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Xiaoguang Liu

16 papers at tracked venues · 15 at CORE A* · active 2024–2026

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Venues

ICDE ×3AAAI ×2ACL ×2SIGKDD ×2CVPR ×1ICCV ×1IJCAI ×1NeurIPS ×1S&P ×1SIGMOD ×1WWW ×1

Frequent coauthors

Gang Wang
×15
Liping Yi
×8
Hui Sun
×5
Huidong Ma
×5
Han Yu
×5
Xiaoxiao Li
×5
Yanfeng Ding
×3
Wentong Cai
×3
Cheng Zhong
×2
Qiji Mo
×2
Zhiyuan Hua
×2
Zebin Yao
×2

Papers

  1. AgentGC: Evolutionary Learning-based Lossless Compression for Genomics Data with LLM-driven Multiple Agent
    ACL 2026 ·
    Hui Sun
    ,
    Yanfeng Ding
    ,
    Huidong Ma
    ,
    Chang Xu
    ,
    Keyan Jin
    ,
    Lizheng Zu
    ,
    Cheng Zhong
    , Xiaoguang Liu,
    Gang Wang
    ,
    Wentong Cai
  2. Efficient Learned Data Compression via Dual-Stream Feature Decoupling
    ACL 2026 ·
    Huidong Ma
    ,
    Xinyan Shi
    ,
    Hui Sun
    ,
    Xiaofei Yue
    , Xiaoguang Liu,
    Gang Wang
    ,
    Wentong Cai
  3. Overcoming the Sync-Compute Dilemma in Parallel Graph-Based Vector Retrieval
    ICDE 2026 ·
    Qiji Mo
    ,
    Zhiyuan Hua
    ,
    Zebin Yao
    ,
    Lixiao Cui
    ,
    Gang Wang
    , Xiaoguang Liu,
    Zijing Wei
    ,
    Xinyu Liu
    ,
    Tianxiao Tang
    ,
    Shaozhi Liu
    ,
    Lin Qu
  4. Dynamically Detect and Fix Hardness for Efficient Approximate Nearest Neighbor Search
    SIGMOD 2025 ·
    Zhiyuan Hua
    ,
    Qiji Mo
    ,
    Zebin Yao
    ,
    Lixiao Cui
    , Xiaoguang Liu,
    Gang Wang
    ,
    Zijing Wei
    ,
    Xinyu Liu
    ,
    Tianxiao Tang
    ,
    Shaozhi Liu
    ,
    Lin Qu
  5. Federated Representation Angle Learning
    ICCV 2025 ·
    Liping Yi
    ,
    Han Yu
    ,
    Gang Wang
    , Xiaoguang Liu,
    Xiaoxiao Li
  6. Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks
    AAAI 2025 ·
    Hui Sun
    ,
    Liping Yi
    ,
    Huidong Ma
    ,
    Yongxia Sun
    ,
    Yingfeng Zheng
    ,
    Wenwen Cui
    ,
    Meng Yan
    ,
    Gang Wang
    , Xiaoguang Liu
  7. MSDZip: Universal Lossless Compression for Multi-source Data via Stepwise-parallel and Learning-based Prediction
    WWW 2025 ·
    Huidong Ma
    ,
    Hui Sun
    ,
    Liping Yi
    ,
    Yanfeng Ding
    , Xiaoguang Liu,
    Gang Wang
  8. PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database
    SIGKDD 2025 ·
    Hui Sun
    ,
    Yanfeng Ding
    ,
    Liping Yi
    ,
    Huidong Ma
    ,
    Gang Wang
    , Xiaoguang Liu,
    Cheng Zhong
    ,
    Wentong Cai
  9. pFedAFM: Adaptive Feature Mixture for Data-Level Personalization in Heterogeneous Federated Learning on Mobile Edge Devices
    ICDE 2025 ·
    Liping Yi
    ,
    Han Yu
    ,
    Gang Wang
    , Xiaoguang Liu,
    Xiaoxiao Li
  10. pFedES: Generalized Proxy Feature Extractor Sharing for Model Heterogeneous Personalized Federated Learning
    AAAI 2025 ·
    Liping Yi
    ,
    Han Yu
    ,
    Chao Ren
    ,
    Gang Wang
    , Xiaoguang Liu,
    Xiaoxiao Li
  11. Causal Subgraph Learning for Generalizable Inductive Relation Prediction
    SIGKDD 2024 ·
    Mei Li
    , Xiaoguang Liu,
    Hua Ji
    ,
    Shuangjia Zheng
  12. FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning
    IJCAI 2024 ·
    Liping Yi
    ,
    Han Yu
    ,
    Zhuan Shi
    ,
    Gang Wang
    , Xiaoguang Liu,
    Lizhen Cui
    ,
    Xiaoxiao Li
  13. Federated Model Heterogeneous Matryoshka Representation Learning
    NeurIPS 2024 ·
    Liping Yi
    ,
    Han Yu
    ,
    Chao Ren
    ,
    Gang Wang
    , Xiaoguang Liu,
    Xiaoxiao Li
  14. Multi-scale Attention Network for Single Image Super-Resolution
    CVPR 2024 ·
    Yan Wang
    ,
    Yusen Li
    ,
    Gang Wang
    , Xiaoguang Liu
  15. Springproofs: Efficient Inner Product Arguments for Vectors of Arbitrary Length
    S&P 2024 ·
    Jianning Zhang
    ,
    Ming Su
    , Xiaoguang Liu,
    Gang Wang
  16. VDTuner: Automated Performance Tuning for Vector Data Management Systems
    ICDE 2024 ·
    Tiannuo Yang
    ,
    Wen Hu
    ,
    Wangqi Peng
    ,
    Yusen Li
    ,
    Jianguo Li
    ,
    Gang Wang
    , Xiaoguang Liu