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Paper Citation Record · LEDGER

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking

As of 15 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2507.11334.

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

pith.paper-citation-record.v1
2507.11334 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:18:30.537619Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

54 of 54 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved51
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cb7ba782-95a2-40af-888e-21b6e0b4f2a6 · outbound

This paper cites On Evaluation of Embodied Navigation Agents.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking On Evaluation of Embodied Navigation Agents

Reference 1

Resolution
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no resolver link, observed 2026-08-06T17:18:25.435653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:25.435653Z digest=sha256:f586d96f6b4168211c80fe8de343bc3ae07c6c50844db8e152453877c249b287

Observation b7109218-d793-41b9-9dab-1addac769af5 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:37.450919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:25.483888Z digest=sha256:080b04c89c09de47a2d8da387a9b5eb6782e4d46e87d94e896015410314c92ce

Observation cd6522f7-e37e-4d13-8148-808823c60d0b · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:37.242377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:25.636163Z digest=sha256:648451c508757c8a9889e79c5531badd9b8962453ff60b6af581e3a9a0b50e29

Observation fc850245-9e87-49b0-9ffc-0f8413f65793 · outbound

This paper cites CL-CoTNav: Closed-Loop Hierarchical Chain-of-Thought for Zero-Shot Object-Goal Navigation with Vision-Language Models.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking CL-CoTNav: Closed-Loop Hierarchical Chain-of-Thought for Zero-Shot Object-Goal Navigation with Vision-Language Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:25.719345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:25.719345Z digest=sha256:2bdcd135f056e9b4b40f5eb44f9b6b9550d68fa9108045aad6bd50c72f8a7ca2

Observation 9608a41b-a654-42cd-9ded-e579ece39fd3 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:36.981925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:25.798743Z digest=sha256:5f172b5ca1c813f57d1d390d24730e0e55a9343ae1fe4356716f9d60a0f4ee57

Observation ba26ea68-b1c9-47a6-87a2-122ae79216da · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:36.723460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:25.849543Z digest=sha256:a618cfa3b809980aa3c8dfbd12d6480bb3addd81c795508421ca29289bf352d2

Observation b951c799-1b13-463f-ae81-27f5bb70498f · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:36.551797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:25.917134Z digest=sha256:ccc46910e9b8d84d5a2b93eb4b8f6bf42f37ada42e9fd2f402af2dec66879b0f

Observation 4ef7a750-cbb0-49c6-af78-cc04f643728a · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:36.320101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:25.989651Z digest=sha256:d078f625cd5179e9c363e1b5134732c24c4549f44487e47154274bfc8150b3d6

Observation ce0674a1-4a7c-48e2-914a-c671a3166f4e · outbound

This paper cites CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:26.040907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:26.040907Z digest=sha256:4259168d74f2c53486194a2c4bf052280f8d8ea3d300694d58ddb49e1f3528de

Observation 23823135-c8f9-40dd-8d7e-deeb1065a633 · outbound

This paper cites End-to-End Navigation with Vision Language Models: Transforming Spatial Reasoning into Question-Answering.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking End-to-End Navigation with Vision Language Models: Transforming Spatial Reasoning into Question-Answering

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:26.106599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:26.106599Z digest=sha256:b7e8cd896007da5f77d908db77a292aa9000de12c6285290555cb2674b07f65a

Observation bda309f0-72d1-46a0-be30-c6bf6318d716 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:26.168515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:26.168515Z digest=sha256:cca9e958caa9a93eebafb365892c29eda26d881d73dc24796499cd952c2963c7

Observation c97c51fa-aec8-4ee8-a065-0291b76cd4e8 · outbound

This paper cites General Scene Adaptation for Vision-and-Language Navigation.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking General Scene Adaptation for Vision-and-Language Navigation

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:26.219571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:26.219571Z digest=sha256:110a69294da51c4cdb371ab963954c7c51a0485cdb5c31790200e2bc56b09db6

Observation c0bad315-4fe7-4a63-96c5-f7fce73f5827 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:36.112661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:26.269878Z digest=sha256:aaef027b73ca9870bb53faf2f03fb3c425477e0e71056ae2127a5c942e1b02d2

Observation 48608567-29a5-4590-8863-d93f86ede6eb · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:35.979047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:26.306308Z digest=sha256:ca1823da3e3eb94f5ae0922d4295c5f80332e6ea598e8266d8add059ba87ad44

Observation 5aedcc30-409c-4123-9bd4-f69d3fc989b2 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:35.775316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:26.337513Z digest=sha256:19c3f600a39ec1c965aabaf492f85997c9ea91e17224201575beca2bb44112a0

Observation 76fb6c6d-b446-41dc-bd32-301e38e460ed · outbound

This paper cites AI2-THOR: An Interactive 3D Environment for Visual AI.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking AI2-THOR: An Interactive 3D Environment for Visual AI

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:26.474982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:26.474982Z digest=sha256:1aa8dba6bc002dd6878853b9f4adfc6e17e665a02dc7628a5c8a4d5fdb389aee

Observation 8753025d-8a42-4869-9e9c-5885cba03842 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:35.570653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:26.580415Z digest=sha256:567334f51fc3c2876bc6f43e2c4bde5a4aeec462699f397e561e94c1353a2d80

Observation 92d33c4c-fc15-4172-bd13-c291ede992fc · outbound

This paper cites LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:26.686384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:26.686384Z digest=sha256:9ecb384b8b1d5306541f2f808763be1c271dbb7601351e615ecea6c1a76b2c2a

Observation 6b82ca08-9d04-48cd-bb99-cfa04985a303 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:26.796759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:26.796759Z digest=sha256:a861db1b8540e911f776c07262c0ad3d885d0daa1e66dc94ed278d15838ce28f

Observation a1a1e307-0482-415b-bda3-6dadcb9dcb53 · outbound

This paper cites InstructNav: Zero-shot System for Generic Instruction Navigation in Unexplored Environment.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking InstructNav: Zero-shot System for Generic Instruction Navigation in Unexplored Environment

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:26.924272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:26.924272Z digest=sha256:ae1537b3f08cf90a9d7c8a23506c595d6adbf0ab23e7ceff35e83c97e07a2341

Observation 7c4170b3-a8ed-46c2-b1fa-11b9883f7802 · outbound

This paper cites UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:27.054950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:27.054950Z digest=sha256:6e6ce2570f0001b2ce1af4c31fb626c9a9d6abe5c378e04b790211ebf1594255

Observation 5d6910f4-6f62-4321-b86e-078a2c28281c · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:35.403348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:27.169425Z digest=sha256:91d4567f8d812815971a250f59b95d3a1d3c0e9abf3dc2d50e19ff980ae499f6

Observation 06cf1075-9626-4b41-a9f3-5b01046394fd · outbound

This paper cites LeapVAD: A Leap in Autonomous Driving via Cognitive Perception and Dual-Process Thinking.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking LeapVAD: A Leap in Autonomous Driving via Cognitive Perception and Dual-Process Thinking

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:27.284104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:27.284104Z digest=sha256:7245632029e4f3b9e8388611844378176e49e113d478614c00f2142be86ced51

Observation 4e0b1168-1426-49dc-beff-514af133630b · outbound

This paper cites Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:27.447550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:27.447550Z digest=sha256:d1741103655ab836966b93503d6639ab20a3e8319d4ff5c1fcdc99c174288a39

Observation 5aee5974-39c2-4c2e-93cf-37c3c5a846b5 · outbound

This paper cites VLM-Vac: Enhancing Smart Vacuums through VLM Knowledge Distillation and Language-Guided Experience Replay.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking VLM-Vac: Enhancing Smart Vacuums through VLM Knowledge Distillation and Language-Guided Experience Replay

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-06T17:18:31.111711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:27.550545Z digest=sha256:1e5bba845541649343c716bf8dde0353e204cb879a8fb7946f65331024b7a275

Observation 081193e3-acbd-43a6-ba65-f1de3601f02d · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:35.167113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:27.636147Z digest=sha256:330dfd8d59c50319e0b55522d38a6db6516c5d25a5afa3ceed8cf75e61f245a0

Observation 8be349cd-8aa3-4c61-a9a7-e3a8663801d2 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:34.935355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:27.773630Z digest=sha256:7c160eb66acbe6a04750dde7f8bb98e1646430b14425938b80dc55db6c82bde8

Observation a4251914-d57f-4f77-a63f-19e97972bd25 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:34.672311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:27.852050Z digest=sha256:11705083b59ebba4bfdc6b294c9e6cba8e2b5b5f2334599d2ecc297e6bfca809

Observation 30058cc2-3ce0-433f-b3ce-291391991a56 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:34.412045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:27.960249Z digest=sha256:4eada403540d6365e12a1ed4750da75b9f6b16d062faa83d3fc662e329909245

Observation 076a4d6c-859b-4efd-b44d-cbf08858e7eb · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:34.197502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:28.063010Z digest=sha256:0fc02d0951502f45146c109014b277f02eded254ba32acb5f52f8961160cd206

Observation 5abebbb9-bd4b-4400-bb9e-09f917fbe158 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:28.175874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:28.175874Z digest=sha256:f5d72f313decab79043c4cc93202daa7dde0253313656e8c587eeee6721beb56

Observation 26680251-2942-4279-be83-98b4427d800b · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:33.953024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:28.278559Z digest=sha256:cdc6b6cfb82615622af896a6a30023a0dfe52f758c11ed0c39af5f2f59ff9ce1

Observation 83fe075b-fcd9-4ebb-aebf-d97807a382a8 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:33.685139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:28.434684Z digest=sha256:5580d7c5d0fc07cef02a6da290637592a191451d49d3643951fc5b6c4e5959d6

Observation 5657b9b8-fee2-4239-a733-813fa200bba8 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:28.570647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:28.570647Z digest=sha256:da57aba8a2e279352be6c6beb609ebd5e07be6b9f9bf02d042c30004ea7fd42f

Observation 1e5514bf-293d-4ff8-aec2-731d0c257e5a · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 35

Resolution
malformed identifier
no resolver link, observed 2026-08-06T17:18:28.646197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:28.646197Z digest=sha256:c3e68abac82f042ce2295b6877f818e676fda7ae42df4312e30c663335905bf1

Observation a628688e-4b83-4fcc-a196-fc89c1c32fab · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:33.538769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:28.801228Z digest=sha256:f0a8d9abd0300c704875a927b6690291c017815f752b37fbb975dc87378c6f05

Observation ece0fe8b-d9f9-4e85-b5b2-98be035e62dc · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:33.310145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:28.910156Z digest=sha256:e5cb3744a0e56cf4ce76920897ae7cf8a583d2f0cd427ec414f72c0852666854

Observation 737bed8a-5d59-49e7-bcd2-dbdfc843a640 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:33.168537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:28.997036Z digest=sha256:9ddc1fb7850db10c7fb1cce0710d9e27bd69b6118672253ca8c43a4314707959

Observation 1df53a46-d5d5-4c02-bc96-bb65c547e0f3 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:32.925311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:29.119634Z digest=sha256:c9f84e59514deb2bbda03554f2ed4fcdf3dfd080b02c099cdc68ef8bdbec85ac

Observation b5948f9a-3123-4e9c-8a45-b65f9b28740c · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:32.698694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:29.207485Z digest=sha256:2237f22272b356f6b015da582e286242d0925e3ac3c5da490c86bcd70bd9c42a

Observation 6e18f230-cfc8-431d-9fca-162a39006a74 · outbound

This paper cites VoroNav: Voronoi-based Zero-shot Object Navigation with Large Language Model.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking VoroNav: Voronoi-based Zero-shot Object Navigation with Large Language Model

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:29.288092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:29.288092Z digest=sha256:896e04de5e97f182a818f13159f245be6b7d329968d9dbfb0510000cb535dd06

Observation 0d8484e6-b9c9-4ce2-932d-e46319f56aca · outbound

This paper cites DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:29.376318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:29.376318Z digest=sha256:fb05e73531bc4fa519a844ea2e0731dce8aebea3f60e080d85af0e18ef3434ba

Observation 56af756c-afb5-4aad-a7c0-b41d2f3025cf · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:29.467431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:29.467431Z digest=sha256:4985a9849bae6a23453b903ab25637dff39bb3b094c5874367ece76ed9fb8ba0

Observation 8603d0ee-246a-4c5d-9682-9dd0b1236ec9 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:32.497758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:29.557813Z digest=sha256:26760f4bf7d14ed64d5fd2608675d8b607db64beb58c8d01f2c22fc4a7c34b6b

Observation 88c115de-aee8-44ee-8d28-c9b176cd1e03 · outbound

This paper cites MC-GPT: Empowering Vision-and-Language Navigation with Memory Map and Reasoning Chains.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking MC-GPT: Empowering Vision-and-Language Navigation with Memory Map and Reasoning Chains

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:29.619228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:29.619228Z digest=sha256:8c76d6ad85cc0cdb9b5371c18e96b07f07946c28293b2170d2a65b17cec87ef8

Observation d67d5371-e2d8-498a-b6d4-55289e8e2d03 · outbound

This paper cites NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:29.725081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:29.725081Z digest=sha256:92060fb66120e95c33bbc04389776c12f4d76be77da662c1a3c97e0575c59b66

Observation f02f2a99-cf9c-4e3c-9ae2-e51c0aa8a9d7 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:29.808889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:29.808889Z digest=sha256:103d07a8dbbaae5d20f372cebb7daa7312c13dd1ef2640f6c70daedb7c41612a

Observation 105d5e32-3c96-4d8c-bbba-90f3bfe591dc · outbound

This paper cites Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:30.038217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:30.038217Z digest=sha256:cde9585b02037efc4b95534eec17a07b7c88b83b77edcb81509aafc0fafcd600

Observation f2029150-7fba-44c7-8a93-aaaa1bfb8ad2 · outbound

This paper cites QQQ: Quality Quattuor-Bit Quantization for Large Language Models.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking QQQ: Quality Quattuor-Bit Quantization for Large Language Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:30.219200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:30.219200Z digest=sha256:3c6d67b441fd5c09cd2e6892ab7bc1aa2a96f16965c2f49bc57b0236b7311d91

Observation c27616d8-2bbe-43b9-8b66-c0ff74dcdae9 · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:32.273136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:30.314999Z digest=sha256:e5083204e91c0b85e0d6a23e5fddf72f297b41043f05752ffe659981bfdc08ad

Observation 42f095db-5575-465b-ac2a-85bce80426ee · outbound

This paper cites an unresolved cited work.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T17:18:31.935074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:30.438809Z digest=sha256:bbad423b286f43c5b93ff2f4b27684a27757b28d546d996d30f4a1ee0b340bd5

Observation bbe0aa4d-289c-40b5-9a69-ee54e5e8eaa3 · outbound

This paper cites question.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking question

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:18:31.649007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:18:30.537619Z digest=sha256:d3892f7368251373dc5e4dc055f54cf54de58b7b4c0d2d430c7c89ede5591d16

Observation 5ead6d95-b677-4758-b4fa-122f9660a18e · outbound

This paper cites VLN-Game: Vision-Language Equilibrium Search for Zero-Shot Semantic Navigation.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking VLN-Game: Vision-Language Equilibrium Search for Zero-Shot Semantic Navigation

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:25.553474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:25.553474Z digest=sha256:38f7d5de1cea4e8a0a06e788ade2ec55de9c82a9e322c997b13122a7fefebed0

Observation a2f57f07-5ef9-4ccf-98e8-54ba44c3bde6 · outbound

This paper cites MapNav: A Novel Memory Representation via Annotated Semantic Maps for Vision-and-Language Navigation.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking MapNav: A Novel Memory Representation via Annotated Semantic Maps for Vision-and-Language Navigation

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-06T17:18:29.927404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:18:29.927404Z digest=sha256:6aa50c22a9cf0accb752a84bbf2739c72141d14f0df1392769abe72697413f29

Pith citing papers

No inbound Pith citation observations are available.