Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling | Paper Citation Record

Observation 4e8903ef-eb28-41d4-bc3e-71df649eb7f5 · outbound

This paper cites Qwen3-VL Technical Report.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Qwen3-VL Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:09.383967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d21cb1fe-ad7e-4581-93bf-2de097e3d106 · outbound

This paper cites Qwen2.5-VL Technical Report.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Qwen2.5-VL Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:09.417050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fecd00a-e8a7-4586-b9e5-0f5704b8ae31 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:09.464108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1886247-c3a4-43a2-965c-11bef970d34e · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:09.509150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 589e6d1b-8235-41d4-b6ab-a1277e759864 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:09.564897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cec83a6-d395-44b5-aac0-33e8eb6fdfaf · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:09.604425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6700e0c5-6b02-48a2-bb03-8c1f7f00e265 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:09.651641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c129fa55-5ca2-4c43-b425-2a544dff426e · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:09.700279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 419cdd71-d560-402c-9e5b-d1c5711f585d · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:09.752611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13967960-3b27-43ec-8b8b-531bb82f8a77 · outbound

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

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:09.830509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f66f6c25-598d-4669-9a48-fb3632490ef4 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:09.887724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a1d7ea0-1160-4f86-84dc-0172ba0ff5dd · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:09.928279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31158895-90b3-4241-b14a-538b7161c7b2 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:09.935848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 132b9d96-7390-4b33-b21c-2c181d7a3a14 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:10.011306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ed06ff2-348a-4a5d-9210-08a621dd4a1f · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:10.121580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0165a5ae-4aed-4a34-8ac9-61dda27acc0f · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:10.284418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfa021ac-afd2-4b6e-9e12-217229f933d1 · outbound

This paper cites GPT-4o System Card.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling GPT-4o System Card

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:10.355332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c70f4aa-92f8-4409-a689-b5f0a509602b · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:10.443448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1762017-aa08-4595-bbbd-c6b8abb23dcd · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:10.508102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81a40a17-c03c-4bde-929b-f76b28e3f6c8 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:10.571217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba0be042-7d29-443f-8fa8-3c7c71751ba1 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:10.683154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a3f287a-840c-48aa-bea1-328e7eabefdc · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:10.776668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8731090a-1bfa-4d96-a786-b4ca77b5f9ae · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:10.852875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 253dd40f-72b7-4756-9f75-c3d14692fa29 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:10.903370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd07aef2-d99a-4303-9289-998fa50a9046 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:11.002210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9acbf1f0-ee31-49eb-bcff-02db20848099 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:11.210288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72d46e0f-fa2e-40fe-98b4-2d8108b3f54b · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:11.301102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 295e9b70-be5d-4fb5-a2a8-8b1379e4388a · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:11.383766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 527fd531-b520-4b51-929b-6a1d046efe24 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:11.470550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b468bd19-0497-478b-b9b5-d855e5bb7ef0 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:11.569170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb3afecb-3489-433f-aba0-65b44df54130 · outbound

This paper cites GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:11.639572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6832d1af-d8b6-4774-a745-cf21da923acc · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:11.689530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b985c09-09ef-48d3-b39f-880f8b86efa9 · outbound

This paper cites Lobell, and Stefano Ermon.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Lobell, and Stefano Ermon

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:11.758254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8cb3e39-eaa5-434c-a8be-64e352b940ca · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:11.824134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4bdd0a4-1ed5-45b0-a7ff-82d159abb99e · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:11.897799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26e8d6f4-e970-4959-8bc9-c6553852fa55 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:12.027281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0510d13-1080-44e1-92f3-9ba9f3add0f9 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:12.090006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5e6995e-94cc-4413-b25f-73d0871cb0ba · outbound

This paper cites UrbanFusion: Stochastic Multimodal Fusion for Contrastive Learning of Robust Spatial Representations.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling UrbanFusion: Stochastic Multimodal Fusion for Contrastive Learning of Robust Spatial Representations

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:11.970813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b1937cb-42fb-49d0-8953-818b81c4ae29 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:12.227281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04c0b73e-a232-4880-a122-4ab4def4ae6c · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:12.294588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e15bc7e3-8a93-41dd-bd18-048df27af785 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:12.153196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c67b4783-3928-42e5-b9b7-c6b381c2de6b · outbound

