Xinke Jiang

Venues

Frequent coauthors

Papers

1. Adaptive Frequency Pathways for Spatiotemporal Forecasting
   AAAI 2026 ·

   Yanjun Qin

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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. Task-Aware Retrieval Augmentation for Dynamic Recommendation
   AAAI 2026 ·

   Zhen Tao

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5. Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance
   AAAI 2026 ·

   Yue Fang

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6. Trust Within? Seek Beyond? Knowledge Boundary Aware Policy Optimization for Agentic Search
   ACL 2026 ·

   Tao Feng

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7. 3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
   EMNLP 2025 ·

   Hongxin Ding

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8. DearLLM: Enhancing Personalized Healthcare via Large Language Models-Deduced Feature Correlations
   AAAI 2025 ·

   Yongxin Xu

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9. Efficient Graph Continual Learning via Lightweight Graph Neural Tangent Kernels-based Dataset Distillation
   ICML 2025 ·

   Rihong Qiu

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10. Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
    SIGKDD 2025 ·

    Yuchen Fang

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11. GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation
    NAACL 2025 ·

    Runchuan Zhu

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12. HyKGE: A Hypothesis Knowledge Graph Enhanced RAG Framework for Accurate and Reliable Medical LLMs Responses
    ACL 2025 · Xinke Jiang
13. KnowPO: Knowledge-Aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models
    AAAI 2025 ·

    Ruizhe Zhang

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14. MODEL SHAPLEY: Find Your Ideal Parameter Player via One Gradient Backpropagation
    NeurIPS 2025 ·

    Chu Xu

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15. Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning
    ACL 2025 ·

    Yongxin Xu

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16. STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization
    NeurIPS 2025 ·

    Haoyu Zhang

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17. TC-RAG: Turing-Complete RAG's Case study on Medical LLM Systems
    ACL 2025 · Xinke Jiang
18. Time Series Supplier Allocation via Deep Black-Litterman Model
    AAAI 2025 · Xinke Jiang
19. Incomplete Graph Learning via Attribute-Structure Decoupled Variational Auto-Encoder
    WSDM 2024 · Xinke Jiang
20. ProtoMix: Augmenting Health Status Representation Learning via Prototype-based Mixup
    SIGKDD 2024 ·

    Yongxin Xu

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21. RAGraph: A General Retrieval-Augmented Graph Learning Framework
    NeurIPS 2024 · Xinke Jiang