PPaperPicks

Hao Yuan

10 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

VLDB ×4SIGMOD ×3AAAI ×1CHI ×1NDSS ×1

Frequent coauthors

Xin Ai
×7
Qiange Wang
×7
Chaoyi Chen
×7
Yanfeng Zhang
×7
Ge Yu
×7
Zhenbo Fu
×5
Yu Gu
×5
Yingyou Wen
×4
Chunyu Cao
×3
Peizheng Li
×2
Xinbo Yang
×2
Wei Xu
×1

Papers

  1. Kangaroo: A Private and Amortized Inference Framework over WAN for Large-Scale Decision Tree Evaluation
    NDSS 2026 ·
    Wei Xu
    ,
    Hui Zhu
    ,
    Yandong Zheng
    ,
    Song Bian
    ,
    Ning Sun
    , Hao Yuan,
    Dengguo Feng
    ,
    Hui Li
  2. DepCache: A KV Cache Management Framework for GraphRAG with Dependency Attention
    SIGMOD 2025 · Hao Yuan,
    Xin Ai
    ,
    Qiange Wang
    ,
    Peizheng Li
    ,
    Jiayang Yu
    ,
    Chaoyi Chen
    ,
    Xinbo Yang
    ,
    Yanfeng Zhang
    ,
    Zhenbo Fu
    ,
    Yingyou Wen
    ,
    Ge Yu
  3. NeutronHeter: Optimizing Distributed Graph Neural Network Training for Heterogeneous Clusters
    SIGMOD 2025 ·
    Chunyu Cao
    ,
    Xin Ai
    ,
    Qiange Wang
    ,
    Yanfeng Zhang
    ,
    Zhenbo Fu
    , Hao Yuan,
    Mingyi Cao
    ,
    Chaoyi Chen
    ,
    Yingyou Wen
    ,
    Yu Gu
    ,
    Ge Yu
  4. NeutronRAG: Towards Understanding the Effectiveness of RAG from a Data Retrieval Perspective
    SIGMOD 2025 ·
    Peizheng Li
    ,
    Chaoyi Chen
    , Hao Yuan,
    Zhenbo Fu
    ,
    Hang Shen
    ,
    Xinbo Yang
    ,
    Qiange Wang
    ,
    Xin Ai
    ,
    Yanfeng Zhang
    ,
    Yingyou Wen
    ,
    Ge Yu
  5. NeutronTask: Scalable and Efficient Multi-GPU GNN Training with Task Parallelism
    VLDB 2025 ·
    Zhenbo Fu
    ,
    Xin Ai
    ,
    Qiange Wang
    ,
    Yanfeng Zhang
    ,
    Shizhan Lu
    ,
    Chaoyi Chen
    ,
    Chunyu Cao
    , Hao Yuan,
    Zhewei Wei
    ,
    Yu Gu
    ,
    Yingyou Wen
    ,
    Ge Yu
  6. ReactGPT: Understanding of Chemical Reactions via In-Context Tuning
    AAAI 2025 ·
    Zhe Chen
    ,
    Zhe Fang
    ,
    Wenhao Tian
    ,
    Zhaoguang Long
    ,
    Changzhi Sun
    ,
    Yuefeng Chen
    , Hao Yuan,
    Honglin Li
    ,
    Man Lan
  7. Artificial Intelligence Systems for Supporting Informal Caregivers of People Living with Alzheimer's Disease or Related Dementias: A Systematic Review
    CHI 2024 ·
    Lu Wang
    ,
    Diva Smriti
    , Hao Yuan,
    Jina Huh-Yoo
  8. Comprehensive Evaluation of GNN Training Systems: A Data Management Perspective
    VLDB 2024 · Hao Yuan,
    Yajiong Liu
    ,
    Yanfeng Zhang
    ,
    Xin Ai
    ,
    Qiange Wang
    ,
    Chaoyi Chen
    ,
    Yu Gu
    ,
    Ge Yu
  9. NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous Environments
    VLDB 2024 ·
    Xin Ai
    ,
    Qiange Wang
    ,
    Chunyu Cao
    ,
    Yanfeng Zhang
    ,
    Chaoyi Chen
    , Hao Yuan,
    Yu Gu
    ,
    Ge Yu
  10. NeutronTP: Load-Balanced Distributed Full-Graph GNN Training with Tensor Parallelism
    VLDB 2024 ·
    Xin Ai
    , Hao Yuan,
    Zeyu Ling
    ,
    Qiange Wang
    ,
    Yanfeng Zhang
    ,
    Zhenbo Fu
    ,
    Chaoyi Chen
    ,
    Yu Gu
    ,
    Ge Yu