Yi Chen

Employment

• State Key Laboratory of Pattern Recognition
  2021 - Present

Education

• Chinese Academy of Sciences
  2024 - Present
• University of Chinese Academy of Sciences
  2021 - 2024
• Xidian University
  2017 - 2021

Projects & Funding

Projects & funding information is unavailable.

Publications (15)

• A Synergistic Strategy for Data-Constrained Deep Learning in Materials Science
  Materials Genome Engineering Advances 2026 DOI: 10.1002/MGEA.70065
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• VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding
  Proceedings of the AAAI Conference on Artificial Intelligence 2026 DOI: 10.1609/AAAI.V40I6.42412
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• RANGER: A Monocular Zero-Shot Semantic Navigation Framework through Contextual Adaptation
  2025 DOI: 10.48550/ARXIV.2512.24212
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• ChartAgent: A Chart Understanding Framework with Tool Integrated Reasoning
  2025 DOI: 10.48550/ARXIV.2512.14040
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• MR-Align: Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models
  2025 DOI: 10.48550/ARXIV.2510.24794
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• MeteorPred: A Meteorological Multimodal Large Model and Dataset for Severe Weather Event Prediction
  2025 DOI: 10.48550/ARXIV.2508.06859
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• Recognition of Online Handwritten Chinese Texts in Any Writing Direction via Stroke Classification Based Over-Segmentation
  Lecture Notes in Computer Science 2025 DOI: 10.1007/978-3-031-78183-4_24
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• The Evolution of Video Anomaly Detection: A Unified Framework from DNN to MLLM
  2025 DOI: 10.48550/ARXIV.2507.21649
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• The Hitchhiker's Guide to Autonomous Research: A Survey of Scientific Agents
  2025 DOI: 10.36227/TECHRXIV.175459840.02185500/V1
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• VAGU & GtS: LLM-Based Benchmark and Framework for Joint Video Anomaly Grounding and Understanding
  2025 DOI: 10.48550/ARXIV.2507.21507
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