Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-19T08:12:10.542542Z
Paper Citation Record · LEDGER
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration
As of 18 August 2026, this Paper Citation Record lists 99 of 99 outbound references and 1 inbound Pith citation observation for arXiv:2506.19500.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T18:03:37.107519Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
99 of 99 outbound references displayed
- verified exact23
- verified fuzzy49
- unresolved25
- parse uncertain2
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b1d3705e-b984-475d-a8a4-76ef71ca84e5 · outbound
This paper cites TALM: Tool Augmented Language Models.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration TALM: Tool Augmented Language Models
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.745252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1d0012a7-6f7c-475c-a420-aa4aca02618e · outbound
This paper cites Toolformer: Language models can teach themselves to use tools.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Toolformer: Language models can teach themselves to use tools
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.651949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4d2ffb85-32ee-461c-9764-180cb58aa0ac · outbound
This paper cites Towards tool use alignment of large language models.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Towards tool use alignment of large language models
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.646727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0a904cfe-5162-4bcb-82e0-af2c68fae687 · outbound
This paper cites Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.644404Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5433f981-3ed6-464b-85d4-62c57059a717 · outbound
This paper cites Gpt4tools: Teaching large language model to use tools via self-instruction.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Gpt4tools: Teaching large language model to use tools via self-instruction
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.639429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 36eb535c-b9c2-496b-a693-86b75681da94 · outbound
This paper cites Tool learning with large language models: A survey.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Tool learning with large language models: A survey
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.637512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f19c21dc-2aea-4d11-bdce-2f0d8032c37b · outbound
This paper cites Chameleon: Plug-and-play compositional reasoning with large language models.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Chameleon: Plug-and-play compositional reasoning with large language models
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.634448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c970e881-852f-44a6-9bbf-92ba3fad6c42 · outbound
This paper cites TOOLVERIFIER: Generalization to New Tools via Self-Verification.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration TOOLVERIFIER: Generalization to New Tools via Self-Verification
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.779005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a85f7b59-8027-4ca4-999f-c999ad9e2741 · outbound
This paper cites Confucius: Iterative tool learning from introspection feedback by easy-to- difficult curriculum.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Confucius: Iterative tool learning from introspection feedback by easy-to- difficult curriculum
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.630910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6d5f99a9-8a75-4227-a331-e6f78a001849 · outbound
This paper cites Multi-agent systems: A survey about its components, framework and workflow.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Multi-agent systems: A survey about its components, framework and workflow
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.626977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c59fe257-3a98-47cd-8b17-83e512a93ad4 · outbound
This paper cites AI Agents: Evolution, Architecture, and Real-World Applications.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration AI Agents: Evolution, Architecture, and Real-World Applications
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.817222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cb8cb882-bc56-4a44-8833-a683d9ed410a · outbound
This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Multi-Agent Collaboration Mechanisms: A Survey of LLMs
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T08:13:01.810182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9cc5db80-1a6f-475c-b2a7-0c2cf04da291 · outbound
This paper cites AppAgentX: Evolving GUI Agents as Proficient Smartphone Users.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration AppAgentX: Evolving GUI Agents as Proficient Smartphone Users
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.829152Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c44d4e36-7464-4e7a-9e45-03b79ba29b23 · outbound
This paper cites Exploring Autonomous Agents through the Lens of Large Language Models: A Review.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Exploring Autonomous Agents through the Lens of Large Language Models: A Review
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.785287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 473a2f24-a5ff-465e-b1c5-a7d6deb4ca5e · outbound
This paper cites Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.738682Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d2404548-9887-4855-b97b-594b58f528a4 · outbound
This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Reference 16
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T08:13:01.797993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1eb59353-be3e-4540-8dc7-9385578b1eb7 · outbound
This paper cites ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.841367Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 188c92f7-efcf-4058-aa81-2186746c035b · outbound
This paper cites ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.852681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 82b635d8-226c-459e-a0a1-8fff98bb4b1b · outbound
This paper cites Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.731963Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 95f5dec6-840a-4a30-adcd-b8d76d987709 · outbound
This paper cites LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.717666Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b4cd9fc7-029d-4e5e-8f30-90d903efbb44 · outbound
This paper cites Can graph learning improve planning in llm-based agents? InThe Thirty-eighth Annual Conference on Neural Information Processing Systems.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Can graph learning improve planning in llm-based agents? InThe Thirty-eighth Annual Conference on Neural Information Processing Systems
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.914264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0602e49b-c94f-4c1a-94d6-d08e0e0e08b2 · outbound
This paper cites EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.823851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 255c97c4-7ac7-4d4f-9b58-020a36127ad2 · outbound
This paper cites Concise and Precise Context Compression for Tool-Using Language Models.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Concise and Precise Context Compression for Tool-Using Language Models
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.709887Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 41021a20-68a5-4910-9b7c-a6b8cefbb596 · outbound
This paper cites Small LLMs Are Weak Tool Learners: A Multi-LLM Agent.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Small LLMs Are Weak Tool Learners: A Multi-LLM Agent
