PPaperPicks

Hongzhi Wang

Harbin Institute of Technology, China

45 papers at tracked venues · 45 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7521-2871 ↗Google Scholar ↗Homepage ↗

Venues

ICDE ×24VLDB ×11SIGMOD ×4AAAI ×1ACM MM ×1ICCV ×1NeurIPS ×1SIGKDD ×1WWW ×1

Frequent coauthors

Xiaoou Ding
×18
Chen Wang
×14
Zheng Liang
×8
Jianmin Wang
×8
Zhiyu Liang
×7
Chen Liang
×6
Tianyu Mu
×6
Yida Liu
×5
Zekai Qian
×5
Donghua Yang
×5
Bo Zheng
×4
Muyun Zhou
×4

Papers

  1. An Amortized O(1) Lower Bound for Dynamic Time Warping in Motif Discovery (Extended Abstract)
    ICDE 2026 ·
    Zemin Chao
    ,
    Hong Gao
    ,
    Dongjing Miao
    ,
    Jianzhong Li
    , Hongzhi Wang
  2. FedDict: Towards Practical Federated Dictionary-Based Time Series Classification (Extended Abstract)
    ICDE 2026 ·
    Zhiyu Liang
    ,
    Zheng Liang
    , Hongzhi Wang,
    Bo Zheng
  3. KDSelector: A Framework of Knowledge-Enhanced and Data-Efficient Selector Learning for Anomaly Detection Model Selection in Time Series
    VLDB 2026 ·
    Zhiyu Liang
    ,
    Dongrui Cai
    ,
    Chenyuan Zhang
    ,
    Zheng Liang
    ,
    Chen Liang
    ,
    Shi Qiu
    ,
    Jin Wang
    , Hongzhi Wang
  4. Procore: Robust Core-Set Selection Via Pareto Multi-Dimensional Optimization From Noisy Data
    ICDE 2026 ·
    Xiaoou Ding
    ,
    Hongbin Hu
    ,
    Songnan Jiang
    ,
    Muyun Zhou
    ,
    Chen Wang
    ,
    Jingru Yang
    , Hongzhi Wang
  5. Scaling Subsequence Similarity Join Based on Dynamic Time Warping
    ICDE 2026 ·
    Zemin Chao
    ,
    Qiaoyi Zheng
    ,
    Xingxing Xiao
    ,
    Boyu Xiao
    ,
    Zhixin Qi
    , Hongzhi Wang
  6. The Case For Language Model Approximated LIKE Predicate
    SIGMOD 2026 ·
    Yingze Li
    ,
    Dong Wang
    ,
    Zixuan Wang
    ,
    Yingli Zhou
    ,
    Yu Yan
    ,
    Jian Geng
    ,
    Xinyue Wang
    ,
    Ziqing Zeng
    , Hongzhi Wang
  7. Trireme: A Tripartite Regulation Scheme for Diffusion Models
    WWW 2026 ·
    Hengtong Zhang
    ,
    Chen Ye
    , Hongzhi Wang
  8. $t$DCDiscover: Mining Threshold Denial Constraints from Time Series Data
    ICDE 2025 ·
    Xiaoou Ding
    ,
    Muyun Zhou
    ,
    Yida Liu
    ,
    Zekai Qian
    ,
    Chen Wang
    , Hongzhi Wang,
    Jianmin Wang
  9. Auto-TSF: Towards Proxy-Model-Based Meta-Learning for Automatic Time Series Forecasting Algorithm Selection
    ICDE 2025 ·
    Tianyu Mu
    , Hongzhi Wang,
    Chen Liang
    ,
    Xinyue Shao
  10. CBAClean:A Comprehensive System for Recommending Data Cleaning Solutions Through Cost-Benefit Analysis in Data Quality Management
    ICDE 2025 ·
    Xiaoou Ding
    ,
    Hongbin Su
    ,
    Zekai Qian
    ,
    Wenxuan Cui
    ,
    Siying Chen
    ,
    Zheng Liang
    ,
    Chen Wang
    , Hongzhi Wang
  11. Cleaning both Data Errors and Inaccurate Constraints on Numerical Sequential Data
    VLDB 2025 ·
    Xiaoou Ding
    ,
    Muyun Zhou
    ,
    Yida Liu
    ,
    Chen Wang
    , Hongzhi Wang,
    Jianmin Wang
  12. DemandClean: A Multi-Objective Learning Framework for Balancing Model Tolerance to Data Authenticity and Diversity
    VLDB 2025 ·
    Zekai Qian
    ,
    Xiaoou Ding
    ,
    Chen Wang
    , Hongzhi Wang
  13. Description-Similarity Rules: Towards Flexible Feature Engineering for Entity Matching
