Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Tongyi DeepResearch Technical Report
As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 82 inbound Pith citation observations for arXiv:2510.24701.
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 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T15:07:59.031332Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 609b6926-a73f-4056-a915-358677818f03 · inbound
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling cites this paper.
MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling Tongyi DeepResearch Technical Report
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-05-17T21:45:17.779821Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c975f7b6-3eed-46d8-a736-edc0d3bf1b24 · inbound
EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies cites this paper.
EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies Tongyi DeepResearch Technical Report
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T05:57:24.589034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c520d8fe-118c-4f7f-8fc1-1c06b4d454eb · inbound
MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs cites this paper.
MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs Tongyi DeepResearch Technical Report
Reference 58
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T22:56:50.445481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8e4d0d81-42c9-43eb-b59f-972485bfa129 · inbound
DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent cites this paper.
DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent Tongyi DeepResearch Technical Report
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T19:46:42.737492Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f2cb952-98c1-4988-ae29-08b65fc9f9a0 · inbound
BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing? cites this paper.
BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing? Tongyi DeepResearch Technical Report
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T19:12:54.886927Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65a7683a-381c-411e-a4df-a11cecd3185a · inbound
Evaluating the Search Agent in a Parallel World cites this paper.
Evaluating the Search Agent in a Parallel World Tongyi DeepResearch Technical Report
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T17:06:19.359961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9ff210f9-52b6-4fc4-b64c-39ff2df7e87c · inbound
Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search cites this paper.
Probe-then-Plan: Environment-Aware Planning for Industrial E-commerce Search Tongyi DeepResearch Technical Report
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-05-15T10:25:26.665295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 82a9e4d0-e168-49e2-8e1d-65f0a7382e93 · inbound
Learning to Retrieve from Agent Trajectories cites this paper.
Learning to Retrieve from Agent Trajectories Tongyi DeepResearch Technical Report
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7fb158dd-ade5-4bf9-8d46-a6ae919e555c · inbound
Towards Knowledgeable Deep Research: Framework and Benchmark cites this paper.
Towards Knowledgeable Deep Research: Framework and Benchmark Tongyi DeepResearch Technical Report
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0c83af1c-02f6-4f2a-8808-1fe01ea02bc5 · inbound
Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges cites this paper.
Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges Tongyi DeepResearch Technical Report
Reference 209
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 70482908-7303-445b-8a48-f05926e44762 · inbound
Mind DeepResearch Technical Report cites this paper.
Mind DeepResearch Technical Report Tongyi DeepResearch Technical Report
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 68cca1c4-d076-4347-8d3a-504f77fb8293 · inbound
LiteResearcher: A Scalable Agentic RL Training Framework for Deep Research Agent cites this paper.
LiteResearcher: A Scalable Agentic RL Training Framework for Deep Research Agent Tongyi DeepResearch Technical Report
Reference 35
- Resolution
- verified exact
- local_arxiv, observed 2026-07-05T15:11:10.901856Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5835d2fe-7191-406a-8787-4d7647643d37 · inbound
Fine-Tuning Small Reasoning Models for Quantum Field Theory cites this paper.
Fine-Tuning Small Reasoning Models for Quantum Field Theory Tongyi DeepResearch Technical Report
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 834d7e61-ed6a-4b6e-93a5-8d4c378ddea4 · inbound
AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery cites this paper.
AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery Tongyi DeepResearch Technical Report
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9fe7653e-deae-411a-9d57-bc9bc3299b86 · inbound
Valley3: Scaling Omni Foundation Models for E-commerce cites this paper.
Valley3: Scaling Omni Foundation Models for E-commerce Tongyi DeepResearch Technical Report
Reference 59
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 589f39b0-946d-4353-85b5-77adee826d18 · inbound
LongSeeker: Elastic Context Orchestration for Long-Horizon Search Agents cites this paper.
LongSeeker: Elastic Context Orchestration for Long-Horizon Search Agents Tongyi DeepResearch Technical Report
Reference 10
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6312e085-7e5a-41d0-aeb3-616ddf0e5459 · inbound
Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale cites this paper.
Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale Tongyi DeepResearch Technical Report
Reference 68
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dab6ac1b-13df-427c-803f-0c99cfca5b73 · inbound
Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale cites this paper.
Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale Tongyi DeepResearch Technical Report
Reference 65
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T22:29:09.155288Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2faceb61-5525-4107-9ad9-148cd9eab152 · inbound
Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale cites this paper.
Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale Tongyi DeepResearch Technical Report
Reference 65
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T23:05:07.370258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5bfeadff-ce36-4b4e-b06e-7107ea3bb8bc · inbound
Towards Autonomous Business Intelligence via Data-to-Insight Discovery Agent cites this paper.
Towards Autonomous Business Intelligence via Data-to-Insight Discovery Agent Tongyi DeepResearch Technical Report
Reference 10
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ea7223da-aecc-44da-9a2d-996e6b560703 · inbound
Towards Autonomous Business Intelligence via Data-to-Insight Discovery Agent cites this paper.
Towards Autonomous Business Intelligence via Data-to-Insight Discovery Agent Tongyi DeepResearch Technical Report
Reference 10
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1034399a-2177-4179-ab76-2405df2cdd7c · inbound
HTPO: Towards Exploration-Exploitation Balanced Policy Optimization via Hierarchical Token-level Objective Control cites this paper.
HTPO: Towards Exploration-Exploitation Balanced Policy Optimization via Hierarchical Token-level Objective Control Tongyi DeepResearch Technical Report
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b4eba06b-e8c8-4f7f-8d54-4eae408026dd · inbound
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents cites this paper.
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents Tongyi DeepResearch Technical Report
Reference 17
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ae212324-c82a-473f-818c-3acfca969ced · inbound
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents cites this paper.
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents Tongyi DeepResearch Technical Report
Reference 17
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-01T13:55:46.348619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4a4ee581-82fc-4162-9658-7e8fc0ad6fe2 · inbound
CuSearch: Curriculum Rollout Sampling via Search Depth for Agentic RAG cites this paper.
CuSearch: Curriculum Rollout Sampling via Search Depth for Agentic RAG Tongyi DeepResearch Technical Report
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation debcb10e-d190-4736-96e1-d4fe35852053 · inbound
CuSearch: Curriculum Rollout Sampling via Search Depth for Agentic RAG cites this paper.
CuSearch: Curriculum Rollout Sampling via Search Depth for Agentic RAG Tongyi DeepResearch Technical Report
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 68746824-b279-4f01-862c-ff4041c7e0d0 · inbound
Learning Agentic Policy from Action Guidance cites this paper.
Learning Agentic Policy from Action Guidance Tongyi DeepResearch Technical Report
Reference 56
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation db1590f6-6ae4-476c-8f9a-b96a8c15d9cd · inbound
ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents cites this paper.
ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents Tongyi DeepResearch Technical Report
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bd3c741b-4c4e-47cd-8050-c252f24f2774 · inbound
TimelineReasoner: Advancing Timeline Summarization with Large Reasoning Models cites this paper.
TimelineReasoner: Advancing Timeline Summarization with Large Reasoning Models Tongyi DeepResearch Technical Report
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 816ff114-c8f9-4e13-a53b-2f45cf4549b5 · inbound
ViDR: Grounding Multimodal Deep Research Reports in Source Visual Evidence cites this paper.
ViDR: Grounding Multimodal Deep Research Reports in Source Visual Evidence Tongyi DeepResearch Technical Report
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f0e2ad0a-4bc4-494f-a705-70f530a2bbf5 · inbound
Scaling Retrieval-Augmented Reasoning with Parallel Search and Explicit Merging cites this paper.
Scaling Retrieval-Augmented Reasoning with Parallel Search and Explicit Merging Tongyi DeepResearch Technical Report
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c01aa772-cccc-45de-87b1-36a12a19b558 · inbound
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents cites this paper.
