Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-07T15:42:24.167986Z
Paper Citation Record · LEDGER
As of 22 July 2026, this Paper Citation Record lists 93 of 93 outbound references and 0 inbound Pith citation observations for arXiv:2604.25155.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-07T15:42:24.167986Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-07-21T06:31:05.380196+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
93 of 93 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation da5b548d-b315-4091-926e-e8b37afced6c · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning A mathematical theory of communication
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 1e0a3cad-14d7-422d-86fd-a943d6a05abb · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Massive MIMO networks: Spectral, energy, and hardware efficiency
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 4ec673b7-90c6-42c0-8ec2-5d93ec205940 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Couillet and M
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 9da8cbd3-1186-433e-80d2-8b659cc11cb8 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning A tractable approach to coverage and rate in cellular networks
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation ee2fb39f-45c5-4877-a973-551bc28cfa60 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Haenggi,Stochastic geometry for wireless networks
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation a90185f3-2b7e-4c16-94c6-cd6c5383060a · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Integrated sensing and communications: Toward dual-functional wire- less networks for 6G and beyond
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 666b38e6-85bb-422a-ab14-9af5083bd109 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning A survey on fundamental limits of integrated sensing and communication
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 96b0b632-6dbc-407d-9151-7bb6bad203e3 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Stochastic geometry and random graphs for the analysis and design of wireless networks
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 5e7c30ea-ae69-4152-a59a-20faa2a8e287 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning An introduction to convex optimization for communications and signal processing
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 61554723-a46e-4091-830e-d7286b2a5097 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning A survey of recent advances in optimization methods for wireless communications
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation f286eaa4-9c52-4cc1-ab50-d8b0463806c0 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Tse and P
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 1ad7f4ee-dbc5-4f68-9c41-0baaf606ac17 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation cfc08f2b-aee4-45e4-b741-a23c8b260729 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning The lean 4 theorem prover and program- ming language
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 91dbcafc-86fe-49b1-b341-17f61544b02f · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Bertot and P
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 702917f5-2723-4424-b963-76f4c617e355 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Hypertree proof search for neural theorem proving
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 68dca442-eb1b-4ed7-be4e-2e09b8946f0d · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 372088fc-d6a8-4a43-9e6f-d59996d5b343 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 2a0976d8-9707-470f-af34-219757d3252e · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning AlphaIntegrator: Transformer Action Search for Symbolic Integration Proofs
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 7ce0ca6e-af35-4653-bfe8-363e479e1911 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Solving olympiad geometry without human demonstrations
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 69bd7c4f-9e5c-47aa-b661-0e96d0155b88 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Olympiad- level formal mathematical reasoning with reinforcement learning
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation a616c94b-dce5-4a60-a386-9c14a20e5ceb · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Llemma: An Open Language Model For Mathematics
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation c2681927-ad5e-466c-88fc-da63f56e8b44 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation c9f84f69-c696-48da-8b5c-c3564ed85506 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Solv- ing quantitative reasoning problems with language models
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation e21631d1-376b-44e5-85c8-770c304f40f3 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Measuring Mathematical Problem Solving With the MATH Dataset
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 3f078c17-631c-409f-af5a-47a796b26a64 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Olympiadbench: A challenging benchmark for promot- ing agi with olympiad-level bilingual multimodal scientific problems
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 439fdf14-2b27-4c99-bd6e-59b4a09c2e2e · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning MiniF2F: a cross-system benchmark for formal Olympiad-level mathematics
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 62a6d816-e1c6-4e88-ba89-2f055f31a329 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Wireless- mathbench: A mathematical modeling benchmark for llms in wireless communications
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation a4263b47-a76e-40ab-bb27-2b171cae5662 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning AI-driven research in pure mathematics and theoretical physics
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation a0488e60-632a-4a3b-bf6a-dce0cc764d3b · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation b409ffb5-1082-4e5e-8a59-1ac783ae346e · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation f00fc56b-2913-4a0a-bf0d-43e2c8a91f6b · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning How much training is needed in multiple-antenna wireless links?
