Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T11:34:10.675481Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2504.15263.
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 2026-08-16T11:34:10.675481Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3cf6eb4d-c7b5-4b78-8a33-a909b7d594b3 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Integrating exoskeletons in the construction sector: a systematic review of empirical evaluation tools and future directions
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7d17cb5e-eff1-426c-909e-70526b4ffa34 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66e01e79-5ea9-4139-82d2-3fee4a3c8f4b · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Reviewofcontrolstrategies for lower-limb exoskeletons to assist gait.Journal of NeuroEngineering and Rehabilitation, 18: 1–34, 2021
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 37a81c87-5eb1-4d39-ae6c-fdcbb7901888 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Language Models are Few-Shot Learners
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3337353-e77e-4e23-bdcd-d071e9264e36 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Exoskeletonsforindustrialapplicationandtheirpotentialeffectsonphysicalworkload
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 387a5a12-1400-4ad3-8aaf-9d1dace7d186 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Exoskeletons: Contribution to occupational health and safety.Bio- engineering, 10(9):1039, 2023
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cb266365-4413-4561-8be1-627d6dcd65e6 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Speech-based human-exoskeleton interaction for lower limb motion planning
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 794aaa8f-83a1-4d94-82df-f2a88d6e056e · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e677b8cc-76c7-4573-8ce6-09cda4b534cd · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Kinematic-based locomotion mode recognition for power augmentation exoskeleton.International Journal of Advanced Robotic Systems, 14(5): 1729881417730321, 2017
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 825232e0-21ba-4481-bc0d-731e70135202 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Potential of exoskeleton technologies to enhance safety, health, and performance in construction: Industry perspectives and future re- search directions
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 711511e7-5a5c-4b41-b2a4-843938246140 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Large language models are zero-shot reasoners.Advances in neural information processing systems, 35: 22199–22213, 2022
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3b43ef4-2a01-495d-9058-c5a4fba3b37f · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Environment classificationforroboticlegprosthesesandexoskeletonsusingdeepconvolutionalneuralnetworks
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 020fc07f-f165-42e3-8c73-da6c137f5a57 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Amultimodalframeworkbasedondeep belief network for human locomotion intent prediction.Biomedical Engineering Letters, pages 1–11, 2024
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation edc7295a-ab07-4007-971a-fe49361da31f · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Fusion of human gaze and machine vision for predicting intended locomotion mode.IEEE Transactions on Neural Systems and Reha- bilitation Engineering, 30:1103–1112, 2022
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b1c6948c-5864-4246-8e05-e4111a125e1d · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning MetaAgents: Large Language Model Based Agents for Decision-Making on Teaming
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a21210f-c9e5-4d73-80d1-a26904f05262 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Chain of Thought Empowers Transformers to Solve Inherently Serial Problems
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efb18dd1-1858-4226-9a3a-322befadd6c8 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning AgentSims: An Open-Source Sandbox for Large Language Model Evaluation
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 436f58ca-1b20-43c1-a8c5-3421ef40aaea · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Real-timelocomotionmoderecognitionandassistivetorquecontrol for unilateral knee exoskeleton on different terrains.IEEE/ASME Transactions on Mechatronics, 25(6):2722–2732, 2020
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a285523f-a48f-41a3-a004-a2ceb506adb9 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Pso-svm-based online locomotion mode identification for rehabilitation robotic exoskeletons.Sensors, 16(9):1408, 2016
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c2b9f17a-7fe0-432f-99e1-97f55e4adfe6 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Gaitactivityclassificationwithconvolutionalneuralnetworkusing lower limb angle measurement from inertial sensors.IEEE Sensors Journal, 2024
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 084a1cb5-7d3c-4ff2-b40a-4f491fc3c84b · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Asurveyofsensorfusionmethodsinwearablerobotics
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 716ccb75-b213-4b88-9b14-e61a40ab9cc0 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Gpt-4v(ision) system card, 2023