    ICDE 2025 ·
    Yafeng Tang
    ,
    Zheng Liang
    , Hongzhi Wang,
    Xiaoou Ding
    ,
    Tianyu Mu
    ,
    Huan Hu
  14. EAST: An Interpretable Knob Estimation System for Cloud Database
    ICDE 2025 ·
    Yu Yan
    , Hongzhi Wang,
    Jian Geng
    ,
    Zixuan Wang
    ,
    Xingyan Li
    ,
    Tianqing Wang
  15. FSMDTW: A Fast Index-free Subsequence Matching Algorithm for Dynamic Time Warping
    VLDB 2025 ·
    Zemin Chao
    ,
    Qiaoyi Zheng
    ,
    Zhixin Qi
    , Hongzhi Wang
  16. Free-Merging: Fourier Transform for Efficient Model Merging
    ICCV 2025 ·
    Shenghe Zheng
    , Hongzhi Wang
  17. Impute4TSC: Evaluating Missing Value Imputation Methods for Time Series Classification
    ICDE 2025 ·
    Xiaoou Ding
    ,
    Cong Peng
    ,
    Muyun Zhou
    , Hongzhi Wang,
    Zhongyi Pei
    ,
    Chen Wang
    ,
    Jianmin Wang
  18. KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection
    SIGMOD 2025 ·
    Zhiyu Liang
    ,
    Dongrui Cai
    ,
    Chenyuan Zhang
    ,
    Zheng Liang
    ,
    Chen Liang
    ,
    Bo Zheng
    ,
    Shi Qiu
    ,
    Jin Wang
    , Hongzhi Wang
  19. Meta-Learning Based CTR Algorithm Selection and Hyperparameter Optimization
    ICDE 2025 ·
    Chunnan Wang
    ,
    Junzhe Wang
    ,
    Xiang Chen
    ,
    Xintong Song
    ,
    Tianyu Mu
    , Hongzhi Wang
  20. TARImpute: Task-Aware Auto-Recommender System for Missing Value Imputation Algorithms with Clustering Case Studies
    VLDB 2025 ·
    Xiaoou Ding
    ,
    Yanshuo Liu
    ,
    Zhounan Chen
    , Hongzhi Wang,
    Chen Wang
    ,
    Jianmin Wang
  21. Tailoring the Shapley Value for In-Context Example Selection Towards Data Wrangling
    ICDE 2025 ·
    Zheng Liang
    , Hongzhi Wang,
    Xiaoou Ding
    ,
    Zhiyu Liang
    ,
    Chen Liang
    ,
    Yafeng Tang
    ,
    Jianzhong Qi
  22. TempSched: A Temperature-Aware Storage Scheduler for Time Series Across Cloud-Edge-Device
    ICDE 2025 ·
    Shuangshuang Cui
    , Hongzhi Wang,
    Xianglong Liu
    ,
    Xiaoou Ding
  23. UniClean: A Multi-Signal Fusion Pipeline for Optimizing Data Cleaning Workflow
    ICDE 2025 ·
    Xiaoou Ding
    ,
    Zekai Qian
    , Hongzhi Wang,
    Zhe Sun
    ,
    Siying Chen
    ,
    Hongbin Su
    ,
    Huan Hu
  24. UniClean: A Scalable Data Cleaning Solution for Mixed Errors based on Unified Cleaners and Optimized Cleaning Workflow
    VLDB 2025 ·
    Xiaoou Ding
    ,
    Zekai Qian
    , Hongzhi Wang,
    Siying Chen
    ,
    Yafeng Tang
    ,
    Hongbin Su
    ,
    Huan Hu
    ,
    Chen Wang
  25. An Unsupervised Learning Framework Combined with Heuristics for the Maximum Minimal Cut Problem
    SIGKDD 2024 ·
    Huaiyuan Liu
    ,
    Xianzhang Liu
    ,
    Donghua Yang
    , Hongzhi Wang,
    Yingchi Long
    ,
    Mengtong Ji
    ,
    Dongjing Miao
    ,
    Zhiyu Liang
  26. AutoMC: Automated Model Compression Based on Domain Knowledge and Progressive Search
    ICDE 2024 ·
    Chunnan Wang
    , Hongzhi Wang,
    Xiangyu Shi
  27. CUBE: Causal Intervention-based Counterfactual Explanation for Prediction Models (Extended Abstract)
    ICDE 2024 ·
    Xinyue Shao
    , Hongzhi Wang,
    Xiang Chen
    ,
    Xiao Zhu
    ,
    Yan Zhang
  28. Clean4TSDB: A Data Cleaning Tool for Time Series Databases