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents Tongyi DeepResearch Technical Report
Reference 82
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T08:56:57.433092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 078254ff-ecf8-4552-b090-1c1fc1e866db · inbound
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents cites this paper.
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents Tongyi DeepResearch Technical Report
Reference 82
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T20:23:43.271148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8500231b-207d-454d-96c1-e81ac84e29bb · inbound
Argus: Evidence Assembly for Scalable Deep Research Agents cites this paper.
Argus: Evidence Assembly for Scalable Deep Research Agents Tongyi DeepResearch Technical Report
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T18:43:38.765017Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c58ece30-626e-4bd1-8ffb-15012922fea7 · inbound
Argus: Evidence Assembly for Scalable Deep Research Agents cites this paper.
Argus: Evidence Assembly for Scalable Deep Research Agents Tongyi DeepResearch Technical Report
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T07:44:02.996765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation da382f13-bc90-461b-b3d5-58b74139c138 · inbound
Time to REFLECT: Can We Trust LLM Judges for Evidence-based Research Agents? cites this paper.
Time to REFLECT: Can We Trust LLM Judges for Evidence-based Research Agents? Tongyi DeepResearch Technical Report
Reference 50
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T10:18:11.794452Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5b9c3fa9-cf18-41ab-9428-6b854087e2e3 · inbound
Efficient Agentic Reasoning Through Self-Regulated Simulative Planning cites this paper.
Efficient Agentic Reasoning Through Self-Regulated Simulative Planning Tongyi DeepResearch Technical Report
Reference 97
- Resolution
- verified exact
- local_arxiv, observed 2026-05-22T06:34:40.988955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c8d9cab3-ae04-4ce0-94c8-eeae22722dbc · inbound
AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning cites this paper.
AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning Tongyi DeepResearch Technical Report
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T13:34:40.419461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7fdeeab1-4f4a-4731-8826-604b7ca7eca1 · inbound
VibeSearchBench: Benchmarking Long-horizon Proactive Search in the Wild cites this paper.
VibeSearchBench: Benchmarking Long-horizon Proactive Search in the Wild Tongyi DeepResearch Technical Report
Reference 2
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T13:23:28.406672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0b47dbcc-de77-4b33-94bd-f8a6804ec892 · inbound
Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling cites this paper.
Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling Tongyi DeepResearch Technical Report
Reference 27
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T08:03:14.250181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dda4e049-f471-4511-a460-3987c6c3876d · inbound
Enhancing LLM Metacognition via Cognitive Pairwise Training cites this paper.
Enhancing LLM Metacognition via Cognitive Pairwise Training Tongyi DeepResearch Technical Report
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-06-28T19:02:33.916799Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 44e285c9-dbe7-449c-b9e3-40da58f07dd3 · inbound
Deep Research as Rubric for Reinforcement Learning cites this paper.
Deep Research as Rubric for Reinforcement Learning Tongyi DeepResearch Technical Report
Reference 27
- Resolution
- verified exact
- local_arxiv, observed 2026-06-28T17:22:25.234975Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 667732cb-4b61-4107-8160-2ed1019c316b · inbound
CAREAgent: Clinical Agent with Structured Reasoning and Tool-Integrated for Order Generation cites this paper.
CAREAgent: Clinical Agent with Structured Reasoning and Tool-Integrated for Order Generation Tongyi DeepResearch Technical Report
Reference 4
- Resolution
- malformed identifier
- local_arxiv, observed 2026-07-01T20:46:14.134439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 51bf1f54-a9ce-474a-bb9f-1536d6341df6 · inbound
Harness-1: Reinforcement Learning for Search Agents with State-Externalizing Harnesses cites this paper.
Harness-1: Reinforcement Learning for Search Agents with State-Externalizing Harnesses Tongyi DeepResearch Technical Report
Reference 104
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T23:26:22.076290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6dcb1cd8-33b5-47a4-b373-d104377af6e7 · inbound
Rethinking Continual Experience Internalization for Self-Evolving LLM Agents cites this paper.
