Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 56 inbound Pith citation observations for arXiv:2408.05517.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-09T00:07:44.801485Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
5
pith, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation 24c95ae2-2e04-4bdf-904f-724de1f7ce38 · inbound
Mediator: Memory-efficient LLM Merging with Less Parameter Conflicts and Uncertainty Based Routing SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45149a5f-0920-4de7-8168-ae75e20d095f · inbound
SARChat-Bench-2M: A Multi-Task Vision-Language Benchmark for SAR Image Interpretation SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bb1439e-498d-4173-a198-15e309bf668b · inbound
Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c016390e-52e4-4925-aa35-151145ec6a97 · inbound
VideoCap-R1: Enhancing MLLMs for Video Captioning via Structured Thinking SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65c0c3a7-1e0e-42af-87eb-ab5f46fae5f3 · inbound
Teaching Physical Awareness to LLMs through Sounds SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24983bd3-10c5-4138-8d99-7ff0ad5ad655 · inbound
Kvasir-VQA-x1: A Multimodal Dataset for Medical Reasoning and Robust MedVQA in Gastrointestinal Endoscopy SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb8b5de7-b2f8-4e92-a848-9531a44f6967 · inbound
MM-R5: MultiModal Reasoning-Enhanced ReRanker via Reinforcement Learning for Document Retrieval SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5529aaf-4b55-4ddb-805b-9c35db50674c · inbound
HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5092745-b063-4db6-9433-429e9a4f61dc · inbound
Uncertainty Under the Curve: A Sequence-Level Entropy Area Metric for Reasoning LLM SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 882936b6-41ab-4fed-bd7c-ecfcdc81ac49 · inbound
DaMoC: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 473a49f6-83ad-4738-bd8a-84de2b3021aa · inbound
Physical Plausibility Reasoning via HCM-GRPO: Empowering Compact Model for Superior Performance SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc8fa26b-b8f8-42de-abaf-658eaddfb799 · inbound
E3AD: An Emotion-Aware Vision-Language-Action Model for Human-Centric End-to-End Autonomous Driving SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 79
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9245cdc-c96b-410d-ae11-a8f22250e27d · inbound
PIAST: Rapid Prompting with In-context Augmentation for Scarce Training data SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0ecbdf7d-f9e4-4a6f-9e73-f2b84cf9059b · inbound
KeyframeFace: Language-Driven Facial Animation via Semantic Keyframes SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 62efef3f-1f69-41b3-80c4-185f89de77c5 · inbound
LLM-AutoDP: Automatic Data Processing via LLM Agents for Model Fine-tuning SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 88e21ae9-2d42-44fa-a6ef-358e75a92a9b · inbound
Do Fine-Tuned LLMs Understand Vulnerabilities? An Investigation into the Semantic Trap SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ddcfae20-3d24-4c4c-8a25-290fd4bc492b · inbound
SWE-Manager: Selecting and Synthesizing Golden Proposals Before Coding SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd90561c-a20a-4027-b306-f5b21d598970 · inbound
ConPress: Learning Efficient Reasoning from Multi-Question Contextual Pressure SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 875ba1c2-634c-4b81-a82d-23debd52acc5 · inbound
Logics-Parsing-Omni Technical Report SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1e8128d5-93ef-485c-8298-ea6fa87d21a6 · inbound
AI Can Learn Scientific Taste SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47bf6857-0b08-468b-9060-dc0d7535e938 · inbound
TSHA: A Benchmark for Visual Language Models in Trustworthy Safety Hazard Assessment Scenarios SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60e0ec60-fc9d-42b0-bcb7-57d87219c693 · inbound
JU\'A -- A Benchmark for Information Retrieval in Brazilian Legal Text Collections SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 96414d0f-e439-495f-b2cd-99e400fc6132 · inbound
EasyVideoR1: Easier RL for Video Understanding SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 37422599-401a-492a-bb91-420499f55006 · inbound
Steadily moving semi-infinite fracture in plane poroelasticity SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 115
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a5b1aa0d-86da-4e04-9bd5-e41eda7ba140 · inbound
XEmbodied: A Foundation Model with Enhanced Geometric and Physical Cues for Large-Scale Embodied Environments SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 115
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fe75f470-079e-4947-8b25-ec310d85e96d · inbound
Supermassive Black Hole Winds in X-rays: SUBWAYS IV. Tracing Radio Emission and Unveiling the Role of Winds SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b53ae53a-8d79-4f4a-8a30-bf27b50d701e · inbound
S1-VL: Scientific Multimodal Reasoning Model with Thinking-with-Images SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 99305059-043d-4e1b-bd0a-6f287fc3a35b · inbound
