Quanming Yao

Venues

Frequent coauthors

Papers

1. DA-RAG: Dynamic Attributed Community Search for Retrieval-Augmented Generation
   WWW 2026 ·

   Xingyuan Zeng

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2. Efficient Reinforcement Learning for Zero-Shot Coordination in Evolving Games
   AAAI 2026 ·

   Bingyu Hui

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3. Adaptive Preference Arithmetic: A Personalized Agent with Adaptive Preference Arithmetic for Dynamic Preference Modeling
   NeurIPS 2025 ·

   Hongyi Nie

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4. Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution
   IJCAI 2025 ·

   Xiaohan Zheng

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5. Curriculum-aware Training for Discriminating Molecular Property Prediction Models
   ICLR 2025 ·

   Hansi Yang

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6. Erasing Concept Combination from Text-to-Image Diffusion Model
   ICLR 2025 ·

   Hongyi Nie

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7. Explore the Disentanglement Mechanism for Deep Learning
   ICDE 2025 ·

   Haiquan Qiu

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8. Hierarchical Graph Tokenization for Molecule-Language Alignment
   ICML 2025 ·

   Yongqiang Chen

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9. Learning to Learn with Contrastive Meta-Objective
   NeurIPS 2025 ·

   Shiguang Wu

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10. Nested-Refinement Metamorphosis: Reflective Evolution for Efficient Optimization of Networking Problems
    ACL 2025 ·

    Shuhan Guo

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11. PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching
    SIGKDD 2025 ·

    Haotong Du

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12. Superpose Task-specific Features for Model Merging
    EMNLP 2025 ·

    Haiquan Qiu

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13. Think Both Ways: Teacher-Student Bidirectional Reasoning Enhances MCQ Generation and Distractor Quality
    ACL 2025 ·

    Yimiao Qiu

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14. Unified Molecule-Text Language Model with Discrete Token Representation
    IJCAI 2025 ·

    Shuhan Guo

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15. Why In-Context Learning Models are Good Few-Shot Learners?
    ICLR 2025 ·

    Shiguang Wu

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16. Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction
    NeurIPS 2024 ·

    Haotong Du

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17. Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction
    SIGKDD 2024 ·

    Juzheng Zhang

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18. Knowledge-Enhanced Recommendation with User-Centric Subgraph Network
    ICDE 2024 ·

    Guangyi Liu

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19. Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs
    ICLR 2024 ·

    Zhanke Zhou

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20. PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction
    IJCAI 2024 ·

    Shiguang Wu

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21. Robust Communicative Multi-Agent Reinforcement Learning with Active Defense
    AAAI 2024 ·

    Lebin Yu

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22. Towards Human-like Learning from Relational Structured Data
    AAAI 2024 · Quanming Yao
23. Understanding Expressivity of GNN in Rule Learning
    ICLR 2024 ·

    Haiquan Qiu

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24. Warming Up Cold-Start CTR Prediction by Learning Item-Specific Feature Interactions
    SIGKDD 2024 ·

    Yaqing Wang

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