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Xiao Yan

Wuhan University, Institute for Math & AI, China

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

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Venues

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

Frequent coauthors

Yuxiang Wang
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Xiaokai Zhou
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Qihui Zhou
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Hao Luo
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Mocheng Li
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Peiqi Yin
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Qinbo Zhang
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Jiachen Zhao
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Xiangyu Zhi
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Qiang Huang
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Binhong Li
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Yuhao Lin
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Papers

  1. AdaMix: Adaptive Mixing for Short and Long Reasoning Adapters
    ACL 2026 ·
    Hao Luo
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  2. Approximate Diverse k-Nearest Neighbor Search in Vector Database
    ICDE 2026 ·
    Jiachen Zhao
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  3. CoTra: Towards Efficient and Scalable Distributed Vector Search with RDMA
    SIGMOD 2026 ·
    Xiangyu Zhi
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  4. Corrigendum: Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study: [Experiments & Analysis]
    SIGMOD 2026 ·
    Mocheng Li
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  5. DM-RAG: Enhancing User Support in Dameng Databases with Retrieval-Augmented Generation
    ICDE 2026 ·
    Qiang Huang
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  6. Fast-Convergent Proximity Graphs for Approximate Nearest Neighbor Search
    SIGMOD 2026 ·
    Binhong Li
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  7. FuxiShuffle: An Adaptive and Resilient Shuffle Service for Distributed Data Processing on Alibaba Cloud
    SIGMOD 2026 ·
    Yuhao Lin
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  8. GPS: Revisiting the Data Layout for Disk-based High-Dimensional Vector Search
    SIGMOD 2026 ·
    Peiqi Yin
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  9. HAL: Accurate, Private, and Efficient Sample Alignment for Multimodal Federated Learning
    SIGKDD 2026 ·
    Xiaokai Zhou
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  10. Hitcher: Efficient GPU-based Vector Search via Cluster-Centric Kernel and Hitch-Ride Ordering
    SIGKDD 2026 ·
    Qihui Zhou
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  11. KBest: Efficient Vector Search on Kunpeng CPU
    SIGKDD 2026 ·
    Kaihao Ma
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  12. MTGenRec: An Efficient Distributed Training System for Generative Recommendation Models in Meituan
    SIGKDD 2026 ·
    Yuxiang Wang
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  13. PilotANN: Memory-Bounded GPU Acceleration for Vector Search
    SIGKDD 2026 ·
    Yuntao Gui
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  14. RecMem: Recurrence-based Memory Consolidation for Efficient and Effective Long-Running LLM Agents
    ACL 2026 ·
    Zijie Dai
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  15. RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference
    VLDB 2026 ·
    Yaoqi Chen
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  16. SG-Serve: Efficient Model Serving for Subgraph-based Graph Representation Learning
    SIGMOD 2026 ·
    Qihui Zhou
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  17. Text-attributed Graph Condensation via Text Selection and Attribute Matching
    WWW 2026 ·
    Haowei Han
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  18. Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study
    SIGMOD 2025 ·
    Mocheng Li
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  19. CARINA: An Efficient CXL-Oriented Embedding Serving System for Recommendation Models
    SIGMOD 2025 ·
    Peiqi Yin
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  20. DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training
    SIGMOD 2025 ·
    Renjie Liu
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  21. DiskJoin: Large-scale Vector Similarity Join with SSD
    SIGMOD 2025 ·
    Yanqi Chen
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  22. Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph
    IJCAI 2025 ·
    Yuxiang Wang
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  23. Guiding LLM-based Smart Contract Generation with Finite State Machine
    IJCAI 2025 ·
    Hao Luo
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  24. HaCore: Efficient Coreset Construction with Locality Sensitive Hashing for Vertical Federated Learning
    AAAI 2025 ·
    Qinbo Zhang
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  25. Hounding Data Diversity: Towards Participant Selection in Vertical Federated Learning
    ICDE 2025 ·
    Xiaokai Zhou
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  26. Model Rake: A Defense Against Stealing Attacks in Split Learning
    IJCAI 2025 ·
    Qinbo Zhang
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  27. MuseGNN: Forming Scalable, Convergent GNN Layers that Minimize a Sampling-Based Energy
    ICLR 2025 ·
    Haitian Jiang
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  28. PS-MI: Accurate, Efficient, and Private Data Valuation in Vertical Federated Learning
    VLDB 2025 ·
    Xiaokai Zhou
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  29. SAQ: Pushing the Limits of Vector Quantization through Code Adjustment and Dimension Segmentation
    SIGMOD 2025 ·
    Hui Li
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  30. TESA: A Trajectory and Semantic-aware Dynamic Heterogeneous Graph Neural Network
    WWW 2025 ·
    Xin Wang
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  31. Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level Batching
    SIGMOD 2024 ·
    Qihui Zhou
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  32. Debiasing Recommendation with Personal Popularity
    WWW 2024 ·
    Wentao Ning
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  33. GE2: A General and Efficient Knowledge Graph Embedding Learning System
    SIGMOD 2024 ·
    Chenguang Zheng
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  34. Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning
    ICDE 2024 ·
    Yuxiang Wang
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  35. QSRP: Efficient Reverse k-Ranks Query Processing on High-Dimensional Embeddings
    ICDE 2024 ·
    Zheng Bian
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  36. Self-Supervised Learning for Graph Dataset Condensation
    SIGKDD 2024 ·
    Yuxiang Wang
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