Extended XML Tree Pattern Matching: Theories and Algorithms. - Jiaheng Lu; Tok Wang Ling; Zhifeng Bao; Chen Wang 018 (IEEE Trans. Knowl. Data Eng., 2011)

MRTuner: A Toolkit to Enable Holistic Optimization for MapReduce Jobs. - Juwei Shi; Jia Zou 001; Jiaheng Lu; Zhao Cao; Shiqiang Li; Chen Wang 018 (Proc. VLDB Endow., 2014)

Foreseer: Workload-Aware Data Storage for MapReduce. - Jia Zou 001; Juwei Shi; Tongping Liu; Zhao Cao; Chen Wang 018 (ICDCS, 2015)

Schema Management for Document Stores. - Lanjun Wang; Oktie Hassanzadeh; Shuo Zhang; Juwei Shi; Limei Jiao; Jia Zou 001; Chen Wang 018 (Proc. VLDB Endow., 2015)

PISA: An Index for Aggregating Big Time Series Data. - Xiangdong Huang 001; Jianmin Wang 001; Raymond K. Wong 001; Jinrui Zhang; Chen Wang 018 (CIKM, 2016)

KV-match: An Efficient Subsequence Matching Approach for Large Scale Time Series. - Jiaye Wu; Peng Wang 027; Chen Wang 018; Wei Wang 009; Jianmin Wang 001 (CoRR, 2017)

Fine-Grained Pattern Matching Over Streaming Time Series. - Rong Kang; Chen Wang 018; Peng Wang 027; Yuting Ding; Jianmin Wang 001 (CoRR, 2017)

Exploiting Stable Data Dependency in Stream Processing Acceleration on FPGAs. - Yuliang Sun; Lanjun Wang; Chen Wang 018; Yu Wang 002 (ACM Trans. Embed. Comput. Syst., 2017)

Matching Consecutive Subpatterns over Streaming Time Series. - Rong Kang; Chen Wang 018; Peng Wang 027; Yuting Ding; Jianmin Wang 001 (APWeb/WAIM (2), 2018)

KV-Match: A Subsequence Matching Approach Supporting Normalization and Time Warping. - Jiaye Wu; Peng Wang 027; Ningting Pan; Chen Wang 018; Wei Wang 009; Jianmin Wang 001 (ICDE, 2019)

WaveletFCNN: A Deep Time Series Classification Model for Wind Turbine Blade Icing Detection. - Binhang Yuan; Chen Wang 018; Fei Jiang; Mingsheng Long; Philip S. Yu; Yuan Liu (CoRR, 2019)

Swapping Repair for Misplaced Attribute Values. - Yu Sun 027; Shaoxu Song; Chen Wang 018; Jianmin Wang 001 (ICDE, 2020)

Time Series Data Cleaning: A Survey. - Xi Wang; Chen Wang 018 (IEEE Access, 2020)

Apache IoTDB: Time-series database for Internet of Things. - Chen Wang 018; Xiangdong Huang 001; Jialin Qiao; Tian Jiang; Lei Rui; Jinrui Zhang; Rong Kang; Julian Feinauer; Kevin Mcgrail; Peng Wang 027; Diaohan Luo; Jun Yuan; et al. (Proc. VLDB Endow., 2020)

GRAB: Finding Time Series Natural Structures via A Novel Graph-based Scheme. - Yi Lu; Peng Wang 027; Bo Tang 016; Shen Liang; Chen Wang 018; Wei Wang 009; Jianmin Wang 001 (ICDE, 2021)

Deep Fraud Detection on Non-attributed Graph. - Chen Wang 018; Yingtong Dou; Min Chen; Jia Chen; Zhiwei Liu 001; Philip S. Yu (CoRR, 2021)

Pre-training Graph Neural Network for Cross Domain Recommendation. - Chen Wang 018; Yueqing Liang; Zhiwei Liu 001; Tao Zhang 055; Philip S. Yu (CoRR, 2021)

A Projective and Discriminative Dictionary Learning for High-Dimensional Process Monitoring With Industrial Applications. - Keke Huang; Yiming Wu; Chen Wang 018; Yongfang Xie; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2021)

Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled LSM-Tree. - Yuyuan Kang; Xiangdong Huang 001; Shaoxu Song; Lingzhe Zhang; Jialin Qiao; Chen Wang 018; Jianmin Wang 001; Julian Feinauer (ICDE, 2022)

Constructing Compact Time Series Index for Efficient Window Query Processing. - Jing Zhao; Peng Wang 027; Bo Tang 016; Lu Liu; Chen Wang 018; Wei Wang 009; Jianmin Wang 001 (ICDE, 2022)

Requirements Engineering for Machine Learning: A Review and Reflection. - Zhongyi Pei; Lin Liu 001; Chen Wang 018; Jianmin Wang 001 (RE Workshops, 2022)

Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network. - Liangwei Yang; Zhiwei Liu 001; Yu Wang 158; Chen Wang 018; Ziwei Fan 001; Philip S. Yu (CoRR, 2022)

Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer. - Ziwei Fan 001; Zhiwei Liu 001; Chen Wang 018; Peijie Huang; Hao Peng 001; Philip S. Yu (CoRR, 2022)

VAE4RSS: A VAE-based neural network approach for robust soft sensor with application to zinc roasting process. - Chen Wang 018; Yonggang Li; Keke Huang; Chunhua Yang 001; Weihua Gui 001 (Eng. Appl. Artif. Intell., 2022)

CrowdIM: Crowd-Inspired Intelligent Manufacturing Space Design. - Bin Guo 001; Jiaqi Liu 002; Sicong Liu 005; Jiayao Wang; Mengyuan Li; Chen Wang 018; Zhiwen Yu 001 (IEEE Internet Things J., 2022)

NLC: Search Correlated Window Pairs on Long Time Series. - Shuye Pan; Peng Wang 027; Chen Wang 018; Wei Wang 009; Jianmin Wang 001 (Proc. VLDB Endow., 2022)

Cloud-Edge Collaborative Method for Industrial Process Monitoring Based on Error-Triggered Dictionary Learning. - Keke Huang; Zui Tao; Chen Wang 018; Tianxu Guo; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2022)

Non-Blocking Raft for High Throughput IoT Data. - Tian Jiang; Xiangdong Huang 001; Shaoxu Song; Chen Wang 018; Jianmin Wang 001; Ruibo Li; Jincheng Sun (ICDE, 2023)

Backward-Sort for Time Series in Apache IoTDB. - Xiaojian Zhang; Hongyin Zhang; Shaoxu Song; Xiangdong Huang 001; Chen Wang 018; Jianmin Wang 001 (ICDE, 2023)

Towards a Generic Framework for Mechanism-guided Deep Learning for Manufacturing Applications. - Hanbo Zhang; Jiangxin Li; Shen Liang; Peng Wang 027; Themis Palpanas; Chen Wang 018; Wei Wang 009; Haoxuan Zhou; Jianwei Song; Wen Lu (KDD, 2023)

Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation. - Yuwei Cao; Liangwei Yang; Chen Wang 018; Zhiwei Liu 001; Hao Peng 001; Chenyu You; Philip S. Yu (CoRR, 2023)

Apache IoTDB: A Time Series Database for IoT Applications. - Chen Wang 018; Jialin Qiao; Xiangdong Huang 001; Shaoxu Song; Haonan Hou; Tian Jiang; Lei Rui; Jianmin Wang 001; Jiaguang Sun 001 (Proc. ACM Manag. Data, 2023)

Grouping Time Series for Efficient Columnar Storage. - Chenguang Fang; Shaoxu Song; Haoquan Guan; Xiangdong Huang 001; Chen Wang 018; Jianmin Wang 001 (Proc. ACM Manag. Data, 2023)

TsQuality: Measuring Time Series Data Quality in Apache IoTDB. - Yuanhui Qiu; Chenguang Fang; Shaoxu Song; Xiangdong Huang 001; Chen Wang 018; Jianmin Wang 001 (Proc. VLDB Endow., 2023)

On Tuning Raft for IoT Workload in Apache IoTDB. - Tian Jiang; Xiangdong Huang 001; Shaoxu Song; Chen Wang 018; Jianmin Wang 001 (ICDE, 2024)

