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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

Chao Huang
×3
Xiangyu Zhao
×3
Zimeng Li
×3
Jiahao Ji
×3
Leong Hou U
×2
Sheng Sun
×2
Yuwei Wang
×2
Min Liu
×2
Dayan Pan
×2
Jiawei Cheng
×2
Yifan Yang
×2
Wentao Zhang
×2

Papers

  1. Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning
    AAAI 2026 ·
    Jingtian Ma
    , Jingyuan Wang,
    Leong Hou U
  2. LightReasoner: Can Small Language Models Teach Large Language Models Reasoning?
    ACL 2026 · Jingyuan Wang,
    Yankai Chen
    ,
    Zhonghang Li
    ,
    Chao Huang
  3. MiniRAG: A Lightweight RAG system with Small Language Models
    ACL 2026 ·
    Tianyu Fan
    , Jingyuan Wang,
    Xubin Ren
    ,
    Chao Huang
  4. Re-architecting Personalized Federated Learning for Demanding Edge Environments
    AAAI 2026 ·
    Quyang Pan
    ,
    Sheng Sun
    ,
    Tingting Wi
    ,
    Zhiyuan Wu
    ,
    Yuwei Wang
    ,
    Min Liu
    ,
    Bo Gao
    , Jingyuan Wang
  5. RoSA: Enhancing Parameter-Efficient Fine-Tuning via RoPE-aware Selective Adaptation in Large Language Models
    AAAI 2026 ·
    Dayan Pan
    , Jingyuan Wang,
    Yilong Zhou
    ,
    Jiawei Cheng
    ,
    Pengyue Jia
    ,
    Xiangyu Zhao
  6. Approximation to Smooth Functions by Low-Rank Swish Networks
    ICML 2025 ·
    Zimeng Li
    ,
    Hongjun Li
    , Jingyuan Wang,
    Ke Tang
  7. BIGCity: A Universal Spatiotemporal Model for Unified Trajectory and Traffic State Data Analysis
    ICDE 2025 ·
    Xie Yu
    , Jingyuan Wang,
    Yifan Yang
    ,
    Qian Huang
    ,
    Ke Qu
  8. Contextual Attention Modulation: Towards Efficient Multi-Task Adaptation in Large Language Models
    CIKM 2025 ·
    Dayan Pan
    ,
    Zhaoyang Fu
    , Jingyuan Wang,
    Xiao Han
    ,
    Yue Zhu
    ,
    Xiangyu Zhao
  9. Learnable Sparse Customization in Heterogeneous Edge Computing
    ICDE 2025 ·
    Jingjing Xue
    ,
    Sheng Sun
    ,
    Min Liu
    ,
    Yuwei Wang
    ,
    Zhuotao Liu
    , Jingyuan Wang
  10. Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting
    SIGKDD 2025 ·
    Chen Yang
    , Jingyuan Wang,
    Xiaohan Jiang
    ,
    Junjie Wu
  11. POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning
    AAAI 2025 ·
    Jiawei Cheng
    , Jingyuan Wang,
    Yichuan Zhang
    ,
    Jiahao Ji
    ,
    Yuanshao Zhu
    ,
    Zhibo Zhang
    ,
    Xiangyu Zhao
  12. Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction
    SIGKDD 2025 ·
    Jiahao Ji
    ,
    Wentao Zhang
    , Jingyuan Wang,
    Chao Huang
  13. VecCity: A Taxonomy-guided Library for Map Entity Representation Learning [Experiment, Analysis & Benchmark]
    VLDB 2025 ·
    Wentao Zhang
    , Jingyuan Wang,
    Yifan Yang
    ,
    Leong Hou U
  14. AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
    ICLR 2024 ·
    Kethmi Hirushini Hettige
    ,
    Jiahao Ji
    ,
    Shili Xiang
    ,
    Cheng Long
    ,
    Gao Cong
    , Jingyuan Wang
  15. Full Bayesian Significance Testing for Neural Networks
    AAAI 2024 ·
    Zehua Liu
    ,
    Zimeng Li
    , Jingyuan Wang,
    Yue He
  16. Full Bayesian Significance Testing for Neural Networks in Traffic Forecasting
    IJCAI 2024 ·
    Zehua Liu
    , Jingyuan Wang,
    Zimeng Li
    ,
    Yue He
  17. Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment
    EMNLP 2024 ·
    Zhipeng Chen
    ,
    Kun Zhou
    ,
    Xin Zhao
    , Jingyuan Wang,
    Ji-Rong Wen