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9044cbe6-81b3-4c79-aeed-36e9060a9b2e · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Memgpt: Towards llms as operating systems
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1e3017b0-878f-4e28-bdcc-c3a3ddd5d870 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Generative agents: Interactive simulacra of human behavior
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b071d25b-3e16-421a-b0a5-c603be535567 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Ai deception: A survey of examples, risks, and potential solutions.Patterns, 5(5), 2024
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c58850ec-4e61-4259-9201-5ee6fbb1d676 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Real-timehybridlocomotionmoderecogni- tionforlowerlimbwearablerobots
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1d1bc90d-ebbc-48ea-9492-9a5687a34329 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Performance evaluation of lower limb exoskeletons: a systematic review.IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28(7):1573–1583, 2020
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d1598efc-43d5-4039-981a-176facd85efc · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Predictive locomotion mode recognition and accurate gait phase estimation for hip exoskeleton on various terrains.IEEE Robotics and Automation Letters, 7(3):6439–6446, 2022
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 77957be0-ec8b-4116-a463-f50c0f2c7f5d · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning SayPlan: Grounding Large Language Models using 3D Scene Graphs for Scalable Robot Task Planning
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cbb71f4-9731-4d06-9aa7-9ff15aad5d37 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation baf0d237-ef3f-4fa8-904f-76bd3ec3c930 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 61168991-8e2c-42ef-b597-d6b7289177d0 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fccc6258-4c7b-47da-a3f3-6df911aca81d · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning In2023IEEEInternationalConferenceonRoboticsandAutomation(ICRA) ,pages10478–10482
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 94c52ca6-0e95-423a-954f-21a244eb3213 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Control strategies for active lowerextremityprostheticsandorthotics: areview
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7df9c9b9-a776-49b3-ab2e-61227ba96636 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Language models don’t always say what they think: Unfaithful explanations in chain-of-thought prompting.Advances in Neural Information Processing Systems, 36:74952–74965, 2023
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01c3b855-81a6-4e9d-a47e-67ca11abf0c2 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Integralreal-timelocomotionmoderecognitionbasedonga-cnnforlowerlimbexoskeleton
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c3f1ef13-86d3-44b2-aef2-cb0b065a3c2c · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning A survey on large language model based autonomous agents
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3093bf8c-3d9c-4352-bad6-beefce4feb6d · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning RecMind: Large Language Model Powered Agent For Recommendation
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41d9df8c-e713-425e-994b-3372633b3bad · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Finetuned Language Models Are Zero-Shot Learners
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5646b9cc-d755-4898-a156-d5aaeb7c4b27 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Chain-of-thought prompting elicits reasoning in large language models.Advances in neural information processing systems, 35:24824–24837, 2022
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97b7e608-78bc-47bb-a4de-1909caa675b0 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning The rise and potential of large language model based agents: A survey.Science China Information Sciences, 68(2):121101, 2025
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b35ebd5-7667-4aae-8c48-93b80e72b3df · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a304cada-5e20-46c1-801f-247c467425e8 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Artificial neural network-based activities classification, gait phase estimation, and prediction.Annals of biomedical engineering, 51(7):1471–1484, 2023
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 69a9b4d6-2efb-46c1-bb01-fbf2eee255fa · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Explainability for large language models: A survey.ACM Transac- tions on Intelligent Systems and Technology, 15(2):1–38, 2024
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 513613a8-857f-48ed-9fd4-d5838ebcc9d5 · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning Memorybank: Enhancing largelanguagemodelswithlong-termmemory
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ee9b3586-cb4d-4f8d-b79c-f9dd772626cb · outbound
Interpretable Locomotion Prediction in Construction Using a Memory-Driven LLM Agent With Chain-of-Thought Reasoning A novel motion intention recognition approach for soft exoskeleton via imu.Electronics, 9 (12):2176, 2020
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
No inbound Pith citation observations are available.