REGER: Reordering Time Series Data for Regression Encoding. - Jinzhao Xiao; Wendi He; Shaoxu Song; Xiangdong Huang 001; Chen Wang 018; Jianmin Wang 001 (ICDE, 2024)

BTTackler: A Diagnosis-based Framework for Efficient Deep Learning Hyperparameter Optimization. - Zhongyi Pei; Zhiyao Cen; Yipeng Huang 006; Chen Wang 018; Lin Liu 001; Philip S. Yu; Mingsheng Long; Jianmin Wang 001 (KDD, 2024)

Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction. - Chen Wang 018; Fangxin Wang 003; Ruocheng Guo; Yueqing Liang; Kay Liu; Philip S. Yu (CoRR, 2024)

Akane: Perplexity-Guided Time Series Data Cleaning. - Xiaoyu Han; Haoran Xiong; Zhenying He; Peng Wang 027; Chen Wang 018; X. Sean Wang (Proc. ACM Manag. Data, 2024)

Variable Correlation Analysis-Based Convolutional Neural Network for Far Topological Feature Extraction and Industrial Predictive Modeling. - Xiaofeng Yuan; Yichen Wang; Chen Wang 018; Lingjian Ye; Kai Wang 024; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001; Feifan Shen (IEEE Trans. Instrum. Meas., 2024)

Determining Exact Quantiles with Randomized Summaries. - Ziling Chen; Haoquan Guan; Shaoxu Song; Xiangdong Huang 001; Chen Wang 018; Jianmin Wang 001 (Proc. ACM Manag. Data, 2024)

Time Series Representation for Visualization in Apache IoTDB. - Lei Rui; Xiangdong Huang 001; Shaoxu Song; Yuyuan Kang; Chen Wang 018; Jianmin Wang 001 (Proc. ACM Manag. Data, 2024)

On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB. - Chenguang Fang; Zijie Chen; Shaoxu Song; Xiangdong Huang 001; Chen Wang 018; Jianmin Wang 001 (Proc. VLDB Endow., 2024)

Distance-based Outlier Query Optimization in Apache IoTDB. - Yunxiang Su; Shaoxu Song; Xiangdong Huang 001; Chen Wang 018; Jianmin Wang 001 (Proc. VLDB Endow., 2024)

Apache TsFile: An IoT-native Time Series File Format. - Xin Zhao; Jialin Qiao; Xiangdong Huang 001; Chen Wang 018; Shaoxu Song; Jianmin Wang 001 (Proc. VLDB Endow., 2024)

Self-Tuning Transfer Dynamic Convolution Autoencoder for Quality Prediction of Multimode Processes With Shifts. - Chao Yang 019; Qiang Liu 018; Chen Wang 018; Jinliang Ding; Yiu-ming Cheung (IEEE Trans. Ind. Informatics, 2024)

Taxonomy-Guided Zero-Shot Recommendations with LLMs. - Yueqing Liang; Liangwei Yang; Chen Wang 018; Xiongxiao Xu; Philip S. Yu; Kai Shu (COLING, 2025)

Global Feature Enhancing and Fusion Framework for Strain Gauge Status Recognition. - Xu Zhang 026; Peng Wang 027; Chen Wang 018; Zhe Xu; Xiaohua Nie; Wei Wang 009 (WWW (Companion Volume), 2025)

Training Large Recommendation Models via Graph-Language Token Alignment. - Mingdai Yang; Zhiwei Liu 001; Liangwei Yang; Xiaolong Liu; Chen Wang 018; Hao Peng 001; Philip S. Yu (CoRR, 2025)

Largest Triangle Sampling for Visualizing Time Series in Database. - Lei Rui; Xiangdong Huang 001; Shaoxu Song; Chen Wang 018; Jianmin Wang 001; Zhao Cao (Proc. ACM Manag. Data, 2025)

Apache IoTDB: A Time Series Database for Large Scale IoT Applications. - Chen Wang 018; Jialin Qiao; Xiangdong Huang 001; Shaoxu Song; Haonan Hou; Tian Jiang; Lei Rui; Jianmin Wang 001; Jiaguang Sun 001 (ACM Trans. Database Syst., 2025)