PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms | Paper Citation Record

Observation 7eba4d3b-9c66-4641-be63-86f0ac9b29af · outbound

This paper cites In: Proc.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: Proc

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.772570Z

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 7ac2219e-4ddc-4ba0-99ba-16e1b7338e39 · outbound

This paper cites In: NeurIPS.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: NeurIPS

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.758761Z

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 f52224bc-83ea-41b4-b2ec-9e8080974813 · outbound

This paper cites CityCraft: A Real Crafter for 3D City Generation.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms CityCraft: A Real Crafter for 3D City Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T16:27:23.552465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f2588aa-913c-480f-8c43-c45100073e6f · outbound

This paper cites In: CVPR.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: CVPR

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.743176Z

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 9efef4a6-36cb-4644-8b4b-35f8e7fbb669 · outbound

This paper cites In: NeurIPS.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: NeurIPS

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.727757Z

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 411fc224-442e-4a07-8779-269bb96c2915 · outbound

This paper cites ACM TOG31(6), 135:1–135:11 (2012).

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms ACM TOG31(6), 135:1–135:11 (2012)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.703062Z

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 cb82cfd4-1cc6-43f6-8589-9a14a5704c83 · outbound

This paper cites In: CVPR.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: CVPR

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.691116Z

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 2a66da1b-562c-464d-bfdb-c16b48b1b923 · outbound

This paper cites In: ICML.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: ICML

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.678914Z

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 862f176d-fabb-40e0-83a2-108f9cfa506a · outbound

This paper cites In: Proc.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: Proc

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.667543Z

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 9f71947e-c287-4717-baa4-b7ff2c235ada · outbound

This paper cites In: Proc.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: Proc

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.655283Z

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 a96a7e04-f413-42d8-b4d7-7f6b8d6b44c4 · outbound

This paper cites In: NeurIPS.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: NeurIPS

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.635374Z

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 76c314e2-905c-40b0-9d77-2f68ad914da7 · outbound

This paper cites ACM TOG29(6), 181:1–181:12 (2010).

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms ACM TOG29(6), 181:1–181:12 (2010)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.619662Z

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 1d1e9997-7bd0-46a2-bade-8141e549d30c · outbound

This paper cites ACM TOG30(4), 87 (2011).

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms ACM TOG30(4), 87 (2011)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.605057Z

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 04826c7c-e69b-4414-9bde-15c7c11019a8 · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:24.588716Z

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 bd4a88ce-afb6-4c43-957e-20217396789d · outbound

This paper cites In: CVPR.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: CVPR

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.576291Z

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 d67a9b27-fa79-48f2-982c-158b5cba0c6f · outbound

This paper cites In: CVPR.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: CVPR

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.564558Z

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 3e1b08c5-97e1-4bb3-984a-6afa2fc041ea · outbound

This paper cites In: CVPR.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: CVPR

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.550932Z

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 a087bed4-6330-4159-a788-e1988c33a325 · outbound

This paper cites In: 2025 International Conference on 3D Vision (3DV).

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: 2025 International Conference on 3D Vision (3DV)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.533609Z

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 f8c563e7-8cbd-4c4f-aab3-2b2ffd0ff61f · outbound

This paper cites In: CVPR.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: CVPR

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.517165Z

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 5a735cf6-90f1-49a4-94ca-473f09d6a922 · outbound

This paper cites In: CVPR.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: CVPR

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.502364Z

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 a843d8f9-f657-40a4-aad9-056d8708856d · outbound

This paper cites ACM TOG37(4), 70:1–70:14 (2018).

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms ACM TOG37(4), 70:1–70:14 (2018)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.488791Z

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 9448c23e-1270-4bf9-9661-5a58bf6f9f47 · outbound

This paper cites In: 2021 International Conference on 3D Vision (3DV).

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: 2021 International Conference on 3D Vision (3DV)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.476663Z

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 2ccc8cf0-58a3-4a1e-9fb6-e8300e0194bf · outbound

This paper cites In: CVPR.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms In: CVPR

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.463762Z

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 3014504f-31e2-4128-a913-38d1ceefcb8d · outbound

This paper cites ACM TOG30(4), 86 (2011).