    VLDB 2024 ·
    Xiaoou Ding
    ,
    Yichen Song
    , Hongzhi Wang,
    Donghua Yang
    ,
    Chen Wang
    ,
    Jianmin Wang
  29. DAFDiscover: Robust Mining Algorithm for Dynamic Approximate Functional Dependencies on Dirty Data
    VLDB 2024 ·
    Xiaoou Ding
    ,
    Yixing Lu
    , Hongzhi Wang,
    Chen Wang
    ,
    Yida Liu
    ,
    Jianmin Wang
  30. DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning
    AAAI 2024 ·
    Shenghe Zheng
    , Hongzhi Wang,
    Tianyu Mu
  31. DIDS: Double Indices and Double Summarizations for Fast Similarity Search
    VLDB 2024 ·
    Han Hu
    ,
    Jiye Qiu
    , Hongzhi Wang,
    Bin Liang
    ,
    Songling Zou
  32. Duet: Efficient and Scalable Hybrid Neural Relation Understanding
    ICDE 2024 ·
    Kaixin Zhang
    , Hongzhi Wang,
    Yabin Lu
    ,
    Ziqi Li
    ,
    Chang Shu
    ,
    Yu Yan
    ,
    Donghua Yang
  33. Efficient Relaxed Functional Dependency Discovery with Minimal Set Cover
    ICDE 2024 ·
    Xiaoou Ding
    ,
    Yida Liu
    , Hongzhi Wang,
    Chen Wang
    ,
    Yichen Song
    ,
    Donghua Yang
    ,
    Jianmin Wang
  34. Efficient Semi-External SCC Computation (Extended Abstract)
    ICDE 2024 ·
    Xiaolong Wan
    , Hongzhi Wang
  35. Explainable Database Management System Configuration Tuning through Counterfactuals
    ICDE 2024 ·
    Xinyue Shao
    , Hongzhi Wang,
    Xiao Zhu
    ,
    Tianyu Mu
    ,
    Yan Zhang
  36. IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors
    NeurIPS 2024 ·
    Shenghe Zheng
    , Hongzhi Wang,
    Xianglong Liu
  37. MTSClean: Efficient Constraint-based Cleaning for Multi-Dimensional Time Series Data
    VLDB 2024 ·
    Xiaoou Ding
    ,
    Yichen Song
    , Hongzhi Wang,
    Chen Wang
    ,
    Donghua Yang
  38. One Seed, Two Birds: A Unified Learned Structure for Exact and Approximate Counting
    SIGMOD 2024 ·
    Yingze Li
    , Hongzhi Wang,
    Xianglong Liu
  39. QCFE: An Efficient Feature Engineering for Query Cost Estimation
    ICDE 2024 ·
    Yu Yan
    , Hongzhi Wang,
    Junfang Huang
    ,
    Dake Zhong
    ,
    Tao Yu
    ,
    Kaixin Zhang
    ,
    Man Yang
    ,
    Tianqing Wang
  40. RHKH: Relational Hypergraph Neural Network for Link Prediction on N-ary Knowledge Hypergraph
    ACM MM 2024 ·
    Yuzhuo Wang
    ,
    Junwei He
    , Hongzhi Wang
  41. ShrinkHPO: Towards Explainable Parallel Hyperparameter Optimization
    ICDE 2024 ·
    Tianyu Mu
    , Hongzhi Wang,
    Haoyun Tang
    ,
    Xinyue Shao
  42. TSDDISCOVER: Discovering Data Dependency for Time Series Data
    ICDE 2024 ·
    Xiaoou Ding
    ,
    Yingze Li
    , Hongzhi Wang,
    Chen Wang
    ,
    Yida Liu
    ,
    Jianmin Wang
  43. Time Series Data Cleaning Under Expressive Constraints on Both Rows and Columns
    ICDE 2024 ·
    Xiaoou Ding
    ,
    Genglong Li
    , Hongzhi Wang,
    Chen Wang
    ,
    Yichen Song
  44. TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis
    VLDB 2024 ·
    Zhiyu Liang
    ,
    Chen Liang
    ,
    Zheng Liang
    , Hongzhi Wang,
    Bo Zheng
  45. UniTS: A Universal Time Series Analysis Framework Powered by Self-Supervised Representation Learning
    SIGMOD 2024 ·
    Zhiyu Liang
    ,
    Chen Liang
    ,
    Zheng Liang
    , Hongzhi Wang,
    Bo Zheng