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Junfeng Zhao

Peking University, Beijing, China

18 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1268-5006 ↗

Venues

ACL ×6AAAI ×3NeurIPS ×3ICML ×2EMNLP ×1ICDE ×1ICLR ×1SIGKDD ×1

Frequent coauthors

Yongxin Xu
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Xinke Jiang
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Hongxin Ding
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Xinyu Ma
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Chaohe Zhang
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Zhibang Yang
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Yue Fang
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Rihong Qiu
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Ruizhe Zhang
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Chu Xu
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Jiahe Song
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Zhihao Yu
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Papers

  1. Beyond Imputation: A Semantic Unification Framework for Data and its Missingness in Multimodal Healthcare Analytics
    ICDE 2026 ·
    Chaohe Zhang
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  2. DFAMS: Dynamic-flow guided Federated Alignment based Multi-prototype Search
    ACL 2026 ·
    Zhibang Yang
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  3. ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs
    ACL 2026 ·
    Hongxin Ding
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  4. Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance
    AAAI 2026 ·
    Yue Fang
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  5. 3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
    EMNLP 2025 ·
    Hongxin Ding
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  6. DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing
    ICLR 2025 ·
    Xinyu Ma
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  7. DearLLM: Enhancing Personalized Healthcare via Large Language Models-Deduced Feature Correlations
    AAAI 2025 ·
    Yongxin Xu
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  8. Efficient Graph Continual Learning via Lightweight Graph Neural Tangent Kernels-based Dataset Distillation
    ICML 2025 ·
    Rihong Qiu
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  9. HyKGE: A Hypothesis Knowledge Graph Enhanced RAG Framework for Accurate and Reliable Medical LLMs Responses
    ACL 2025 ·
    Xinke Jiang
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  10. KnowPO: Knowledge-Aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models
    AAAI 2025 ·
    Ruizhe Zhang
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  11. MODEL SHAPLEY: Find Your Ideal Parameter Player via One Gradient Backpropagation
    NeurIPS 2025 ·
    Chu Xu
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  12. Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
    ACL 2025 ·
    Yongxin Xu
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  13. TC-RAG: Turing-Complete RAG's Case study on Medical LLM Systems
    ACL 2025 ·
    Xinke Jiang
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  14. ITAKE: Interactive Unstructured Text Annotation and Knowledge Extraction System with LLMs and ModelOps
    ACL 2024 ·
    Jiahe Song
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  15. Parameter Efficient Quasi-Orthogonal Fine-Tuning via Givens Rotation
    ICML 2024 ·
    Xinyu Ma
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  16. ProtoMix: Augmenting Health Status Representation Learning via Prototype-based Mixup
    SIGKDD 2024 ·
    Yongxin Xu
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  17. RAGraph: A General Retrieval-Augmented Graph Learning Framework
    NeurIPS 2024 ·
    Xinke Jiang
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  18. SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction
    NeurIPS 2024 ·
    Zhihao Yu
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