Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 32 inbound Pith citation observations for arXiv:2407.03502.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T14:25:40.145652Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T20:40:08.264332Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation aa34a44e-d5d8-4bdc-90d5-f24f3507ac33 · inbound
Multi-Agent Collaboration Mechanisms: A Survey of LLMs AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 88
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.
Observation 811e4332-6656-44ec-8a7c-290a05bf95f4 · inbound
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 146
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.
Observation 48bba3f0-f6db-4db6-a44c-0abcb5d01cab · inbound
Phi-4-reasoning Technical Report AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 41
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.
Observation 86f324ff-dce0-4f29-85fe-010dabcc623e · inbound
Kimi K2: Open Agentic Intelligence AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 55
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.
Observation e961179f-1b73-489e-89b1-3ef57a6a2c4a · inbound
CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7c2d880-2651-41c2-baaf-bf4aa58d19df · inbound
Hermes 4 Technical Report AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6028b4a8-4a88-4342-a4a3-59af3a053aaa · inbound
MUA-RL: Multi-turn User-interacting Agent Reinforcement Learning for agentic tool use AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5e3e960-4e0d-41d0-9749-913b1b1ad09f · inbound
Anchoring Refusal Direction: Mitigating Safety Risks in Tuning via Projection Constraint AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe4bc774-f885-4733-9f62-2e4ea04509fe · inbound
AgentSentinel: An End-to-End and Real-Time Security Defense Framework for Computer-Use Agents AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c91921b-3245-4e42-bbb4-1a1c7cc738e6 · inbound
TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 32
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.
Observation 124327a7-78ca-47a5-a3eb-187acf68313c · inbound
Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 7
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.
Observation 6cf61dc2-b540-4bd6-969d-0ae1d85070fa · inbound
Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 8
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.
Observation a9f2d161-e331-48c7-b383-21d0c93a1030 · inbound
Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 8
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.
Observation 372df09b-5b1d-419b-b8df-fed808e9db03 · inbound
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 11
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.
Observation 5a67c09a-9f26-4750-a904-baa7a1bf2ade · inbound
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 11
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.
Observation 6f2f95ae-8a70-4a94-9cb2-5ef3ae0a94db · inbound
SkillGen: Verified Inference-Time Agent Skill Synthesis AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 8
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.
Observation 5fcec6d2-a4c4-4eaa-a6f1-28798fb5649d · inbound
WRIT: Write-Read Intensive Trajectory Synthesis for Multi-Turn User-Facing Agents AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 37
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.
Observation eeb250b6-5326-4205-9efe-5331b4d93bcb · inbound
WhiFlash: Accelerating Speculative Decoding with Token-Level Cross-Paradigm Routing AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 29
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.
Observation 0a40a763-9656-4c54-9964-699709451731 · inbound
Claw-R1: A Step-Level Data Middleware System for Agentic Reinforcement Learning AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 12
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.
Observation 27fd5760-19b7-4dc1-96b1-23d9327346f4 · inbound
Provenance-Grounded Gating and Adaptive Recovery in Synthetic Post-Training Data Curation AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 5
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.
Observation d1b63b75-5c93-4719-9456-dce621888271 · inbound
ISE: An Execution-Grounded Recipe for Multi-Turn OS-Agent Trajectories AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 53
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.
Observation 91068e55-d3b7-48e9-87dd-51fcd13b7a75 · inbound
ISE: An Execution-Grounded Recipe for Multi-Turn OS-Agent Trajectories AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1c335f7-6144-4eb8-98c7-50aa59baff83 · inbound
ISE: An Execution-Grounded Recipe for Multi-Turn OS-Agent Trajectories AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52000492-9c62-476b-ad32-7f6adc7bd944 · inbound
DataClaw0: Agentic Tailoring Multimodal Data from Raw Streams AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 86
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.
Observation 589ed5ba-18a8-4051-8db7-41a447a66675 · inbound
DataClaw0: Agentic Tailoring Multimodal Data from Raw Streams AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 85
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1febd72-2972-43d4-bf7c-a1cd136c37fa · inbound
Autodata: An agentic data scientist to create high quality synthetic data AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 107
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.
Observation 4306ecd5-8d19-4c97-b6cf-75ae37104ca9 · inbound
Autodata: An agentic data scientist to create high quality synthetic data AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 107
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.
Observation c4f00990-0eec-4046-a028-9ef6a35ed535 · inbound
Autodata: An agentic data scientist to create high quality synthetic data AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80982d5e-03f1-42a1-961c-c1ea06fe3dad · inbound
HunyuanOCR-1.5: Making Lightweight OCR VLMs Faster and Better AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c319f89-39c7-46b4-9a47-87f854489c60 · inbound
Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7e7a28c-a6fb-41ba-84a5-f10098545029 · inbound
Search Hardness-Aware LLM-Based Problem Formulation for Expensive Simulation-Driven Design AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5775cd74-2a9f-417e-b132-8defa232c3bb · inbound
Argus: A General-Purpose Agentic Runtime for Long-Horizon Reasoning AgentInstruct: Toward Generative Teaching with Agentic Flows
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.