Rethinking Continual Experience Internalization for Self-Evolving LLM Agents Tongyi DeepResearch Technical Report
Reference 29
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-02T07:56:47.815426Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4e4ca696-372d-4f9f-a3b5-5b0a73c727c2 · inbound
Search-Time Contamination in Deep Research Agents: Measuring Performance Inflation in Public Benchmark Evaluation cites this paper.
Search-Time Contamination in Deep Research Agents: Measuring Performance Inflation in Public Benchmark Evaluation Tongyi DeepResearch Technical Report
Reference 4
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-02T08:16:47.668779Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0f9fd99e-35b9-4c0f-9dd4-26d2b108ab25 · inbound
Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking cites this paper.
Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking Tongyi DeepResearch Technical Report
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-02T16:47:10.189573Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 19683324-04b6-4610-b752-dbcf3b60dc87 · inbound
PBSD: Privileged Bayesian Self-Distillation for Long-Horizon Credit Assignment cites this paper.
PBSD: Privileged Bayesian Self-Distillation for Long-Horizon Credit Assignment Tongyi DeepResearch Technical Report
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T00:17:28.927158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d41e2f70-1e2a-4bb4-982c-1fc5d55cb135 · inbound
PBSD: Privileged Bayesian Self-Distillation for Long-Horizon Credit Assignment cites this paper.
PBSD: Privileged Bayesian Self-Distillation for Long-Horizon Credit Assignment Tongyi DeepResearch Technical Report
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T14:37:28.660097Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3509f98b-0b8c-400e-a1a3-d0913ef97f4e · inbound
Divide and Cooperate: Role-Decomposed Multi-Agent LLM Training with Cross-Agent Learning Signals cites this paper.
Divide and Cooperate: Role-Decomposed Multi-Agent LLM Training with Cross-Agent Learning Signals Tongyi DeepResearch Technical Report
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T03:57:38.334831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation deee4dd3-f63a-4c0f-ba89-a7c9013b6840 · inbound
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement cites this paper.
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Tongyi DeepResearch Technical Report
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-06-27T09:40:47.108703Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dbe8c029-9fcb-4050-8c74-b33266a5f6b1 · inbound
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents cites this paper.
FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents Tongyi DeepResearch Technical Report
Reference 16
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T10:27:56.446465Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e0cda5a0-86c8-4ecb-a6e5-7d3af1799328 · inbound
EvoBrowseComp: Benchmarking Search Agents on Evolving Knowledge cites this paper.
EvoBrowseComp: Benchmarking Search Agents on Evolving Knowledge Tongyi DeepResearch Technical Report
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T14:28:31.888066Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3d5f8ba7-42dd-4d0e-a4d5-29f0d51ecc13 · inbound
Agents-K1: Towards Agent-native Knowledge Orchestration cites this paper.
Agents-K1: Towards Agent-native Knowledge Orchestration Tongyi DeepResearch Technical Report
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T15:18:33.902405Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation af45b247-ba02-40bb-bc37-64898a1e49b5 · inbound
Agents-K1: Towards Agent-native Knowledge Orchestration cites this paper.
Agents-K1: Towards Agent-native Knowledge Orchestration Tongyi DeepResearch Technical Report
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T11:24:38.401421Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 62b01b96-4ec5-44a7-965f-0d3ef4e59472 · inbound
Agents-K1: Towards Agent-native Knowledge Orchestration cites this paper.
Agents-K1: Towards Agent-native Knowledge Orchestration Tongyi DeepResearch Technical Report
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:40:47.666012Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4aa9a94c-7ef8-48cd-bd0c-9737fd9a266a · inbound
ICBCBench: An Industry Consortium Benchmark for Financial Deep Research cites this paper.
ICBCBench: An Industry Consortium Benchmark for Financial Deep Research Tongyi DeepResearch Technical Report
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T23:19:04.054486Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 884769a6-d247-40c1-aec7-e71962ba266a · inbound
Deep Research in Physical Sciences: A Multi-Agent Framework and Comprehensive Benchmark cites this paper.