Domain-Adaptive Dense Retrieval for Brazilian Legal Search SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7d06a2c3-bd92-4da5-ab16-671656e6682a · inbound
Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c2fbb130-55d2-4b6e-beb9-d5a24a6a545f · inbound
HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b1bf84eb-c75c-4ef5-a386-130316ab38f5 · inbound
HyperEyes: Dual-Grained Efficiency-Aware Reinforcement Learning for Parallel Multimodal Search Agents SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0854c3ee-4f4e-4f74-b40b-4f9d4d2e4648 · inbound
Video Understanding Reward Modeling: A Robust Benchmark and Performant Reward Models SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bee764d9-c0e4-454e-a0ea-6bf13025d045 · inbound
Omni-Persona: Systematic Benchmarking and Improving Omnimodal Personalization SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1554a6ec-199f-4cde-80d5-a31659eebf5a · inbound
TimeSRL: Generalizable Time-Series Behavioral Modeling via Semantic RL-Tuned LLMs -- A Case Study in Mental Health SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e72d38c3-6bd2-4570-a250-f5c7562a005a · inbound
From Patches to Trajectories: Privileged Process Supervision for Software-Engineering Agents SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cbc97d37-0297-4137-8eee-29aef043c4cb · inbound
BeLink: Biomedical Entity Linking Meets Generative Re-Ranking SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 08baf1b9-7881-4e72-97d3-d57c4724f453 · inbound
Learning When to Think While Listening in Large Audio-Language Models SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 63f9fc3d-6b3e-42c3-a643-e30674689006 · inbound
Qwen-Image-Bench: From Generation to Creation in Text-to-Image Evaluation SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation cfd4ae1f-dd9a-4506-a562-2202f76d1797 · inbound
K-FinHallu: A Hallucination Detection Benchmark for Multi-Turn RAG in Korean Finance SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b610acbd-a67a-43d8-8d8f-9748c05f5fc2 · inbound
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a894fd34-3e04-4788-8637-2d754532f110 · inbound
PInVerify: An Offline Embodied Benchmark for Active Instance Verification SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation af3e94a3-a30a-4b51-a951-e01df5f4b877 · inbound
Internalize the Temperature: On-Policy Self-Distillation as Policy Reheater for Reinforcement Learning SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 829c2252-e9df-4d00-b94c-b36dcbfb625f · inbound
Fine-grained Fragment Retrieval in Multi-modal Long-form Dialogues SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 147
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 26492af0-7033-4bfb-bea0-3299d36c7ea8 · inbound
AlloSpatial: Agentic Harness Framework for Spatial Reasoning in Foundation Models SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 31eb51bb-3fe4-4362-acc5-e814de17e077 · inbound
Teach-and-Repeat: Accurately Extracting Operational Knowledge from Mobile Screen Demonstrations to Empower GUI Agents SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 98da5b53-1e7f-445b-b091-2dc93c0e07d3 · inbound
Do Multimodal Large Language Models Need Reasoning to Classify Dementia from Speech? SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4b8d9c00-c83d-4fc3-bf33-3049a30e91c5 · inbound
Do Multimodal Large Language Models Need Reasoning to Classify Dementia from Speech? SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8727b6d7-e9d8-4265-9e3b-e164b4ed2553 · inbound
Eluna: An Agentic LLM System for Automating Warehouse Operations with Reasoning and Task Execution SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5c2ae28-eea9-41e4-bc5a-c3c73aedd59b · inbound
GMoT: Gated Motion-Aware Tokenization for Fine-Grained Micro-Gesture Video Reasoning with Multimodal LLMs SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b702e80-475a-4988-acb8-da5925768003 · inbound
NOWJ@COLIEE 2026: Adaptive Pipelines for Legal Retrieval and Reasoning SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99906e1e-b35a-430e-a39a-50b0cfcc7171 · inbound
AIGB-R1: Self-Evolving Generative Auto-Bidding via Hierarchical Planner-Executor Optimization SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be360f7b-d396-4cbd-bec9-21a58e28f502 · inbound
Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af7b0871-ff3f-4f24-9e54-1683ba3543da · inbound
Auto-Fill: Learning to Predict Missing Values Accurately with Specialist Language Models SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 578bce50-7a9d-4f94-a164-91b5c8138e14 · inbound
Traceable LLM Reasoning for Fake-Order Fraud Detection SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afdff7b7-ffb4-4c36-b5bd-3f66f8abecd3 · inbound
MindForge: Teaching Small Language Models Whole-Life-Cycle Software Engineering via Source-Free Program Synthesis SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6c228fe-01d3-4654-97d2-df6d8e3e858f · inbound
Beacon: Knowing When and How to Perform Agentic Visual Reasoning SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.