PPaperPicks

Xiao Yan

Wuhan University, Institute for Math & AI, China

36 papers at tracked venues · 33 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2122-915X ↗Google Scholar ↗Homepage ↗

Venues

SIGMOD ×13SIGKDD ×6ICDE ×5IJCAI ×3WWW ×3ACL ×2VLDB ×2AAAI ×1ICLR ×1

Frequent coauthors

Jiawei Jiang
×16
James Cheng
×13
Chuang Hu
×7
Yuxiang Wang
×7
Quanqing Xu
×7
Peiqi Yin
×6
Qihui Zhou
×6
Xiaokai Zhou
×5
Bo Du
×5
Fangcheng Fu
×5
Hao Wang
×4
Baotong Lu
×4

Papers

  1. AdaMix: Adaptive Mixing for Short and Long Reasoning Adapters
    ACL 2026 ·
    Hao Luo
    , Xiao Yan,
    Xinyan Li
    ,
    Qiming Zeng
    ,
    Yuhao Lin
    ,
    Shanshan Feng
    ,
    Hao Wang
    ,
    Jiawei Jiang
  2. Approximate Diverse k-Nearest Neighbor Search in Vector Database
    ICDE 2026 ·
    Jiachen Zhao
    , Xiao Yan,
    Eric Lo
  3. CoTra: Towards Efficient and Scalable Distributed Vector Search with RDMA
    SIGMOD 2026 ·
    Xiangyu Zhi
    ,
    Meng Chen
    , Xiao Yan,
    Baotong Lu
    ,
    Hui Li
    ,
    Qianxi Zhang
    ,
    Qi Chen
    ,
    James Cheng
  4. Corrigendum: Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study: [Experiments & Analysis]
    SIGMOD 2026 ·
    Mocheng Li
    , Xiao Yan,
    Baotong Lu
    ,
    Yue Zhang
    ,
    James Cheng
    ,
    Chenhao Ma
  5. DM-RAG: Enhancing User Support in Dameng Databases with Retrieval-Augmented Generation
    ICDE 2026 ·
    Qiang Huang
    ,
    Ke Liu
    ,
    Liang Deng
    ,
    Sijing Zhang
    ,
    Chuang Hu
    ,
    Tieyun Qian
    , Xiao Yan,
    Jiawei Jiang
  6. Fast-Convergent Proximity Graphs for Approximate Nearest Neighbor Search
    SIGMOD 2026 ·
    Binhong Li
    , Xiao Yan,
    Shangqi Lu
  7. FuxiShuffle: An Adaptive and Resilient Shuffle Service for Distributed Data Processing on Alibaba Cloud
    SIGMOD 2026 ·
    Yuhao Lin
    ,
    Zhipeng Tang
    ,
    Jiayan Tong
    ,
    Junqing Xiao
    ,
    Bin Lu
    ,
    Yuhang Li
    ,
    Chao Li
    ,
    Zhiguo Zhang
    ,
    Junhua Wang
    ,
    Hao Luo
    ,
    James Cheng
    ,
    Chuang Hu
    ,
    Jiawei Jiang
    , Xiao Yan
  8. GPS: Revisiting the Data Layout for Disk-based High-Dimensional Vector Search
    SIGMOD 2026 ·
    Peiqi Yin
    , Xiao Yan,
    Qihui Zhou
    ,
    Hui Li
    ,
    Xiaolu Li
    ,
    Meiling Wang
    ,
    Lin Zhang
    ,
    Xin Yao
    ,
    James Cheng
  9. HAL: Accurate, Private, and Efficient Sample Alignment for Multimodal Federated Learning
    SIGKDD 2026 ·
    Xiaokai Zhou
    , Xiao Yan,
    Xinyan Li
    ,
    Yuxiang Wang
    ,
    Quanqing Xu
    ,
    Chuang Hu
    ,
    Tieyun Qian
    ,
    Jiawei Jiang
  10. Hitcher: Efficient GPU-based Vector Search via Cluster-Centric Kernel and Hitch-Ride Ordering
    SIGKDD 2026 ·
    Qihui Zhou
    ,
    Changji Li
    ,
    Guanxian Jiang
    ,
    Chenhao Ma
    , Xiao Yan,
    Yu Mao
    ,
    Ming-Chang Yang
    ,
    James Cheng
  11. KBest: Efficient Vector Search on Kunpeng CPU
    SIGKDD 2026 ·
    Kaihao Ma
    ,
    Meiling Wang
    ,
    Oleg Senkevich
    ,
    Zijian Li
    ,
    Daihao Xue
    ,
    Dmitriy Malyshev
    ,
    Yangming Lv
    ,
    Shihai Xiao
    , Xiao Yan,
    Alexander Radionov
    ,
    Weidi Zeng
    ,
    Yuanzhan Gao
    ,
