Xinyu Zhao

Venues

Frequent coauthors

Papers

1. Demystify the Role of Memory in Machine Learning Engineering Agents
   ACL 2026 · Xinyu Zhao
2. Dialogue is Better Than Monologue: Instructing Meidcal LLMs via Strategic Conversations
   EACL 2026 ·

   Zijie Liu

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3. Learning Flexible Large Multimodal Models with Arbitrary Modality Combinations
   ACL 2026 · Xinyu Zhao
4. Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction
   ACL 2026 ·

   Xu Shen

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5. Two Heads Are Better than One: Distilling Large Language Model Features into Small Models with Feature Decomposition and Mixture
   AAAI 2026 ·

   Tianhao Fu

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6. Vulnerability-Aware Robust Multimodal Adversarial Training
   AAAI 2026 ·

   Junrui Zhang

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7. Bit-Flip Error Resilience in LLMs: A Comprehensive Analysis and Defense Framework
   EMNLP 2025 ·

   Yuhang Chen

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8. BrainMAP: Learning Multiple Activation Pathways in Brain Networks
   AAAI 2025 ·

   Song Wang

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9. CTSG: Integrating Context and Way Topology Into Scene Graph for Zero-shot Navigation
   IROS 2025 ·

   Ruifei Ma

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10. ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models
    NeurIPS 2025 ·

    Liyan Tang

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11. Convex Combination Star Shape Prior for Data-driven Image Semantic Segmentation
    CVPR 2025 · Xinyu Zhao
12. GraphRCG: Self-Conditioned Graph Generation
    CIKM 2025 ·

    Song Wang

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13. GuideLLM: Exploring LLM-Guided Conversation with Applications in Autobiography Interviewing
    NAACL 2025 ·

    Jinhao Duan

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14. SABPI-Net: A Novel Structure-Aware Network for Accurate and Domain-Invariant Retinopathy of Prematurity Diagnosis
    MICCAI 2025 ·

    Shaobin Chen

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15. Task-Aware Resolution Optimization for Visual Large Language Models
    EMNLP 2025 ·

    Weiqing Luo

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16. To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
    ICLR 2025 ·

    Zayne Rea Sprague

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17. Towards Stabilized and Efficient Diffusion Transformers Through Long-Skip-Connections With Spectral Constraints
    ICCV 2025 ·

    Guanjie Chen

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18. UQ-Merge: Uncertainty Guided Multimodal Large Language Model Merging
    ACL 2025 ·

    Huaizhi Qu

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19. Understanding Synthetic Context Extension via Retrieval Heads
    ICML 2025 · Xinyu Zhao
20. Enhancing Baidu Multimodal Advertisement with Chinese Text-to-Image Generation via Bilingual Alignment and Caption Synthesis
    SIGIR 2024 ·

    Kang Zhao

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21. Learning to Refine with Fine-Grained Natural Language Feedback
    EMNLP 2024 ·

    Manya Wadhwa

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22. MoE-RBench: Towards Building Reliable Language Models with Sparse Mixture-of-Experts
    ICML 2024 ·

    Guanjie Chen

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23. Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild
    NeurIPS 2024 · Xinyu Zhao
24. Multi-Stage Refined Visual Captioning for Baidu Ad Creatives Generation
    CIKM 2024 ·

    Yi Yang

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25. Scaling Vison-Language Foundation Model to 12 Billion Parameters in Baidu Dynamic Image Advertising
    CIKM 2024 · Xinyu Zhao
26. Sparse MoE with Language Guided Routing for Multilingual Machine Translation
    ICLR 2024 · Xinyu Zhao