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.846888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6ea25043-2151-468b-bd70-ddf6a45a56d4 · outbound
This paper cites Making Language Models Better Tool Learners with Execution Feedback.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Making Language Models Better Tool Learners with Execution Feedback
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.771966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3ce31813-974c-4a11-a36d-0cdc208cd3b9 · outbound
This paper cites ToolFactory: Automating Tool Generation by Leveraging LLM to Understand REST API Documentations.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration ToolFactory: Automating Tool Generation by Leveraging LLM to Understand REST API Documentations
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.758674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 72c6a8c7-b55b-4c25-a3bf-c7644299bcdd · outbound
This paper cites Re- act: Synergizing reasoning and acting in language models.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Re- act: Synergizing reasoning and acting in language models
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.910930Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2a4b3b5a-0d0c-46e8-af1d-c60408dc9f95 · outbound
This paper cites Reflexion: Language agents with verbal reinforcement learning.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Reflexion: Language agents with verbal reinforcement learning
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.906590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b3498a46-933e-4176-9d60-4cb5a2a5c0ca · outbound
This paper cites Tree of thoughts: Deliberate problem solving with large language models.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Tree of thoughts: Deliberate problem solving with large language models
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.903296Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d9a52f4c-c40d-45ee-8eb4-cb122460191b · outbound
This paper cites Controlllm: Augment language models with tools by searching on graphs.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Controlllm: Augment language models with tools by searching on graphs
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.899500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d49380dc-c2b5-4948-bc4f-91e6d8cb098d · outbound
This paper cites Graph of thoughts: Solving elaborate problems with large language models.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Graph of thoughts: Solving elaborate problems with large language models
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.896060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2a1bf422-0f21-4963-9040-2b4a0b6f40a3 · outbound
This paper cites Inductive representation learning on large graphs.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Inductive representation learning on large graphs
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.892405Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 949c7d85-62b9-47fb-9255-3c0781666f33 · outbound
This paper cites Link prediction based on graph neural networks.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Link prediction based on graph neural networks
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.886812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 49e4a10b-e26f-4124-bf47-437c667b8bed · outbound
This paper cites Graph neural networks: A review of methods and applications.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Graph neural networks: A review of methods and applications
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.883126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 857ac5db-3986-4f75-bddc-7d8e18594f4b · outbound
This paper cites An analysis of alpha-beta pruning.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration An analysis of alpha-beta pruning
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.879830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5088b426-fe43-46ee-9afb-ea51ffd4bc47 · outbound
This paper cites Optimization by simulated annealing.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Optimization by simulated annealing
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.872571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 48f986c5-1fdb-4bac-abae-cdb8b17cf55b · outbound
This paper cites Genetic algorithms in machine learning.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Genetic algorithms in machine learning
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.868621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dbee5958-f76d-4e3a-ae8c-9eb264c3da18 · outbound
This paper cites API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T08:13:01.834735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f6ea4b6c-6e53-4924-8c0c-43abbee936be · outbound
This paper cites Qwen2.5 Technical Report.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Qwen2.5 Technical Report
Reference 39
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T08:13:01.724648Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e14f5102-d122-44dd-aae5-ab66a49c0be9 · outbound
This paper cites Qwen2.5-32B: Leveraging Self-Consistent Tool-Integrated Reasoning for Bengali Mathematical Olympiad Problem Solving.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Qwen2.5-32B: Leveraging Self-Consistent Tool-Integrated Reasoning for Bengali Mathematical Olympiad Problem Solving
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T08:13:01.802397Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a3d27067-6a04-4760-858b-7fab27669675 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 41
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T08:13:01.751838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b6ad7a58-f97f-4faa-b0c8-d62d8f6eb823 · outbound
This paper cites DeepSeek-V3 Technical Report.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration DeepSeek-V3 Technical Report
Reference 42
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T08:13:01.791352Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 24596422-fbbc-41c9-a7b0-9ab88149fff1 · outbound
This paper cites GPT-4o System Card.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration GPT-4o System Card
Reference 43
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T08:13:01.764581Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b34341cc-4dc9-44ea-b722-cf12b91c52a2 · outbound
This paper cites Convolutional neural networks for medical image analysis: Full training or fine tuning? IEEE transactions on medical imaging, 35(5):1299–1312.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Convolutional neural networks for medical image analysis: Full training or fine tuning? IEEE transactions on medical imaging, 35(5):1299–1312
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.865290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 83c175c8-6190-4f9d-bd59-2e8746739c86 · outbound
This paper cites Deepspeed: System optimizations enable training deep learning models with over 100 billion parameters.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Deepspeed: System optimizations enable training deep learning models with over 100 billion parameters
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.856929Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a70f1417-423a-4906-98b4-d300328fbdc6 · outbound
This paper cites analysis.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration analysis
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.852131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2f4ab501-1fce-4aa5-95ed-4ffa93bab994 · outbound
