

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Observation 9f92f19b-76f7-4af0-932f-661de9657346 · outbound

This paper cites ePlace-MS: Electrostatics-based placement for mixed-size circuits.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning ePlace-MS: Electrostatics-based placement for mixed-size circuits

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:00.748382Z

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Observation e9e0b55d-c877-4b58-a68e-320f2906f51e · outbound

This paper cites Chip Placement with Deep Reinforcement Learning.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Chip Placement with Deep Reinforcement Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:00.857655Z

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Observation ae72e4f9-10c5-4b2d-a8a7-f8d06271303d · outbound

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

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning A graph placement methodology for fast chip design

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:00.951025Z

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Observation 2eb8a033-c3ce-4767-95e1-d1dcc7ede53f · outbound

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

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning VLSI module placement based on rectangle-packing by the sequence-pair

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:01.042221Z

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Observation 182bcc60-9553-4eff-8587-81fd9ea9bebf · outbound

This paper cites Microarchitecture-aware floorplanning using a statistical design of experiments approach.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Microarchitecture-aware floorplanning using a statistical design of experiments approach

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:01.202618Z

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Observation dc3ead44-d77e-4ecf-9114-97be31234322 · outbound

This paper cites DeFer: Deferred decision making enabled fixed- outline floorplanner.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning DeFer: Deferred decision making enabled fixed- outline floorplanner

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:01.326006Z

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Observation 24e00b22-a439-4baf-a714-31cff84e76bb · outbound

This paper cites An effective floorplan-guided placement algorithm for large-scale mixed-size design.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning An effective floorplan-guided placement algorithm for large-scale mixed-size design

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:01.419517Z

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Observation cbe2e45e-6b6b-4b9e-8811-2dfa2e9d817c · outbound

This paper cites A novel damped-wave framework for macro placement.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning A novel damped-wave framework for macro placement

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:01.591706Z

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Observation b453e823-35d9-4085-bc38-c69922c78be9 · outbound

This paper cites ChipNeMo: Domain-Adapted LLMs for Chip Design.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning ChipNeMo: Domain-Adapted LLMs for Chip Design

Reference 37

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Observation 43728d34-e272-4af9-b34c-1f0c981f55be · outbound

This paper cites ChatEDA: A large language model powered autonomous agent for EDA.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning ChatEDA: A large language model powered autonomous agent for EDA

Reference 38

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Observation ad6a94ce-6839-45c2-96af-622894d4710c · outbound

This paper cites VeriGen: A large language model for Verilog code generation.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning VeriGen: A large language model for Verilog code generation

Reference 39

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Observation 6f152f0c-ba5d-41d8-bafd-c3122d28d3d4 · outbound

This paper cites RTL-aware dataflow-driven macro placement.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning RTL-aware dataflow-driven macro placement

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:02.203808Z

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Observation b234b9c5-37b3-4b35-8bb0-eba52ee287f1 · outbound

This paper cites See it to Place it: Evolving Macro Placements with Vision-Language Models.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning See it to Place it: Evolving Macro Placements with Vision-Language Models

Reference 41

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Observation e4708024-1618-4ee9-8f5b-cdd7bdcba581 · outbound

This paper cites Accessed: March 11, 2026.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Accessed: March 11, 2026

Reference 42

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Observation 4df624a9-1883-48fb-b584-968cd3f42527 · outbound

This paper cites Accessed: March 11, 2026.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Accessed: March 11, 2026

Reference 43

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Observation 96e7e010-50c6-491c-bf75-9321a3d17f6c · outbound

This paper cites Accessed: March 11, 2026.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Accessed: March 11, 2026

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:02.750517Z

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Observation ef8e5617-5bf2-4add-8ca1-c490269cc5b5 · outbound

This paper cites Accessed: March 11, 2026.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Accessed: March 11, 2026

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:02.905617Z

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Observation 33b430c1-c40c-4ce3-af04-791b5c5163ab · outbound

This paper cites https://cadence.com.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning https://cadence.com

Reference 46

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Observation 988f9aad-73ac-4657-b78d-c12a33e18b62 · outbound

This paper cites Accessed: March 11, 2026.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Accessed: March 11, 2026

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T15:13:03.208951Z

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Observation 18f70322-0cd7-4a24-b5b0-c82a07afb942 · outbound

This paper cites Accessed: March 11, 2026.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Accessed: March 11, 2026

Reference 48

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Observation 2acfab38-9c68-406c-9cd5-64ed021faa39 · outbound

This paper cites Accessed: March 11, 2026.

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning Accessed: March 11, 2026

Reference 49

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Observation e8e547f3-cbf6-496f-b815-4c2385cecd88 · outbound

This paper cites [Online].

MAGE: Human-Like Macro Placement via Agentic Multimodal Reasoning [Online]

Reference 50

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Pith citing papers

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