    Zhiyu Zou
    ,
    Xin Yao
    ,
    Lin Liu
    ,
    Junhao Wu
    ,
    Yiding Liu
    ,
    Yaoyao Fu
    ,
    Gongyi Wang
    ,
    Gong Zhang
    ,
    Fei Yi
    ,
    Yingfan Liu
  12. MTGenRec: An Efficient Distributed Training System for Generative Recommendation Models in Meituan
    SIGKDD 2026 ·
    Yuxiang Wang
    ,
    Chi Ma
    , Xiao Yan,
    Mincong Huang
    ,
    Xiaoguang Li
    ,
    Ruidong Han
    ,
    Bin Yin
    ,
    Shangyu Chen
    ,
    Xiang Li
    ,
    Fei Jiang
    ,
    Lei Yu
    ,
    Chuan Liu
    ,
    Wei Lin
    ,
    Haowei Han
    ,
    Xiaokai Zhou
    ,
    Bo Du
    ,
    Jiawei Jiang
  13. PilotANN: Memory-Bounded GPU Acceleration for Vector Search
    SIGKDD 2026 ·
    Yuntao Gui
    ,
    Peiqi Yin
    , Xiao Yan,
    Chaorui Zhang
    ,
    Weixi Zhang
    ,
    James Cheng
  14. RecMem: Recurrence-based Memory Consolidation for Efficient and Effective Long-Running LLM Agents
    ACL 2026 ·
    Zijie Dai
    ,
    Shiyuan Deng
    ,
    Sheng Guan
    ,
    Yizhou Tian
    ,
    Xin Yao
    , Xiao Yan,
    James Cheng
  15. RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference
    VLDB 2026 ·
    Yaoqi Chen
    ,
    Jinkai Zhang
    ,
    Baotong Lu
    ,
    Qianxi Zhang
    ,
    Chengruidong Zhang
    ,
    Jing Liu
    ,
    Jingjia Luo
    ,
    Di Liu
    ,
    Huiqiang Jiang
    ,
    Qi Chen
    ,
    Bailu Ding
    , Xiao Yan,
    Jiawei Jiang
    ,
    Chen Chen
    ,
    Mingxing Zhang
    ,
    Cheng Li
    ,
    Yuqing Yang
    ,
    Fan Yang
    ,
    Mao Yang
  16. SG-Serve: Efficient Model Serving for Subgraph-based Graph Representation Learning
    SIGMOD 2026 ·
    Qihui Zhou
    ,
    Peiqi Yin
    , Xiao Yan,
    Changji Li
    ,
    James Cheng
  17. Text-attributed Graph Condensation via Text Selection and Attribute Matching
    WWW 2026 ·
    Haowei Han
    ,
    Yuxiang Wang
    ,
    Guojia Wan
    ,
    Hao Wang
    ,
    Shanshan Feng
    ,
    Hao Huang
    ,
    Jiawei Jiang
    , Xiao Yan
  18. Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study
    SIGMOD 2025 ·
    Mocheng Li
    , Xiao Yan,
    Baotong Lu
    ,
    Yue Zhang
    ,
    James Cheng
    ,
    Chenhao Ma
  19. CARINA: An Efficient CXL-Oriented Embedding Serving System for Recommendation Models
    SIGMOD 2025 ·
    Peiqi Yin
    ,
    Qihui Zhou
    , Xiao Yan,
    Chao Wang
    ,
    Eric Lo
    ,
    Changji Li
    ,
    Lan Lu
    ,
    Hua Fan
    ,
    Wenchao Zhou
    ,
    Ming-Chang Yang
    ,
    James Cheng
  20. DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training
    SIGMOD 2025 ·
    Renjie Liu
    ,
    Yichuan Wang
    , Xiao Yan,
    Haitian Jiang
    ,
    Zhenkun Cai
    ,
    Minjie Wang
    ,
    Bo Tang
    ,
    Jinyang Li
  21. DiskJoin: Large-scale Vector Similarity Join with SSD
    SIGMOD 2025 ·
    Yanqi Chen
    , Xiao Yan,
    Alexandra Meliou
    ,
    Eric Lo
  22. Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph
    IJCAI 2025 ·
    Yuxiang Wang
    , Xiao Yan,
    Shiyu Jin
    ,
    Quanqing Xu
    ,
    Chuang Hu
    ,
    Yuanyuan Zhu
    ,
    Bo Du
    ,
    Jia Wu
    ,
    Jiawei Jiang
  23. Guiding LLM-based Smart Contract Generation with Finite State Machine
    IJCAI 2025 ·
