PPaperPicks

Siu-Ming Yiu

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

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Venues

AAAI ×4S&P ×4ICDE ×3AsiaCCS ×2CIKM ×2ASIACRYPT ×1CCS ×1ESORICS ×1ICCV ×1NAACL ×1NeurIPS ×1SDM ×1WACV ×1

Frequent coauthors

Qianru Zhang
×7
Heming Cui
×3
Dong Huang
×3
Xingwei He
×3
Tsz Hon Yuen
×3
Wei Chen
×2
Qi Hu
×2
Christian S. Jensen
×2
Yuan Yuan
×2
Xinyi Gao
×2
Haixin Wang
×2
Hongzhi Yin
×2

Papers

  1. APEX: Accurate Parallel Expressive Homomorphic Execution for Encrypted Databases
    S&P 2026 ·
    Wei Chen
    ,
    Qi Hu
    , Siu-Ming Yiu,
    Heming Cui
  2. Autohformer: Efficient Hierarchical Autoregressive Transformer for Time Series Prediction
    ICDE 2026 ·
    Qianru Zhang
    ,
    Honggang Wen
    ,
    Ming Li
    ,
    Dong Huang
    , Siu-Ming Yiu,
    Christian S. Jensen
    ,
    Pietro Liò
  3. ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions
    AAAI 2026 ·
    Xingwei He
    ,
    Qianru Zhang
    ,
    Pengfei Chen
    ,
    Guanhua Chen
    ,
    Linlin Yu
    ,
    Yuan Yuan
    , Siu-Ming Yiu
  4. EffiBench-X: A Multi-Language Benchmark for Measuring Efficiency of LLM-Generated Code
    NeurIPS 2025 ·
    Yuhao Qing
    ,
    Boyu Zhu
    ,
    Mingzhe Du
    ,
    Zhijiang Guo
    ,
    Terry Yue Zhuo
    ,
    Qianru Zhang
    ,
    Jie M. Zhang
    ,
    Heming Cui
    , Siu Ming Yiu,
    Dong Huang
    ,
    See-Kiong Ng
    ,
    Anh Tuan Luu
  5. Efficient Private Set Intersection by Utilizing Oblivious Transfer Extension
    AsiaCCS 2025 ·
    Mingli Wu
    ,
    Tsz Hon Yuen
    , Siu-Ming Yiu
  6. Efficient Traffic Prediction Through Spatio-Temporal Distillation
    AAAI 2025 ·
    Qianru Zhang
    ,
    Xinyi Gao
    ,
    Haixin Wang
    , Siu Ming Yiu,
    Hongzhi Yin
  7. Geminio: Language-Guided Gradient Inversion Attacks in Federated Learning
    ICCV 2025 ·
    Junjie Shan
    ,
    Ziqi Zhao
    ,
    Jialin Lu
    ,
    Rui Zhang
    , Siu Ming Yiu,
    Ka-Ho Chow
  8. Generalizable Single-View Object Pose Estimation by Two-Side Generating and Matching
    WACV 2025 ·
    Yujing Sun
    ,
    Caiyi Sun
    ,
    Yuan Liu
    ,
    Yuexin Ma
    , Siu Ming Yiu
  9. HGAurban: Heterogeneous Graph Autoencoding for Urban Spatial-Temporal Learning
    CIKM 2025 ·
    Qianru Zhang
    ,
    Xinyi Gao
    ,
    Haixin Wang
    ,
    Dong Huang
    , Siu-Ming Yiu,
    Hongzhi Yin
  10. Highly Efficient Actively Secure Two-Party Computation with One-Bit Advantage Bound
    S&P 2025 ·
    Yi Liu
    ,
    Junzuo Lai
    ,
    Peng Yang
    ,
    Qi Wang
    ,
    Anjia Yang
    , Siu-Ming Yiu,
    Jian Weng
  11. Intervention-Driven Correlation Reduction: A Data Generation Approach for Achieving Counterfactually Fair Predictors
    ICDE 2025 ·
    Dehua Zhou
    ,
    Bowei Wu
    ,
    Ke Wang
    ,
    Qifen Yang
    ,
    Yuhui Deng
    , Siu-Ming Yiu
  12. Opera: Achieving Secure and High-Performance OLAP with Parallelized Homomorphic Comparisons
    S&P 2025 ·
    Qi Hu
    ,
    Wei Chen
    ,
    Tianxiang Shen
    ,
    Xin Yao
    ,
    Nicholas Zhang
    ,
    Heming Cui
    , Siu-Ming Yiu
  13. Reliable KMDF Instruction Set Generation for User Queries Based on Endogenous Generative LLMs
    S&P 2025 ·
    Yuer Yang
    ,
    Yifeng Lin
    , Siu-Ming Yiu
  14. Scalable zkSNARKs for Matrix Computations - A Generic Framework for Verifiable Deep Learning
    ASIACRYPT 2025 ·
    Mingshu Cong
    ,
    Sherman S. M. Chow
    , Siu-Ming Yiu,
    Tsz Hon Yuen
  15. UniDemoiré: Towards Universal Image Demoiréing with Data Generation and Synthesis
    AAAI 2025 ·
    Zemin Yang
    ,
    Yujing Sun
    ,
    Xidong Peng
    , Siu Ming Yiu,
    Yuexin Ma
  16. AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators
    NAACL 2024 ·
    Xingwei He
    ,
    Zhenghao Lin
    ,
    Yeyun Gong
    ,
    A-Long Jin
    ,
    Hang Zhang
    ,
    Chen Lin
    ,
    Jian Jiao
    , Siu Ming Yiu,
    Nan Duan
    ,
    Weizhu Chen
  17. Deep Efficient Private Neighbor Generation for Subgraph Federated Learning
    SDM 2024 ·
    Ke Zhang
    ,
    Lichao Sun
    ,
    Bolin Ding
    , Siu Ming Yiu,
    Carl Yang
  18. Direct Range Proofs for Paillier Cryptosystem and Their Applications
    CCS 2024 ·
    Zhikang Xie
    ,
    Mengling Liu
    ,
    Haiyang Xue
    ,
    Man Ho Au
    ,
    Robert H. Deng
    , Siu-Ming Yiu
  19. FSSiBNN: FSS-Based Secure Binarized Neural Network Inference with Free Bitwidth Conversion
    ESORICS 2024 ·
    Peng Yang
    ,
    Zoe Lin Jiang
    ,
    Jiehang Zhuang
    ,
    Junbin Fang
    , Siu-Ming Yiu,
    Xuan Wang
  20. Graph Augmentation for Recommendation
    ICDE 2024 ·
    Qianru Zhang
    ,
    Lianghao Xia
    ,
    Xuheng Cai
    , Siu-Ming Yiu,
    Chao Huang
    ,
    Christian S. Jensen
  21. Improving Factual Error Correction by Learning to Inject Factual Errors
    AAAI 2024 ·
    Xingwei He
    ,
    Qianru Zhang
    ,
    A-Long Jin
    ,
    Jun Ma
    ,
    Yuan Yuan
    , Siu Ming Yiu
  22. Post-Quantum Searchable Encryption Supporting User-Authorization for Outsourced Data Management
    CIKM 2024 ·
    Shiyuan Xu
    ,
    Yibo Cao
    ,
    Xue Chen
    ,
    Yu Guo
    ,
    Yuer Yang
    ,
    Fangda Guo
    , Siu-Ming Yiu
  23. zkMatrix: Batched Short Proof for Committed Matrix Multiplication
    AsiaCCS 2024 ·
    Mingshu Cong
    ,
    Tsz Hon Yuen
    , Siu-Ming Yiu