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Jingyuan Wang

Beihang University, School of Computer Science and Engineering / School of Economics and Management, Beijing, China

17 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0651-1592 ↗Homepage ↗

Venues

AAAI ×5ACL ×2ICDE ×2SIGKDD ×2CIKM ×1EMNLP ×1ICLR ×1ICML ×1IJCAI ×1VLDB ×1

Frequent coauthors

Dayan Pan
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Zehua Liu
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Jingtian Ma
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Tianyu Fan
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Quyang Pan
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Zimeng Li
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Xie Yu
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Jingjing Xue
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Chen Yang
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Jiawei Cheng
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Jiahao Ji
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Wentao Zhang
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Papers

  1. Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning
    AAAI 2026 ·
    Jingtian Ma
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  2. LightReasoner: Can Small Language Models Teach Large Language Models Reasoning?
    ACL 2026 · Jingyuan Wang
  3. MiniRAG: A Lightweight RAG system with Small Language Models
    ACL 2026 ·
    Tianyu Fan
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  4. Re-architecting Personalized Federated Learning for Demanding Edge Environments
    AAAI 2026 ·
    Quyang Pan
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  5. RoSA: Enhancing Parameter-Efficient Fine-Tuning via RoPE-aware Selective Adaptation in Large Language Models
    AAAI 2026 ·
    Dayan Pan
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  6. Approximation to Smooth Functions by Low-Rank Swish Networks
    ICML 2025 ·
    Zimeng Li
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  7. BIGCity: A Universal Spatiotemporal Model for Unified Trajectory and Traffic State Data Analysis
    ICDE 2025 ·
    Xie Yu
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  8. Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models
    CIKM 2025 ·
    Dayan Pan
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  9. Learnable Sparse Customization in Heterogeneous Edge Computing
    ICDE 2025 ·
    Jingjing Xue
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  10. Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting
    SIGKDD 2025 ·
    Chen Yang
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  11. POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning
    AAAI 2025 ·
    Jiawei Cheng
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  12. Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction
    SIGKDD 2025 ·
    Jiahao Ji
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  13. VecCity: A Taxonomy-guided Library for Map Entity Representation Learning [Experiment, Analysis & Benchmark]
    VLDB 2025 ·
    Wentao Zhang
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  14. AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
    ICLR 2024 ·
    Kethmi Hirushini Hettige
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  15. Full Bayesian Significance Testing for Neural Networks
    AAAI 2024 ·
    Zehua Liu
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  16. Full Bayesian Significance Testing for Neural Networks in Traffic Forecasting
    IJCAI 2024 ·
    Zehua Liu
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  17. Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment
    EMNLP 2024 ·
    Zhipeng Chen
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