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 859b2eeb-c979-4e18-8967-4c757c1eb8d8 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Statistical signal processing: estimation theory
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 4dc3980a-bfab-4f7c-a932-02f385ae78dd · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Optimal multiuser trans- mit beamforming: A difficult problem with a simple solution structure [lecture notes]
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 73c0d63d-930b-4b0d-9489-a2bedf93eebe · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning An iteratively weighted mmse approach to distributed sum-utility maximization for a mimo interfering broadcast channel
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 1338d8d4-1619-4797-90c2-68f467d15f24 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Capacity of multi-antenna gaussian channels
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 2f6cce1e-790e-40d0-bfe4-226876a725e3 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning On limits of wireless communications in a fading environment when using multiple antennas
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 26a5f5bd-84ab-48a6-a160-ec1b3c778a30 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Channel coding rate in the finite blocklength regime
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 6c5b4bd3-480d-4fb7-92fe-626adcfa5484 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning The wire-tap channel
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 96cce685-bc88-411a-910c-d8982e3a2058 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Liu and W
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 48f286db-2491-4e06-838a-c8aaa596efe9 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning A simple and general parameterization quantifying performance in fading channels
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 017c4353-5fa1-44a0-8998-2fe8b275a505 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Modeling and analysis of k-tier downlink heterogeneous cellular networks
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 999b1d03-1289-4239-8865-ca8ba79bb102 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Dual methods for nonconvex spectrum optimization of multicarrier systems
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 5008237c-555c-46b1-87a7-d33dbb654a54 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning A tutorial on decomposition methods for network utility maximization
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 144a7ca2-37c9-4263-903c-c63d33e96ee3 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Srikant and L
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 912eaf34-3fa7-4874-b241-6de9578d363d · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Interference alignment and degrees of freedom of thek-user interference channel
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 7bf69fcb-3cec-42ce-9471-d95a477943fc · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Dynamic spectrum management: Complexity and duality
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation f636986c-4085-4ac0-a28d-975e36c5400a · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Neely,Stochastic network optimization with application to commu- nication and queueing systems
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 88b881b4-8928-41cd-ba87-039f7b632303 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Effective capacity: a wireless link model for support of quality of service
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation e84f511e-c4c0-4768-935a-2b32937a3c48 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Noncooperative cellular wireless with unlimited num- bers of base station antennas
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation f82fd904-28e5-4c44-99b1-c919555c8120 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning El Gamal and Y .-H
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 79e789ed-a940-4c55-ae8b-e5a75a5faae1 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Capacity of fading channels with channel side information
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation a8e30563-84d6-48a3-be03-2336b8994d40 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Baccelli and B
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation c5307737-03b6-481c-baf7-97f1dd86aa20 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning A survey of deep learning for mathematical reasoning
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 6a10b476-d1ed-443c-982f-de6970de5114 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Formal Mathematical Reasoning: A New Frontier in AI
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation fe690e18-7cdc-4a7e-8d44-3e93d004c837 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning A Survey on Mathematical Reasoning and Optimization with Large Language Models
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 14a19c4c-bc7e-4925-b628-cd9f273cefdb · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Leandojo: Theorem proving with retrieval-augmented language models
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation e206e26c-6220-475c-9c43-81ee2af715bb · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 05af7fc1-ce4f-4ac0-bb3d-1bc01a968eb4 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Kimina-Prover Preview: Towards Large Formal Reasoning Models with Reinforcement Learning
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation b170483f-b35e-4c87-b6f7-1f6680677565 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Mathsensei: a tool-augmented large language model for mathematical reasoning
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 76648abb-bfc9-479e-80ef-95841fc52c1d · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 326ad5b5-ee8b-42d3-b5c5-4c383689cb17 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Math-shepherd: Verify and reinforce llms step-by-step without human annotations
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 02d19f34-4e0a-48e6-85e3-941b66d76d10 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Nipkow, M