Deep Research in Physical Sciences: A Multi-Agent Framework and Comprehensive Benchmark Tongyi DeepResearch Technical Report
Reference 49
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T02:49:24.251472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8dbebbf0-98fb-475d-9b0b-9f1ba08bc228 · inbound
SAGE-OPD: Selective Agent-Guided Intervention for Multi-Turn On-Policy Distillation cites this paper.
SAGE-OPD: Selective Agent-Guided Intervention for Multi-Turn On-Policy Distillation Tongyi DeepResearch Technical Report
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T01:19:21.983520Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 38474638-96de-484d-bc1b-c76ed6fa390a · inbound
BioInsight: Multi-Agent Orchestration for Interactive Biomedical Knowledge Discovery cites this paper.
BioInsight: Multi-Agent Orchestration for Interactive Biomedical Knowledge Discovery Tongyi DeepResearch Technical Report
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-06-26T14:59:31.836672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2aabea5a-a08e-4bb6-ba8f-8fa478e7eb97 · inbound
ChartWalker: Benchmarking the Cross-Chart RAG Task with Hierarchical Knowledge Graphs cites this paper.
ChartWalker: Benchmarking the Cross-Chart RAG Task with Hierarchical Knowledge Graphs Tongyi DeepResearch Technical Report
Reference 51
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-04T12:49:52.132715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 379c1271-2558-4298-9bf4-919ffbcaad19 · inbound
Yuvion LLM: An Adversarially-Aware Large Language Model for Content And AI Safety cites this paper.
Yuvion LLM: An Adversarially-Aware Large Language Model for Content And AI Safety Tongyi DeepResearch Technical Report
Reference 33
- Resolution
- verified exact
- local_arxiv, observed 2026-06-29T00:52:55.779417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ce7e3858-b3bb-4563-b5e3-b189b0722d47 · inbound
PIXELRAG: Web Screenshots Beat Text for Retrieval-Augmented Generation cites this paper.
PIXELRAG: Web Screenshots Beat Text for Retrieval-Augmented Generation Tongyi DeepResearch Technical Report
Reference 37
- Resolution
- verified exact
- local_arxiv, observed 2026-06-30T11:34:37.663257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 00f26dd7-86ef-4367-8b17-b2ba6200b054 · inbound
One Reflection Is Not Enough: Self-Correcting Autonomous Research via Multi-Hypothesis Failure Attribution cites this paper.
One Reflection Is Not Enough: Self-Correcting Autonomous Research via Multi-Hypothesis Failure Attribution Tongyi DeepResearch Technical Report
Reference 96
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T05:45:25.064380Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c533f4ab-bbc7-48cf-85db-7548896a4a17 · inbound
SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search cites this paper.
SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search Tongyi DeepResearch Technical Report
Reference 42
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-01T09:55:41.035042Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c18924d6-2ee5-44f9-a414-2311ab227855 · inbound
UNIBROWSE: A Data-to-Agent Framework for Multimodal BrowseComp cites this paper.
UNIBROWSE: A Data-to-Agent Framework for Multimodal BrowseComp Tongyi DeepResearch Technical Report
Reference 89
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T10:51:16.019022Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4caaa50-066d-4e56-874a-adaea3139103 · inbound
ToFu: A White-Box, Token-Efficient Agent Harness for Researchers cites this paper.
ToFu: A White-Box, Token-Efficient Agent Harness for Researchers Tongyi DeepResearch Technical Report
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T05:42:00.932045Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43f0ca90-fb46-4ef8-a925-f784b217cc36 · inbound
Analogical Deep Research: Retrieving and Integrating Historical Analogies for Foresight Analysis cites this paper.
Analogical Deep Research: Retrieving and Integrating Historical Analogies for Foresight Analysis Tongyi DeepResearch Technical Report
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T04:46:39.355968Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dd274b2-41b4-4893-bfd7-fbfea6ab602e · inbound
TRACE: Turn-level Reward Assignment via Credit Estimation for Long-Horizon Agents cites this paper.
