Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 62 inbound Pith citation observations for arXiv:2405.06682.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T18:46:28.142203Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
12
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation 3f9aaa7a-f023-4bfb-935f-9aef7ddb3971 · inbound
MeTHanol: Modularized Thinking Language Models with Intermediate Layer Thinking, Decoding and Bootstrapping Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1801279b-4fb5-428d-ba58-68cdd4fbf89f · inbound
Large Language Model-Brained GUI Agents: A Survey Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 258
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 85e6ca06-180f-4cd6-91f4-b3a850fa9534 · inbound
On Memory Construction and Retrieval for Personalized Conversational Agents Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8670464-faad-464b-bea7-1db115bc5498 · inbound
R-TOFU: Unlearning in Large Reasoning Models Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a31df1f-9974-4351-aca4-505a3348af56 · inbound
ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1dfa7f4c-29f5-456b-8781-be48838f897b · inbound
MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ad461f8-920f-470c-84de-08b57ba8d8c7 · inbound
USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9f5089a-20d1-43c1-927b-5d1708a2d893 · inbound
Invisible Tokens, Visible Bills: The Urgent Need to Audit Hidden Operations in Opaque LLM Services Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation effb7cc5-a379-4d1f-8e80-e2cb6d5dc74d · inbound
Can Past Experience Accelerate LLM Reasoning? Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4111d933-eee4-463c-9fde-d98496a969b3 · inbound
RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f74c0cb-4026-4cf0-be88-cf69d883d3a8 · inbound
Self-Correcting Code Generation Using Small Language Models Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 275de774-9fe7-4dc6-af7f-7a46307ec865 · inbound
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b95943a-dea8-4a8b-b7ef-60a286f5f940 · inbound
ChemAU: Harness the Reasoning of LLMs in Chemical Research with Adaptive Uncertainty Estimation Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ae2e871-eccd-4eeb-95d6-0cdc5fddfa96 · inbound
Zoom-Refine: Boosting High-Resolution Multimodal Understanding via Localized Zoom and Self-Refinement Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90619cce-0b95-45d5-9b04-dc6f7e367744 · inbound
Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7743ca06-00a8-4eb4-976c-dfe148afd65f · inbound
Reasoning or Overthinking: Evaluating Large Language Models on Financial Sentiment Analysis Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c13d29ac-a1b1-4a04-9a53-bab4f05d865c · inbound
Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ff7c1eb-0746-4af3-a970-991237b9ad2b · inbound
From Emergence to Control: Probing and Modulating Self-Reflection in Language Models Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8765105a-35da-4500-9b55-1965900a170a · inbound
SciSage: A Multi-Agent Framework for High-Quality Scientific Survey Generation Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7d2d4c6-4d02-4a06-8453-ac859996c402 · inbound
DuaShepherd: Integrating Stepwise Correctness and Potential Rewards for Mathematical Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36ab0612-a4a0-4de0-ab01-62e0d8d342b1 · inbound
AdapThink: Adaptive Thinking Preferences for Reasoning Language Model Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1853b70f-d23d-4884-ae36-8a5f1b45ea2c · inbound
Legal Requirements Translation from Law Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 799a0d46-0840-4686-afc4-b7b8399270f2 · inbound
HKGAI-V1: Towards Regional Sovereign Large Language Model for Hong Kong Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a3a420f-fddd-4102-a544-76bfa8f7a580 · inbound
Extremal Testing for Network Software using LLMs Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3959a3b6-552f-48f5-abfa-34f6fe8a542f · inbound
Murakkab: Resource-Efficient Agentic Workflow Orchestration in Cloud Platforms Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9dce0f88-1bcd-4184-876b-980ede070957 · inbound
How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on $\tau$-bench Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b997ffb-3628-4b00-be6d-2f084eed925a · inbound
Towards Agents That Know When They Don't Know: Uncertainty as a Control Signal for Structured Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27736d77-4ef8-4033-b2df-a32d4ab5143d · inbound
Self-Aligned Reward: Towards Effective and Efficient Reasoners Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 409c2c60-b88b-4794-956d-6eb00731d168 · inbound
A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 92
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0d0b8b9-e7c2-4c39-adb1-5fcd3c7dcbc0 · inbound
Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation de7cd65f-8be3-482e-af11-f845e51404ad · inbound
Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 151
