PPaperPicks

Xiaoguang Liu

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

DBLP profile ↗ORCID search ↗

Venues

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

Frequent coauthors

Liping Yi
DBLP profile ↗ORCID search ↗
×5
Hui Sun
DBLP profile ↗ORCID search ↗
×3
Huidong Ma
DBLP profile ↗ORCID search ↗
×2
Qiji Mo
DBLP profile ↗ORCID search ↗
×1
Zhiyuan Hua
DBLP profile ↗ORCID search ↗
×1
Mei Li
DBLP profile ↗ORCID search ↗
×1
Yan Wang
DBLP profile ↗ORCID search ↗
×1
Tiannuo Yang
DBLP profile ↗ORCID search ↗
×1

Papers

  1. AgentGC: Evolutionary Learning-based Lossless Compression for Genomics Data with LLM-driven Multiple Agent
    ACL 2026 ·
    Hui Sun
    DBLP profile ↗ORCID search ↗
  2. Efficient Learned Data Compression via Dual-Stream Feature Decoupling
    ACL 2026 ·
    Huidong Ma
    DBLP profile ↗ORCID search ↗
  3. Overcoming the Sync-Compute Dilemma in Parallel Graph-Based Vector Retrieval
    ICDE 2026 ·
    Qiji Mo
    DBLP profile ↗ORCID search ↗
  4. Dynamically Detect and Fix Hardness for Efficient Approximate Nearest Neighbor Search
    SIGMOD 2025 ·
    Zhiyuan Hua
    DBLP profile ↗ORCID search ↗
  5. Federated Representation Angle Learning
    ICCV 2025 ·
    Liping Yi
    DBLP profile ↗ORCID search ↗
  6. Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks
    AAAI 2025 ·
    Hui Sun
    DBLP profile ↗ORCID search ↗
  7. MSDZip: Universal Lossless Compression for Multi-source Data via Stepwise-parallel and Learning-based Prediction
    WWW 2025 ·
    Huidong Ma
    DBLP profile ↗ORCID search ↗
  8. PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database
    SIGKDD 2025 ·
    Hui Sun
    DBLP profile ↗ORCID search ↗
  9. pFedAFM: Adaptive Feature Mixture for Data-Level Personalization in Heterogeneous Federated Learning on Mobile Edge Devices
    ICDE 2025 ·
    Liping Yi
    DBLP profile ↗ORCID search ↗
  10. pFedES: Generalized Proxy Feature Extractor Sharing for Model Heterogeneous Personalized Federated Learning
    AAAI 2025 ·
    Liping Yi
    DBLP profile ↗ORCID search ↗
  11. Causal Subgraph Learning for Generalizable Inductive Relation Prediction
    SIGKDD 2024 ·
    Mei Li
    DBLP profile ↗ORCID search ↗
  12. FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning
    IJCAI 2024 ·
    Liping Yi
    DBLP profile ↗ORCID search ↗
  13. Federated Model Heterogeneous Matryoshka Representation Learning
    NeurIPS 2024 ·
    Liping Yi
    DBLP profile ↗ORCID search ↗
  14. Multi-scale Attention Network for Single Image Super-Resolution
    CVPR 2024 ·
    Yan Wang
    DBLP profile ↗ORCID search ↗
  15. VDTuner: Automated Performance Tuning for Vector Data Management Systems
    ICDE 2024 ·
    Tiannuo Yang
    DBLP profile ↗ORCID search ↗