Paper Citation Record · LEDGER

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch

As of 7 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2607.19822.

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

pith.paper-citation-record.v1
2607.19822 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T11:38:07.004394Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

26 of 26 outbound references displayed

verified exact0
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7b923e24-09a8-4c31-8ee8-cfab8a7f5461 · outbound

This paper cites ReAct: Synergizing reasoning and acting in language models,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch ReAct: Synergizing reasoning and acting in language models,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:05.575434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c6ac0a6-7fc4-43e9-9510-6dd12c5fade1 · outbound

This paper cites Toolformer: Language models can teach themselves to use tools,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch Toolformer: Language models can teach themselves to use tools,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:05.653534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39d2951e-3124-4fb1-8221-06e7cdca015d · outbound

This paper cites Reflex- ion: Language agents with verbal reinforcement learning,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch Reflex- ion: Language agents with verbal reinforcement learning,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:05.687495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c763774-6dfe-4fd6-8998-348b62a90620 · outbound

This paper cites AutoGen: Enabling next-gen LLM applications via multi- agent conversations,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch AutoGen: Enabling next-gen LLM applications via multi- agent conversations,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:05.728420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d8e36eb-c4f1-4fed-b91f-d01e14efafe3 · outbound

This paper cites Can LLMs generate novel research ideas? A large-scale human study with 100+ NLP researchers,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch Can LLMs generate novel research ideas? A large-scale human study with 100+ NLP researchers,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:05.791235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2adb1dd8-27d0-4195-9179-3f3b79478da7 · outbound

This paper cites ResearchAgent: Iterative research idea generation over scientific literature with large language models,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch ResearchAgent: Iterative research idea generation over scientific literature with large language models,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:05.856365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7404a0b-2918-4680-9605-20ea1e09b300 · outbound

This paper cites Accelerating scientific discovery with Co-Scientist,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch Accelerating scientific discovery with Co-Scientist,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:05.938687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a82d6dca-633d-4e63-9412-1e8db1b5cc34 · outbound

This paper cites ORLM: A customizable framework in training large models for automated optimization modeling,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch ORLM: A customizable framework in training large models for automated optimization modeling,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:05.997157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97f98989-a178-4833-a8cf-ab6e707067e8 · outbound

This paper cites Au- tonomous LLM-driven research—from data to human-verifiable research papers,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch Au- tonomous LLM-driven research—from data to human-verifiable research papers,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.034842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e71b327-c554-4d16-8b54-73736dfa614c · outbound

This paper cites CycleResearcher: Improving automated research via automated review,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch CycleResearcher: Improving automated research via automated review,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.069515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c0e9340-cb8c-42e7-af95-041f60c0336e · outbound

This paper cites DeepReview: Improving LLM-based paper review with human-like deep thinking process,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch DeepReview: Improving LLM-based paper review with human-like deep thinking process,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.104496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c63e8f5-c84b-42ed-bad6-013307dcf81b · outbound

This paper cites Towards end-to-end automation of AI research,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch Towards end-to-end automation of AI research,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.196405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3c22404-d256-48eb-aeee-692354f8e0f7 · outbound

This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.231713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b441c242-ea8f-4f8d-b080-ea123df6af61 · outbound

This paper cites AI-researcher: Autonomous scientific innovation,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch AI-researcher: Autonomous scientific innovation,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.268788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b01167e-a374-4660-a1f4-4f8787680cca · outbound

This paper cites AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.339995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58782046-be58-42b6-bf1c-7e567987a7df · outbound

This paper cites A multi-agent system for automating scientific discovery,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch A multi-agent system for automating scientific discovery,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.375894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7891ca9-010c-4778-83e0-9a60bc6ecded · outbound

This paper cites An overview of MIMO communications - a key to gigabit wireless,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch An overview of MIMO communications - a key to gigabit wireless,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.406593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1de8657f-e4b9-46c7-8466-fdb6ce416f2d · outbound

This paper cites Intelligent reflecting surface enhanced wireless network via joint active and passive beamforming,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch Intelligent reflecting surface enhanced wireless network via joint active and passive beamforming,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.442270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a92cd33-b4d7-4afb-b2e1-b9f101901118 · outbound

This paper cites Integrated sensing and communications: Toward dual-functional wire- less networks for 6G and beyond,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch Integrated sensing and communications: Toward dual-functional wire- less networks for 6G and beyond,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.501222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b875307-bf3c-42ec-bbd1-cc3d28f517bf · outbound

This paper cites Tse and P.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch Tse and P

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.549212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cf6b262-3c40-4930-9ab7-4868a2c0c8a8 · outbound

This paper cites Goldsmith,Wireless Communications.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch Goldsmith,Wireless Communications

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.603768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8be124f0-a22d-481c-bfde-d89de896ff4a · outbound

This paper cites LLM-empowered resource allocation in wireless communications systems,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch LLM-empowered resource allocation in wireless communications systems,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.679209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80c3a5d9-893d-4770-9b92-849414858a03 · outbound

This paper cites Wirelessagent: Large language model agents for intelligent wireless networks,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch Wirelessagent: Large language model agents for intelligent wireless networks,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.761456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c82fcd59-4bdb-43cd-9928-2d737eb2dbe9 · outbound

This paper cites AgentRAN: An agentic AI architecture for autonomous control of open 6G networks,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch AgentRAN: An agentic AI architecture for autonomous control of open 6G networks,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.838949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a056cda-1c74-48d5-9219-917bcf5fcf8e · outbound

This paper cites Co- mAgent: Multi-LLM based agentic AI empowered intelligent wireless networks,.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch Co- mAgent: Multi-LLM based agentic AI empowered intelligent wireless networks,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:06.917642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a81c7b1b-36ee-4a35-ab44-88ebc00101d7 · outbound

This paper cites AI Harness Engineering: A Runtime Substrate for Foundation-Model Software Agents.

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch AI Harness Engineering: A Runtime Substrate for Foundation-Model Software Agents

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T11:38:07.004394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.