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation a90cc8f2-2846-4a99-b861-f6644dcb2e5f · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Growing mathlib: maintenance of a large scale math- ematical library
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 05075ba0-9518-4477-a55c-c30e6dd30162 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Generative Language Modeling for Automated Theorem Proving
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 3ddd73bb-d880-43ed-b574-1dfc594bb6eb · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning LISA: Language models of isabelle proofs
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation c0039890-8868-4fee-a0ff-d2255c69176b · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation e2e0de7c-9211-4b64-85bf-741ac9e0867f · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Abel: Sample efficient online reinforcement learning for neural theorem proving
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 0878dc47-7271-48d2-a42a-aed0f743485e · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning LEGO-Prover: Neural Theorem Proving with Growing Libraries
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation db359685-7da3-458d-b655-ee188ad0d222 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation b0c027c8-53a4-4711-92a4-8e780d5601f1 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Proving olympiad algebraic inequal- ities without human demonstrations
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation a03fb12f-c75b-41a6-b88a-0615914dec1c · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 830e4a31-42ef-41fe-9b0d-bbf1b09e5c58 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Linc: A neurosymbolic approach for logical reasoning by combining language models with first-order logic provers
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 7b3879f0-8de8-448d-a15d-b43dafce4d79 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 9f80783d-bf2c-40dd-aa5b-b6fd457b31c4 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Pal: Program-aided language models
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 3b215fb5-6b24-4f26-80fd-2c7dcfe830da · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Satlm: Satisfiability-aided language models using declarative prompting
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation d0163b3a-946f-4e42-8cf7-843100edc7ea · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Chain-of-thought prompting elicits reasoning in large language models
Reference 76
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 1ec9246f-ecde-4637-9c0b-58db3a68a3e7 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
Reference 77
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 5e243b42-b9d7-4105-8b3e-ffcd6c21c65c · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Injecting numerical reasoning skills into language models
Reference 78
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 963ee22a-7b34-4545-aaad-55bb8e8d5d34 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Injecting Numerical Reasoning Skills into Knowledge Base Question Answering Models
Reference 79
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 01a6bec6-f46c-4cd6-821c-a89df6fc6db7 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 80
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation fbb2cf66-4c42-4ef7-9cb4-dff6dca0bb96 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Let’s verify step by step
Reference 81
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 5bd4583d-dd04-490d-aa54-0767f13f461a · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Incentivizing llms to self-verify their answers.arXiv preprint arXiv:2506.01369, 2025a
Reference 82
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 4221c4d4-7f21-4061-b3e4-119be7afa316 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Sets: Leveraging self-verification and self-correction for improved test-time scaling
Reference 83
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 9cccdb1c-6979-4cbb-9ba4-25c7149f5db8 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Tree of thoughts: Deliberate problem solving with large language models
Reference 84
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 033b4254-7c27-4857-af3e-4bc6e0582faf · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Training Verifiers to Solve Math Word Problems
Reference 85
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 3471c095-e371-43aa-8a02-01e23abc99d3 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning NaturalProofs: Mathematical Theorem Proving in Natural Language
Reference 87
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 422db16e-2292-4e12-9253-9d200786756a · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning IsarStep: a Benchmark for High-level Mathematical Reasoning
Reference 88
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 216fdaee-999b-4145-9a4b-2c40963a468c · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Lean workbook: A large-scale lean problem set formalized from natural language math problems
Reference 89
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 6e85d79b-3576-4431-b583-f9f916b829cb · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics
Reference 90
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 1971acd4-14b6-4ef7-9fba-fc82c07245d2 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning LEAN-GitHub: Compiling GitHub LEAN repositories for a versatile LEAN prover
Reference 91
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation e04b7193-096a-40c9-ad02-0315eb3446f5 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Lean4physics: Comprehensive reasoning framework for college-level physics in lean4
Reference 92
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation 1c1dc5f8-1d79-45ce-8e70-847339c6715d · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning Wolfram,The mathematica book
Reference 93
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
Observation d5803996-a762-4e79-9d8e-0b14a5675a50 · outbound
Rethinking Wireless Communications through Formal Mathematical AI Reasoning FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models
Reference 94
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No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.
No inbound Pith citation observations are available.