    Hao Luo
    ,
    Yuhao Lin
    , Xiao Yan,
    Xintong Hu
    ,
    Yuxiang Wang
    ,
    Qiming Zeng
    ,
    Hao Wang
    ,
    Jiawei Jiang
  24. HaCore: Efficient Coreset Construction with Locality Sensitive Hashing for Vertical Federated Learning
    AAAI 2025 ·
    Qinbo Zhang
    , Xiao Yan,
    Yukai Ding
    ,
    Fangcheng Fu
    ,
    Quanqing Xu
    ,
    Ziyi Li
    ,
    Chuang Hu
    ,
    Jiawei Jiang
  25. Hounding Data Diversity: Towards Participant Selection in Vertical Federated Learning
    ICDE 2025 ·
    Xiaokai Zhou
    , Xiao Yan,
    Fangcheng Fu
    ,
    Xinyan Li
    ,
    Hao Huang
    ,
    Quanqing Xu
    ,
    Chuanhui Yang
    ,
    Bo Du
    ,
    Tieyun Qian
    ,
    Jiawei Jiang
  26. Model Rake: A Defense Against Stealing Attacks in Split Learning
    IJCAI 2025 ·
    Qinbo Zhang
    , Xiao Yan,
    Yanfeng Zhao
    ,
    Fangcheng Fu
    ,
    Quanqing Xu
    ,
    Yukai Ding
    ,
    Xiaokai Zhou
    ,
    Chuang Hu
    ,
    Jiawei Jiang
  27. MuseGNN: Forming Scalable, Convergent GNN Layers that Minimize a Sampling-Based Energy
    ICLR 2025 ·
    Haitian Jiang
    ,
    Renjie Liu
    ,
    Zengfeng Huang
    ,
    Yichuan Wang
    , Xiao Yan,
    Zhenkun Cai
    ,
    Minjie Wang
    ,
    David Wipf
  28. PS-MI: Accurate, Efficient, and Private Data Valuation in Vertical Federated Learning
    VLDB 2025 ·
    Xiaokai Zhou
    , Xiao Yan,
    Fangcheng Fu
    ,
    Ziwen Fu
    ,
    Tieyun Qian
    ,
    Yuanyuan Zhu
    ,
    Qinbo Zhang
    ,
    Bin Cui
    ,
    Jiawei Jiang
  29. SAQ: Pushing the Limits of Vector Quantization through Code Adjustment and Dimension Segmentation
    SIGMOD 2025 ·
    Hui Li
    ,
    Shiyuan Deng
    , Xiao Yan,
    Xiangyu Zhi
    ,
    James Cheng
  30. TESA: A Trajectory and Semantic-aware Dynamic Heterogeneous Graph Neural Network
    WWW 2025 ·
    Xin Wang
    ,
    Jiawei Jiang
    , Xiao Yan,
    Qiang Huang
  31. Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level Batching
    SIGMOD 2024 ·
    Qihui Zhou
    ,
    Peiqi Yin
    , Xiao Yan,
    Changji Li
    ,
    Guanxian Jiang
    ,
    James Cheng
  32. Debiasing Recommendation with Personal Popularity
    WWW 2024 ·
    Wentao Ning
    ,
    Reynold Cheng
    , Xiao Yan,
    Ben Kao
    ,
    Nan Huo
    ,
    Nur Al Hasan Haldar
    ,
    Bo Tang
  33. GE2: A General and Efficient Knowledge Graph Embedding Learning System
    SIGMOD 2024 ·
    Chenguang Zheng
    ,
    Guanxian Jiang
    , Xiao Yan,
    Peiqi Yin
    ,
    Qihui Zhou
    ,
    James Cheng
  34. Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning
    ICDE 2024 ·
    Yuxiang Wang
    , Xiao Yan,
    Chuang Hu
    ,
    Quanqing Xu
    ,
    Chuanhui Yang
    ,
    Fangcheng Fu
    ,
    Wentao Zhang
    ,
    Hao Wang
    ,
    Bo Du
    ,
    Jiawei Jiang
  35. QSRP: Efficient Reverse k-Ranks Query Processing on High-Dimensional Embeddings
    ICDE 2024 ·
    Zheng Bian
    , Xiao Yan,
    Jiahao Zhang
    ,
    Man Lung Yiu
    ,
    Bo Tang
  36. Self-Supervised Learning for Graph Dataset Condensation
    SIGKDD 2024 ·
    Yuxiang Wang
    , Xiao Yan,
    Shiyu Jin
    ,
    Hao Huang
    ,
    Quanqing Xu
    ,
    Qingchen Zhang
    ,
    Bo Du
    ,
    Jiawei Jiang