This paper cites analysis.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration analysis
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.849113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7498d29c-4602-4a86-9f62-c80bb204098a · outbound
This paper cites "action.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration "action
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.838507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f2907b49-87cb-4503-90d4-4f9e33f07727 · outbound
This paper cites No data integrity issues detected.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration No data integrity issues detected
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.835722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 36704e7f-ff02-4668-bd82-5f16a32267c7 · outbound
This paper cites The specific problem addressed by this action is to determine if Beijing is located within China.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration The specific problem addressed by this action is to determine if Beijing is located within China
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.832407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 32b1033b-5d6a-44f9-a7a0-0084a17eea2d · outbound
This paper cites action".
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration action"
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.829492Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6b2e271d-440c-4a6c-9806-63aae6d463c5 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.826478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b296fabb-8275-476d-a8b9-b9d19766e1d5 · outbound
This paper cites analysis.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration analysis
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.823538Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 81ea8edd-8d52-4f18-ae00-27880de6cbc0 · outbound
This paper cites Second Round: Intent Analysis.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Second Round: Intent Analysis
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.816112Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3f40eb45-d9f2-41df-80ce-e39e72dce6eb · outbound
This paper cites action".
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration action"
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.812827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 65bfaa1d-e593-4c11-9d05-12ff31360f1e · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.809276Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fd6d43b2-ae8b-4d9b-9742-6ba8ca09b14d · outbound
This paper cites • All input values must originate from either: Explicitly stated in the question context Generated by previous API outputs (no synthetic values).
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration • All input values must originate from either: Explicitly stated in the question context Generated by previous API outputs (no synthetic values)
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.801592Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5af971a9-81d4-4fd0-ab7d-b05536c17df7 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.842761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d1578dc9-5245-49fd-98fd-4a06f9e2a306 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.797456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 746491ba-e9ae-4f53-9e86-8299814e61f0 · outbound
This paper cites query".
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration query"
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.793684Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation eb58c8dd-6055-401b-a6ac-b7735aee5398 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.784333Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c136f611-a44a-4854-be83-3ad5d5c3d37e · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.780337Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e86b05c5-b5fd-42ae-8c9c-e7d82d4b1083 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.776594Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 848575ba-69ae-4145-8330-5e15b9b2a1bd · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 64
- Resolution
- parse uncertain
- raw_fallback, observed 2026-05-19T08:13:02.771676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 91e3086f-6176-4bcb-b294-283ad504ca61 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.767598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dfe2722c-fad8-4341-8bec-4b415bbb706b · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.763958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 89eede8e-18d4-4f54-9a33-e63e7ef7d54b · outbound
This paper cites dependency_rank.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration dependency_rank
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.760647Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f2fbf5e7-93da-4b55-9e88-8b35970910f1 · outbound
This paper cites "analysis.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration "analysis
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.756807Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c706c1f4-5b47-4c85-92ac-290fd4070876 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.753033Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e1b9f1e2-013f-43f6-8ad2-a1e3ecbd6e93 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.749669Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 11799d2e-242a-4343-b2dc-b02965e266c4 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.746338Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 940948f7-db36-4f1a-ba45-0a793ba30434 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.788955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 79ba6e65-5181-4a04-9720-583a72e95c7a · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.742943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f89b2765-dd66-4f98-806c-b1330bba0e98 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.739452Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation da5a2089-e6ce-4e5e-8f68-9d8970cfd5cb · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.736044Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6fdd11ca-37f0-4595-a51e-48d799393854 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 76
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.805678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 90d5d77d-7b9b-4aea-98e3-51856b7b4558 · outbound
This paper cites User input:{user_input}\nPlease generate the final response based on the following data: {observation} : Requirements.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration User input:{user_input}\nPlease generate the final response based on the following data: {observation} : Requirements
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.732766Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 43954eea-00bc-477b-9167-aa6f313a3990 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 78
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.729449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9bc91ca9-ad3b-4275-9c10-610431565553 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 79
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.725678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5da67c83-2122-48b8-9add-b173dccfd21a · outbound
This paper cites They achieve automated emulation of API chains through standardized JSON responses.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration They achieve automated emulation of API chains through standardized JSON responses
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.819296Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3a7f3b13-6c5d-447d-b7d1-24bf94fbbd78 · outbound
This paper cites status".
