Junyu Luo

Venues

Frequent coauthors

Papers

1. A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions
   ACL 2026 ·

   Zhiyin Yu

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2. BAMAS: Structuring Budget-Aware Multi-Agent Systems
   AAAI 2026 ·

   Liming Yang

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3. CogniTrust: Cognitive Memory-Driven Verifiable Supervision for Robust Hashing
   AAAI 2026 ·

   Yiyang Gu

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4. DisCo: Diffusion-guided Unbiased Discriminative Learning for Unsupervised Graph Domain Adaptation
   SIGKDD 2026 ·

   Haodong Zhang

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5. SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models
   ACL 2026 ·

   Yiyang Gu

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6. Space-based Parameter Evolving with Lightweight Optimization for Graph Adaptation to Evolving Shifts
   WWW 2026 · Junyu Luo
7. A Survey of RAG-Reasoning Systems in Large Language Models
   EMNLP 2025 ·

   Yangning Li

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8. A Survey on Efficient Large Language Model Training: From Data-centric Perspectives
   ACL 2025 · Junyu Luo
9. Attention Bootstrapping for Multi-Modal Test-Time Adaptation
   AAAI 2025 ·

   Yusheng Zhao

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10. Automate Strategy Finding with LLM in Quant Investment
    EMNLP 2025 ·

    Zhizhuo Kou

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11. Dual Prototype-Enhanced Contrastive Framework for Class-Imbalanced Graph Domain Adaptation
    NeurIPS 2025 ·

    Xin Ma

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12. FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
    ACL 2025 · Junyu Luo
13. Future Matters for Present: Towards Effective Physical Simulation over Meshes
    SIGKDD 2025 ·

    Xiao Luo

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14. Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness
    EMNLP 2025 ·

    Yusheng Zhao

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15. Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention
    ACL 2025 ·

    Jingyang Yuan

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16. Semi-supervised Fine-tuning for Large Language Models
    NAACL 2025 · Junyu Luo
17. Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation
    ICML 2025 · Junyu Luo
18. TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs
    AAAI 2025 ·

    Yusheng Zhao

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19. Test-time Adaptation on Graphs via Adaptive Subgraph-based Selection and Regularized Prototypes
    ICML 2025 ·

    Yusheng Zhao

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20. A Survey of Data-Efficient Graph Learning
    IJCAI 2024 ·

    Wei Ju

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21. EGODE: An Event-attended Graph ODE Framework for Modeling Rigid Dynamics
    NeurIPS 2024 ·

    Jingyang Yuan

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22. Multi- View Teacher with Curriculum Data Fusion for Robust Unsupervised Domain Adaptation
    ICDE 2024 ·

    Yuhao Tang

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23. Rank and Align: Towards Effective Source-free Graph Domain Adaptation
    IJCAI 2024 · Junyu Luo