TRACE: Turn-level Reward Assignment via Credit Estimation for Long-Horizon Agents Tongyi DeepResearch Technical Report
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:10:51.602824Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdf84b89-5ddf-4f1a-94be-51185e201184 · inbound
ToolAnchor: Anchoring Counterfactual Context to Boost Agentic Tool-use Capability cites this paper.
ToolAnchor: Anchoring Counterfactual Context to Boost Agentic Tool-use Capability Tongyi DeepResearch Technical Report
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T06:36:47.940255Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07befb56-ee8e-43e1-b4e8-9446c3d4a697 · inbound
LegalCiteTrust: Benchmarking Citation Trustworthiness in Chinese Long-Form Legal Research Reports cites this paper.
LegalCiteTrust: Benchmarking Citation Trustworthiness in Chinese Long-Form Legal Research Reports Tongyi DeepResearch Technical Report
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T09:12:24.021141Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5be8fb2-aaf5-4d33-8d07-3b0929b632d1 · inbound
AREX: Towards a Recursively Self-Improving Agent for Deep Research cites this paper.
AREX: Towards a Recursively Self-Improving Agent for Deep Research Tongyi DeepResearch Technical Report
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T07:26:20.784858Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 104dc9ab-a7c4-47e0-bea9-1dd8e09a33ac · inbound
AREX: Towards a Recursively Self-Improving Agent for Deep Research cites this paper.
AREX: Towards a Recursively Self-Improving Agent for Deep Research Tongyi DeepResearch Technical Report
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T07:26:20.887789Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7453dae-fcbc-43a5-958c-fa02955bffe7 · inbound
SearchArt: Training Long-Horizon Search Agent with Scalable Synthetic and Verified Task cites this paper.
SearchArt: Training Long-Horizon Search Agent with Scalable Synthetic and Verified Task Tongyi DeepResearch Technical Report
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T03:45:20.197380Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b37181d-a115-4181-a3c0-aa761fb2470e · inbound
Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents cites this paper.
Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents Tongyi DeepResearch Technical Report
Reference 196
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T14:04:46.657571Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80de1455-fdc2-45c2-969b-4b907a8d1022 · inbound
SearchMaster: Grounded and Regulated Self-Play for Search Agents cites this paper.
SearchMaster: Grounded and Regulated Self-Play for Search Agents Tongyi DeepResearch Technical Report
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T15:07:59.031332Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6156d0b1-7115-4cc6-a645-5b8086211d63 · inbound
Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents cites this paper.
Diagnosing Search Behavior and Failure Modes in Long-Horizon Search Agents Tongyi DeepResearch Technical Report
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:27:16.681335Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 042f8e17-78e9-4113-bbcb-6355ffae274c · inbound
Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents cites this paper.
Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents Tongyi DeepResearch Technical Report
Reference 125
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T15:12:55.836079Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f2d31c4-0d32-4de8-9516-11b187773b0f · inbound
Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents cites this paper.
Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents Tongyi DeepResearch Technical Report
Reference 192
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T15:12:56.029564Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 635dcb0e-469e-4277-af42-37fa7bfef9cc · inbound
Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent cites this paper.
Video-DeepResearch: Towards the Next-Generation Multimodal Deepresearch Agent Tongyi DeepResearch Technical Report
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T04:44:29.189555Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc41c385-6f6e-45ac-9c27-505fb56a10a5 · inbound
State2State: Environment-Derived Mid-Training for LLM Agents cites this paper.
State2State: Environment-Derived Mid-Training for LLM Agents Tongyi DeepResearch Technical Report
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:40:40.696250Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68a56fe4-02ba-44ae-b528-cdfd80d46fca · inbound
CommitKV: Lifecycle-Aware KV Cache Compression via Commit Transitions for Multi-Turn Agents cites this paper.
CommitKV: Lifecycle-Aware KV Cache Compression via Commit Transitions for Multi-Turn Agents Tongyi DeepResearch Technical Report
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:50:50.942855Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.