This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Multi-Agent Collaboration Mechanisms: A Survey of LLMs

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:12.422974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7134b441-d5cd-46b5-a96a-4d4694c3052d · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:12.482050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 114344fb-ae8f-4250-ae4b-cc062d2fc6e9 · outbound

This paper cites Kimi-VL Technical Report.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Kimi-VL Technical Report

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:12.365405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6906d7ca-39fb-4629-ab80-a332966b9fe9 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:12.693043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6128cdab-0c62-441b-a763-2517e962cc0a · outbound

This paper cites ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:12.766464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03faeb96-fd8a-41e3-b087-580a55a65dc6 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:12.549407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe2948f0-35a7-4919-88f7-65d2dcd85615 · outbound

This paper cites arXiv preprint arXiv:2511.15705(2025).

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling arXiv preprint arXiv:2511.15705(2025)

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:12.619931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c4255ec-0501-4139-aafc-206dddde56c7 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:13.165365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 025b0896-9eb4-4a12-abf8-602a5589cb84 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:13.298917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1590ca4-38ff-4de9-9468-7f55ae4c94d0 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:12.894116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a926ca8d-4acc-413a-b32e-d8a306a34396 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:13.032791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8f40c00-f036-418b-9e76-676eb9ee5efb · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:13.770614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91c63190-120b-4451-8bba-127b236d01c0 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:13.979188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfad6d32-b0cd-4ef0-8c71-4594ed08df85 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:13.437538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd9fcdb5-fa62-46f5-b1f1-4a5af3f0e87b · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 56

Resolution: verified exact; doi, observed 2026-08-02T04:58:32.946961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 97a12c62-138a-42ed-94b6-890808680d65 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:14.343243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f4d7752-946b-4ba0-8da5-529ca54f24ce · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:14.477190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac28d4f5-fac1-44ee-887f-b466e24e46be · outbound

This paper cites The Landscape of Agentic Reinforcement Learning for LLMs: A Survey.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:14.134572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e5566e7-ab23-4013-be6f-43bd308974fe · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:14.275230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3451a95b-8d4c-40f6-93eb-09b9595c7c70 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:15.024887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9a34b34-24e7-4f0c-8325-4d677616ec35 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:15.236067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e41c8a3c-75ce-453c-93c5-cf1dee37a2b1 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:14.576203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a90b2085-8c8e-4314-ad83-8e4e350e3452 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:14.694563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 084a5129-9c56-4c98-a0dc-f17f64397743 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:15.882148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90980470-6cb6-42c4-b1cc-39cd6f1ec049 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:16.002736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cebf17a-8207-4291-8c3a-63cf2883eb85 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:16.122752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61687228-7ee6-41bd-845e-0b84b4191cbc · outbound

This paper cites InJoint European Conference on Machine Learning and Knowledge Discovery in Databases.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling InJoint European Conference on Machine Learning and Knowledge Discovery in Databases

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:15.350376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bae6ce38-c418-4b06-9c88-b3099faf9bca · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:15.493839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02169dca-c3d2-4305-b6ed-bdb0097702bb · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:15.641788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c0ea899-d062-4b18-8333-d1f6ae2612da · outbound

This paper cites InProceedings of the 32nd ACM International Conference on Multimedia.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling InProceedings of the 32nd ACM International Conference on Multimedia

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:15.760624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77d51588-f19e-46b6-84cd-e8dc613d3d00 · outbound

This paper cites high-intensity industrial zone.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling high-intensity industrial zone

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:16.272441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04985fa7-35c8-4e13-a1d2-b571aca1af1b · outbound

This paper cites InProceedings of the AAAI Conference on Artificial Intelligence, Vol.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling InProceedings of the AAAI Conference on Artificial Intelligence, Vol

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:11.118563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b426dc82-0baa-48d7-9974-c676451c812d · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:14.843664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c190c913-c65c-4a93-8b47-00e936e45a95 · outbound

This paper cites an unresolved cited work.

Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling Unresolved cited work

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T04:54:10.204258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers