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Paper Citation Record · LEDGER

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

As of 7 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 2026-08-06T06:34:29.942622+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

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
unresolved
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=sha256:8e4f1b24d7d2854373b819db69a57f9c337eabf80fe4c016b15b9578d35b9d87

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:25.483888Z digest=sha256:2c87a2bba11b7e7c2ef6d19c7cb0d9b8e923d44a30cd527f80c34a6dd80deb9d

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:25.636163Z digest=sha256:2198b001ab50ea24a2afb2552e8c613cc31804319e40d537becc32be83f6c058

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=sha256:979a506e683cc2954603372a63f0ed2c73b16a654a997757ee9f7524f943472a

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:25.798743Z digest=sha256:d6d329ce37a9266eea941c3a47577f356b0422362d951f067435276513dcc83c

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:25.849543Z digest=sha256:4ea8c6ac55b5d7fecbf551ad60fe9303c2038d799b06cc9fcce947de1df955ea

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:25.917134Z digest=sha256:5377cee127cd13f8d8743fca91cafb6ba47b08ba6dc6d60e34e0f3502f155472

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:25.989651Z digest=sha256:73e6929082f1e9fb9b1c5a7b2915db030c77ed28ebed40aafe7d71b7dee3e4aa

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=sha256:73fced1f4a2e2309861ff0c1644d27eb8ce0d0f77c6c2f7cecd8b6824a16204a

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=sha256:409296d41d17f4556273dcc92257736d46b2dc97fee1aed564cd7b8ced65782b

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=sha256:447deeecc0821571e474135896d6d038166f3b17c9cabeb9bc07ee46377cef9c

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:b0c4b886ccb4bdb0ba892f4f486cc30683025dda4887cb88ec5445320c575166

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:26.269878Z digest=sha256:f22987c92ed19b331773551a6bd3075ac4cda5f675014e8778599d6ebf19ca46

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:26.306308Z digest=sha256:ec6e3c96c705d9a8a955d9483e8cb26961049b522acf6b8c4a25af046aa75d9f

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:26.337513Z digest=sha256:e229e34b51808936ed23b4c84279bb75a08e2452ba8a4fdb360ba7f28f983bfd

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=sha256:1a576fcc3790adec710e38f870fce6f4aa0ba4426be393f10f654724a075262f

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:26.580415Z digest=sha256:7858e6295a2c5141060eaed74085f86c62a9d261ba133c9d54ecc754e8ef33f0

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=sha256:22cc8ded9da88c0db4481f301ea76bf9cfb1304c4d84719076022262bbe59842

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=sha256:38924f050cbfaa87d02bbff442476a1720985252e833ec0f930960f72b25d0a7

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:b7e03947387e4017f8d6ca6d4bae0e3bbf3817fcae3df47ce779a44077de9391

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=sha256:671e47a120512ee12ca2b53dd69bbf89b73bcfd57213ae7daf3c813660eff1fd

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:27.169425Z digest=sha256:d43fae7eff26f4aceeb36f910626cbd56a0a1f04f66cdc696bde09c9b0bd68c5

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=sha256:5984b6d2fd36dc0388d6276b09220b4d753c985905c01d3ecb31bf6a4df1f256

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=sha256:571e2c22a411c00b061b26132717630394abecee984fd0220b5b0a02cd16f646

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:27.550545Z digest=sha256:e78c17f2de968c0564a777cc841b5608db4fc350f5bb4fbf3bafad19990378ef

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:27.636147Z digest=sha256:ed626090bf3fff777302b21ea6812f0072d40d6d0e1a04f180763bde19a87342

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:27.773630Z digest=sha256:7084ae0e2a63104590054818bccc6ba67f89491dce8d7ce7b094665fbd70e0b0

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:27.852050Z digest=sha256:7cdfa586b53add93a34222a779e4cd711213db187b0574fd5fa11869f2c29a50

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:27.960249Z digest=sha256:1bdf2808ccebe935a6ff9d59ce33fbbefd733b8f9b65591bdd0ccacc0e4cb78f

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:28.063010Z digest=sha256:55b643a74771094d02eea3a860275b438f982f66aeedb4844f7ee703656bf901

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=sha256:9bd4a7ff0dd5e65dc1771e736a62ef6c8e260cc37b478b9a523afb2e63861f97

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:28.278559Z digest=sha256:6e7bfcc95c197264a05301332273ebf93a2cc57fc9d76ffef98f928131896892

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:28.434684Z digest=sha256:02400862ea2c4bdc837a4ccdde6e4e263c3e8950c13690372cbd9482ed5d9d54

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:f157ce20b177e39f58ff5d42dc73b8adc962e471e9f024acaedaa745cff99077

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=sha256:3963ce55fe3dbedabbc89f0e91078fe4a3e8b4703ffe03ab872e9c59c839b25f

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:28.801228Z digest=sha256:029932aefe5fe3a39f60400dc8d11e8a3f04839e6694f7bdcf6305a0491bae59

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:28.910156Z digest=sha256:b0631d3393a9898447c7b9975e999e4016ebe89379f75f1390e9b67ee42d9334

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:28.997036Z digest=sha256:aa10c5690a03392dfad019d440ca19eeda68f2471ff44055b064a7ce6182ac6f

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:29.119634Z digest=sha256:6d80c5ad8324820cc40d398422cac73c7ca84453266ac40926848b3d437c8c57

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:29.207485Z digest=sha256:91dda4341750bc102edf0035847cf6acbc1a9f21d0d746f1d706497f27bc2a00

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=sha256:73ca1c8e8fbf1acbde5ce4211bdbfd3f8ac6574a5f4d29f064dba1e5c8c14c7c

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:ec96ae49cdafb6318b9fa4f97b264bd12c3f0a08f280b6690c6b2028e4873403

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=sha256:7b5a39cf167ac14efbf4d92b56d9c0080b03774e218c59a84499c127c4d8b63f

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:29.557813Z digest=sha256:9af11a87a2d3d7f32944bb03cf6b533a3327d0b16a6d6beb2fd5e9831c20bb71

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=sha256:655141e2bb5fd05c95b0c9b5a825eb4ffa60a26b2d90d89f1e9245acb868b19c

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=sha256:7366121850b75d502ca716f1d0a69d3fc7d59d364f28e3b27bae916a1770d300

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=sha256:971a751b86d8d4996916af8766751587f37bb1fa9814d99634ebcbd241849c04

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=sha256:22d2dee803e5d4db61060e541c4117a7ef4f82abc0ca5fbb18273fc327a364e1

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=sha256:8716a96a222fee9fb6c6bc7bfabe4bcc679383700795f975877ca09b62717f0b

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:30.314999Z digest=sha256:80df75ad838f97173bd9c62c27df5cf43fb24e37be6397041da8cdb8fddf71f1

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:30.438809Z digest=sha256:bacab71237e464b42014b3c61bf33e03b229674760ed9a5a2e2ed56ea5ebd08c

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T17:18:30.537619Z digest=sha256:021da25ab734c915a0c080e29caa3fd689207809ac8d11cc74b1d18dac5dcd5a

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=sha256:3263af8db98860a308f7d42b9567011c8d7b30fcbdc428a10a9f43b8b851a843

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=sha256:14c3448ffd449bc9c1cc75d0e842ca80d638f87a255c95ef1b51289fd000b80e

Pith citing papers

No inbound Pith citation observations are available.