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration status"
Reference 81
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.721426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 86316d1e-5c5c-414e-b0af-8b3bab8b7731 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 82
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.717090Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 00a65ff8-e661-4056-828b-ea1a37071e9b · outbound
This paper cites status".
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration status"
Reference 83
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.713076Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6fea7a8b-b93b-42cd-9dcb-9186d0784bc4 · outbound
This paper cites Strictly adhere to the parameter records of the API call chain to return only the queried and existent original parameter values.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Strictly adhere to the parameter records of the API call chain to return only the queried and existent original parameter values
Reference 84
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.708593Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7bd38674-c89f-459c-aef8-ea56530fc7a6 · outbound
This paper cites param-cuisines_1 -> "").
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration param-cuisines_1 -> "")
Reference 85
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.703583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 94395856-c8e1-4886-b7c2-013e5fcc9595 · outbound
This paper cites patient_id:[value] cuisine:[value].
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration patient_id:[value] cuisine:[value]
Reference 86
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.699057Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d522840c-c4b8-4039-8e8f-db5c22181984 · outbound
This paper cites - Be aware of potential discrepancies: API names/parameter formats may differ from actual implementations.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration - Be aware of potential discrepancies: API names/parameter formats may differ from actual implementations
Reference 87
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.687174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 71d8ea50-b549-4c5b-8bf5-c22c24ac1103 · outbound
This paper cites - Focus on logical coherence rather than exact matching.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration - Focus on logical coherence rather than exact matching
Reference 88
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.845971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation df2030de-8bcf-417a-b376-94550e34fcba · outbound
This paper cites Execution Errors: * Returns error codes (e.g., 5xx) or invalid responses.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Execution Errors: * Returns error codes (e.g., 5xx) or invalid responses
Reference 89
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.682801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c9694cf9-a8b1-4528-9ad3-a1030b620c67 · outbound
This paper cites Missing Key Information: * Lacks necessary data items or explanation steps.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Missing Key Information: * Lacks necessary data items or explanation steps
Reference 90
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.679038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 65e2fbf7-4268-4443-a17e-5c0f40b3beb5 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 91
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.675461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7be3befb-7cf6-4ec6-a361-dcf743305013 · outbound
This paper cites - Output provides a sufficient amount of information.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration - Output provides a sufficient amount of information
Reference 92
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.860653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1e365b6a-1662-41db-be5e-8c6dff934b6a · outbound
This paper cites * Output results are accurate and effective.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration * Output results are accurate and effective
Reference 93
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.672379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 42b24635-49a5-4f6e-a499-6c770b7d70a0 · outbound
This paper cites * Returned results do not support the answer.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration * Returned results do not support the answer
Reference 94
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-19T08:13:02.667953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ef8a71e9-86eb-48dd-91eb-a7a23868a6b5 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 95
- Resolution
- parse uncertain
- raw_fallback, observed 2026-05-19T08:13:02.664669Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 12074885-40b5-44f8-a74e-b180cc021793 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 96
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.875949Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a26bf9f0-28f9-499d-9d7f-a0a449855758 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 97
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.661011Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9e2cbd5a-8935-4988-a773-9cb158670181 · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 98
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.657804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 274025ce-b4b6-4fa4-a51a-dd6e8178673d · outbound
This paper cites an unresolved cited work.
NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration Unresolved cited work
Reference 99
- Resolution
- unresolved
- raw_fallback, observed 2026-05-19T08:13:02.654434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
Observation 83e9e180-f85b-490a-973c-f2c0d808f627 · inbound
Experience-Evolving Multi-Turn Tool-Use Agent with Hybrid Episodic-Procedural Memory cites this paper.
Experience-Evolving Multi-Turn Tool-Use Agent with Hybrid Episodic-Procedural Memory NaviAgent: Bilevel Planning on Tool Navigation Graph for Large-Scale Orchestration
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T18:03:37.107519Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.