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 21644b8a-4c38-45e5-a421-0243a9b6c5b1 · inbound
A Minimal Agent for Automated Theorem Proving Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation df6ff556-8989-41d2-8cc0-c3c4e5d15282 · inbound
Enhancing LLM Problem Solving via Tutor-Student Multi-Agent Interaction Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0419e4a2-26ae-4fab-b926-6655548cbe85 · inbound
Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2552e2a3-5852-468c-b8d3-1daa8d4db090 · inbound
Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation afb5223e-481b-418f-b963-b4dea68d84e8 · inbound
Visual Enhanced Depth Scaling for Multimodal Latent Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ad668a4e-cb3f-4f91-8696-672b23bd271f · inbound
UniMesh: Unifying 3D Mesh Understanding and Generation Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8f72a3d5-3406-4dfb-b0f6-f42abc5b4e62 · inbound
GSAR: Typed Grounding for Hallucination Detection and Recovery in Multi-Agent LLMs Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c82f4f8f-bd55-432b-b5d3-e632c8593543 · inbound
HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 62bfe0ac-24fc-4149-82d2-f7414e294ca2 · inbound
STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dbdeac93-60b6-49d6-b729-13a279529fc7 · inbound
STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 700245f6-4690-4886-967b-0257fe901047 · inbound
STAR: Failure-Aware Markovian Routing for Multi-Agent Spatiotemporal Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4dd13531-b2aa-4989-ba15-c4863aa35958 · inbound
Context, Reasoning, and Hierarchy: A Cost-Performance Study of Compound LLM Agent Design in an Adversarial POMDP Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f1e0c9d6-9b3d-48d7-a1c6-7ebcdf02f2a8 · inbound
Trustworthy Agent Network: Trust in Agent Networks Must Be Baked In, Not Bolted On Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e8b7d76c-0799-4328-8048-e33e2f71a6b8 · inbound
Unified Data Selection for LLM Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3b20ad2e-6fe2-48ff-80de-3615a4d0467f · inbound
VINS-120K: Ultra High-Resolution Image Editing with A Large-Scale Dataset Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 83923d7c-41fd-4590-b240-59d719847213 · inbound
VineLM: Trie-Based Fine-Grained Control for Agentic Workflows Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08d595b2-4b30-481a-ab6e-b408a36685f1 · inbound
Deconstructing Spatial Complexity: Hierarchical Decomposition for LLM Spatial Reasoning Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b19824eb-684c-42e6-ad22-3e6dbc9eaebd · inbound
Specialty-Specific Medical Language Model for Immune-Mediated Diseases Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68a76fa4-6aeb-4cb1-9f99-57a638fb2337 · inbound
How Consistent Are LLM Agents? Measuring Behavioral Reproducibility in Multi-Step Tool-Calling Pipelines Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4d521685-86e1-4efa-971c-70531550b066 · inbound
MoG: Mixture of Experts for Graph-based Retrieval-Augmented Generation Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6d07d0ad-a9c6-4b54-b876-4642ec88705b · inbound
LinTree: Improving LLM Reasoning with Explicitly Structured Search Histories Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9091a866-16b3-4ca7-9d6a-34657f53f478 · inbound
Smart Picks in the Dark: Towards Efficient RLVR for Reasoning via Tracing Metacognitive Pivots Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 819eace1-f703-415b-b1c0-497e69ca9ebf · inbound
Multimodal Graph RAG for Long-range Visually Rich Document Understanding Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c0d73d79-90d3-4dba-844b-e8a547e49978 · inbound
Wait, am I Being Fair? Characterizing Deductive Stereotyping and Mitigating It with Fair-GCG Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e20b981c-7260-4d4a-827c-c34c11a4d2e3 · inbound
Agentic generation of verifiable rules for deterministic, self-expanding reaction classification Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5a5a2d3a-29fa-4bd1-aa05-5e6cf9623e1a · inbound
A Diagnostic Framework for AI Agent Behavior Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c57b7405-640a-41d6-8c68-1c5764061d15 · inbound
It Matters How You Say It: Exploring Rhetorical Patterns for AI-Assisted Information Evaluation Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2779c611-c004-4168-84e9-97b702f2e46b · inbound
SkillSmith: Learning to Compose Parametric Skills and Textual Knowledge Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c54a8c42-6478-4470-aebc-6b5b1117b962 · inbound
Reflection or Re-Generation? Why LLM Revision Fails Where Human Revision Succeeds Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4cffdc3-e940-4ca6-be9c-b5515e11b218 · inbound
NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d543068-4bf1-4927-a31e-512178265d94 · inbound
NeSyFS: A Neuro-symbolic Fast-Slow Thinking Framework for LLM Agent under Partial Observability Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.