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms ACM TOG30(4), 86 (2011)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.450634Z

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 d5b6f9e8-47bc-44b1-acb2-9d9f0945332a · outbound

This paper cites IEEE TVCG22(2), 1138–1148 (2015).

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms IEEE TVCG22(2), 1138–1148 (2015)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.438845Z

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 96a1470a-5e1e-4b0d-bdad-13df48902525 · outbound

This paper cites Placement Ordering.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Placement Ordering

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.426421Z

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 2158b849-8a77-4b0d-97a1-8a44fdb7a9de · outbound

This paper cites of Walls: {nr_walls} Walls: {walls_dimensions_query} Window(s): {window_information} Door(s): {door_information} ---------------- CURRENT LAYOUT ----------------.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms of Walls: {nr_walls} Walls: {walls_dimensions_query} Window(s): {window_information} Door(s): {door_information} ---------------- CURRENT LAYOUT ----------------

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.411050Z

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 5f4c350b-e6c8-41a2-bcc7-575fb8cd705f · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:24.398862Z

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 4b2db16a-2fee-4ad5-9015-e23b5225656b · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:24.388061Z

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 1a7437fe-1186-4ecc-a834-e44fa9361ddd · outbound

This paper cites Place large elements ,→first then smaller elements.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Place large elements ,→first then smaller elements

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.375710Z

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 27f5f5de-f3e8-4a19-b2db-7b2192c663a8 · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:24.363216Z

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 527aec47-23a1-4f3c-913c-26b6e15fce5f · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:24.352356Z

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 f163fb3d-4210-4d1a-934b-011f42c73bcc · outbound

This paper cites in front.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms in front

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.341014Z

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 8e5e8990-f19e-4721-8368-89b5fd83d005 · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:24.328193Z

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 296c60fb-a92a-4564-b325-d43e799afadc · outbound

This paper cites Only one reference object is allowed per ,→placement.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Only one reference object is allowed per ,→placement

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.316277Z

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 9234df42-d05a-4985-be25-eaa1e754c3b9 · outbound

This paper cites hang" as the position. ,→They CANNOT use other furniture as reference or use.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms hang" as the position. ,→They CANNOT use other furniture as reference or use

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.292146Z

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 8fe51e1b-5bb8-4783-8628-d3cd67d98885 · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:24.279540Z

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 9d20d5af-b1f7-4294-b115-13d4d45397a2 · outbound

This paper cites For each wall-mounted item in the wall-mounted items list, do the following:.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms For each wall-mounted item in the wall-mounted items list, do the following:

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.267850Z

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 8a9dbb9a-ecd7-4d82-980c-5c259a23f6d0 · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:24.254697Z

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 cb7bfce5-7a8d-4188-8975-91af04a81119 · outbound

This paper cites Structured Extraction.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Structured Extraction

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.242711Z

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 912c0850-05be-4fb4-bffb-6f6ded43c74b · outbound

This paper cites element name.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms element name

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.229342Z

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 796f85fe-5d58-4bcc-a9c4-ea92d2408fca · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:24.214216Z

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 4cc728d6-cef1-4816-b370-4d64ebd4d8cf · outbound

This paper cites in front.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms in front

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.195897Z

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 991ffc18-0f64-4034-8b9b-e7ee85d5bf66 · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:24.182122Z

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 afed33cc-3a4a-4ca8-9419-f60e5cd79d2b · outbound

This paper cites PolyLayout 23.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms PolyLayout 23

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.169500Z

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 1df8aaf9-32f3-48fb-94b7-764569a4f693 · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:24.303641Z

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 ac55b5d5-9032-43f3-b3a0-4d6774c8e9d5 · outbound

This paper cites center of red wall.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms center of red wall

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.156902Z

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 bb01573a-67bc-4ea0-bf42-97470c3fd662 · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:24.144431Z

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 93269b23-ca4b-41b8-b284-3cf1e72c43cc · outbound

This paper cites room". # (Removed: The value.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms room". # (Removed: The value

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.132862Z

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 007ec750-a3b7-4770-8fa1-e70278d542ac · outbound

This paper cites center" of that ,→wall. - If a suggestion places an element at the.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms center" of that ,→wall. - If a suggestion places an element at the

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.118426Z

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 d893ed3f-a9c6-450e-a636-ee68cdd6661c · outbound

This paper cites They ,→CANNOT be placed relative to other furniture or bubbles.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms They ,→CANNOT be placed relative to other furniture or bubbles

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.105046Z

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 b228da7c-2207-47e6-828f-72c9b530ddac · outbound

This paper cites - Only one bubble may occupy a specific room corner.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms - Only one bubble may occupy a specific room corner

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.093004Z

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 dfb55fd1-5172-416a-962f-b0750952d021 · outbound

This paper cites Do NOT generate separate ‘<func>‘ calls for individual ,→furniture items contained within a bubble.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Do NOT generate separate ‘<func>‘ calls for individual ,→furniture items contained within a bubble

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.081320Z

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 051ec73c-fd90-4784-b3e8-24e0ec20df90 · outbound

This paper cites hang" as the relative position. - They cannot be placed on the floor, on other furniture, or in a corner. </constraint> <example> <func> place_object(.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms hang" as the relative position. - They cannot be placed on the floor, on other furniture, or in a corner. </constraint> <example> <func> place_object(

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.067839Z

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 fd0ff79d-c0e9-477a-bacf-5b1ff5b7a41c · outbound

This paper cites wall shelf.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms wall shelf

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.055443Z

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 393c4a8c-4053-4778-964d-a12164249a35 · outbound

This paper cites shelf",.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms shelf",

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.037558Z

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 f30e2b5c-0d51-4f02-b296-9334af84d46c · outbound

This paper cites wall-mounted tv.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms wall-mounted tv

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:24.024065Z

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 2487bc03-c287-4bee-82a8-0f764718817c · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:24.012568Z

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 7e0bd6ab-a264-41ea-b5a4-83776cbd2e17 · outbound

This paper cites floor mirror.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms floor mirror

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:23.999258Z

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 d6fe7691-2494-4095-aba9-a01dbd5e3a3a · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:23.987691Z

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 dfa11185-958c-4538-8982-eab1499353fc · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:23.975863Z

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 f947de2b-15b2-41ec-a995-310429166adc · outbound

This paper cites single_furniture_sofa_1.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms single_furniture_sofa_1

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:23.964668Z

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 940367d4-131c-48df-bd3a-aa0ea3b36581 · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:23.953829Z

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 16dea392-efcd-43b3-ac0c-bef5cd4a39df · outbound

This paper cites If the main groups are clean but plain (no highlight), cap it at 3.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms If the main groups are clean but plain (no highlight), cap it at 3

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:23.941939Z

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 8939ca41-8592-481d-8e2a-d8bff5653f3f · outbound

This paper cites an unresolved cited work.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:27:23.928658Z

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 6ea284d0-e168-4d38-8459-4022a613a394 · outbound

This paper cites A bed or sofa placed flush in a corner or against a wall ,→is correct –- sitting at the floor edge is expected, NOT out of room.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms A bed or sofa placed flush in a **corner or against a wall** ,→is correct –- sitting at the floor edge is expected, NOT out of room

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:23.915511Z

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 6f1f46fe-f44d-4730-812a-7e73ca817ec5 · outbound

This paper cites Do NOT penalize surplus/extra items ,→parked against walls or in corners, and remember different pieces of the same type ,→may serve different roles.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Do NOT penalize **surplus/extra items** ,→parked against walls or in corners, and remember different pieces of the same type ,→may serve different roles

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:23.900844Z

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 440ecdde-0e3f-4d24-9862-caa7fb19a23e · outbound

This paper cites Only treat connectivity as a problem (score 2) if furniture genuinely ,→blocks movement across the room.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms Only treat connectivity as a problem (score 2) if furniture genuinely ,→blocks movement across the room

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:23.887491Z

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 82dc5b3e-3b0d-4962-b8b1-702c2cf38339 · outbound

This paper cites reasoning.

PolyLayout: Hierarchical VLM-Guided Layout Generation Beyond Rectangular Rooms reasoning

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T16:27:23.873177Z

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.

Coverage vector

Reference resolution

Outbound references

Pith citing papers